### Paper about Event Detection

Paper about Event Detection.

#@author:       gr
#@date:         2014-03-15
#@email:        [email protected]

看一些相关的论文。

1. 《Efficient Visual Event Detection using Volumetric Features》 ICCV 2005

• 扩展2D box 特征到3D时空特征。
• 构建一个实时的检测器基于容积特征。
• 采用传统的兴趣点方法检测事件。

2. 《ARMA-HMM: A New Approach for Early Recognition of Human Activity》 ICPR 2012

• 提出一个新的ARMA-HMM模型，融入了序列模型HMM和时序模型ARMA。
• 提出一个新的特征叫做HOV(histogram of oriented velocity)，把活动视频编码成运动信号的序列。

3. 《Poselet Key-framing: A Model for Human Activity Recognition》 CVPR 2013

• 一个事件可以通过时空关键帧建模，它是人物关键姿势的集合。
• 我们使用最大边界判别模型学习这个问题，其中，把关键帧当作隐藏变量。可以同时学习关键帧，并学习它们的局部上下文。
• 关键帧使用HoG和Bow组件编码。
• 模型支持时空定位，并且对丢帧和部分遮挡不敏感。

4. 《Recognize Human Activities from Partially Observed Videos》 CVPR 2013

• 将每个事件划分成多个有序的时间序列片段
• 使用训练视频的时空特征作为基础，采用稀疏编码产生每个片段的似然
• 最后联合每个片段的似然，得到全局的后验概率。
• 进一步扩展片段到多时间长度的模型，

5. 《Prediction of Human Activity by Discovering Temporal Sequence Patterns》 PAMI 2014

• 提出一个系统的框架通过发掘时间序列模式解决复杂事件预测问题
• 用PST(probabilistic suffix tree)对因果关系进行建模
• 用SPM(sequential pattern mining)对上下文线索特别是交互目标信息进行建模，其中一系列动作和联合出现的物体通过复杂符号序列编码
• 提出PAF(predictive accumulative function)描述事件所属类别的概率

6. 《Learning Maximum Margin Temporal Warping for Action Recognition》 ICCV 2013

• 提出一个新的基于学习的判别时间对齐方法，叫做MMTW(maximum margin temporal warping)，它可以对齐两个动作序列并且计算匹配得分。
• MMTW方法可以学习身体动作模板表示一个最大可能性的动作类。

7. 《A Discriminative Model with Multiple Temporal Scales for Action Prediction》 ECCV 2014

• 提出一个新的多尺度判别模型可以从部分视频中预测事件类别
• 模型考虑了所有历史观察到的特征和所有小的时间片段的特征
• 学习方法可以收效地提取时间演变，保持片段和相关部分视频的一致性

8. 《Concurrent Action Detection with Structural Prediction》 ICCV 2013

• 提出一个同时发生的动作检测模型，当作结构预测问题
• 检测动作间隔由唯一的局部检测器和它们和动作的关系决定
• 使用小波特征表示动作序列，设计一个时间的逻辑描述子去描述动作之间关系。
• 给定一个长的视频序列，设计一个序列决策容器搜索算法检测事件。

CVPR 2014

1. 《Event Detection using Multi-Level Relevance Labels and Multiple Features》
2. 《Zero-shot Event Detection using Multi-modal Fusion of Weakly Supervised Concepts》
3. 《Video Event Detection by Inferring Temporal Instance Labels》
4. 《Temporal Sequence Modeling For Video Event Detection》
5. 《Recognition of Complex Events: Exploiting Temporal Dynamics between Underlying Concepts (PDF) - formely: Recognition of Complex Events exploiting Temporal Dynamics between Underlying Concepts》
6. 《DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting》
7. 《A Hierarchical Context Model for Event Recognition in Surveillance Video》

ECCV 2014

1. 《Spatio-temporal Event Classification using Time-series Kernel based Structured Sparsity》
2. 《Sequential Max-Margin Event Detectors》
3. 《Recognizing Complex Events in Videos by Learning Key Static-Dynamic Evidences》

WACV 2013

1. 《Large-scale Web Video Event Classification by use of Fisher Vectors》 Code

NIST TRECVID 2014

Paper: TRECVID 2014 -- An Overview of the Goals, Tasks, Data, Evaluation Mechanisms and Metrics (.pdf)
Paul Over, Jonathan Fiscus, Greg Sanders, David Joy, Martial Michel -- National Institute of Standards and Technology, USA
George Awad -- Dakota Consulting, Inc
Alan Smeaton -- Dublin City University
Wessel Kraaij -- TNO, Radboud University Nijmegen
Georges Quénot -- Laboratoire d'Informatique de Grenoble

Slides: TREC Video Retrieval Evaluation (TRECVID) Introduction (.pdf)
Paul Over, Angela Ellis, Darrin Dimmick, Jonathan Fiscus, David Joy, Greg Sanders, Martial Michel -- National Institute of Standards and Technology
Alan Smeaton -- Dublin City University
Wessel Kraaij -- TNO, Radboud University Nijmegen
Georges Quénot -- Laboratoire d'Informatique de Grenoble
George Awad -- Dakota Consulting, Inc
Stephanie Strassel, Xuansong Li -- Linguistic Data Consortium
Mubarak Shah, Cherry Place, Tonya LaPrarie -- University of Central Florida

Slides: TRECVID 2014 Instance Search Task (.pdf)
Wessel Kraaij -- TNO, Radboud University Nijmegen
Paul Over -- NIST

Slides: TRECVID 2014 Semantic Indexing Task (.pdf)
Georges Quénot -- Laboratoire d'Informatique de Grenoble
George Awad -- Dakota Consulting, Inc

Slides: TRECVID 2014 Video Surveillance Event Detection Task (.pdf)
Martial Michel -- NIST
David Joy -- NIST

Slides: TRECVID 2014 Multimedia Event Detection Task (.pdf)
Jonathan Fiscus, Greg Sanders, David Joy, Paul Over -- NIST
Vladimir Dreyvitser -- Systems Plus, Inc

Slides: TRECVID 2014 Multimedia Event Recounting Task (.pdf)
Greg Sanders, David Joy, Jonathan Fiscus -- NIST

Dublin City University University Twente University of Oxford INRIA Fraunhofer IAIS Katholieke Universitiet Leuven Technicolor Erasmus University Rotterdam Cassidian BBC Deutsche Welle Beeld et. Geluid (NISV) ERCIM
Paper: AXES @ TRECVID 2014: Instance Search (.pdf)
S. Chen, K. McGuinness, N. E. O'Connor -- Dublin City University, Ireland
R. Aly -- University of Twente, Netherlands
T. Tuytelaars -- KU Leuven, Belgium

Raytheon BBN Technologies, University of Maryland, Columbia University, Carnegie Mellon University, intuVision Inc., Polar Rain Inc.
Paper: BBN VISER TRECVID 2014 Multimedia Event Detection and Multimedia Event Recounting Systems (.pdf)
F. Luisier, M. Tickoo, W. Andrews -- Speech, Language, and Multimedia Business Unit, Raytheon BBN Technologies, Cambridge, USA
G. Ye, D. Liu, S. Chang -- Dept. of Electrical Engineering, Columbia University, USA
R. Salakhutdinov -- Dept. of Computer Science, University of Toronto, Toronto, Canada
V. Morariu, L. Davis -- Dept. of Computer Science University of Maryland, USA
A. Gupta -- Robotics Institute, Carnegie Mellon University, USA
I. Haritaoglu -- Polar Rain Inc., Menlo Park, USA
S. Guler, A. Morde -- IntuVision Inc, MA, USA

Slides: Video Indexing and Search with Event Recounting (VISER) (.pdf)
M. Tickoo -- Raytheon BBN Technologies

Poster: BBN VISER Zero-Shot Multimedia Event Detection (.pdf)
M. Tickoo, F. Luisier, W. Andrews -- Speech, Language, and Multimedia Business Unit, Raytheon BBN Technologies

Multimedia Communication and Pattern Recognition Labs, Beijing University of Posts and Telecommunications
(.pdf)
Paper: BUPT-MCPRL at TRECVID 2014 Z. Zhao, W. Jiang, Q. Chen, J. Zhao, Y. Huang, X. Zhao, L. Li, Y. Zhao, F. Su, A. Cai -- Multimedia Communication and Pattern Recognition Labs, Beijing University of Posts and Telecommunications, China

Slides: BUPT-MCPRL at Trecvid2014 Instance Search Task (.pdf)
W. Jiang, Z. Zhao, Q. Chen, J. Zhao, Y. Huang, X. Zhao, L. Li, Y. Zhao, F. Su, A. Cai -- MCPR Lab, Beijing University of Posts and Telecommunications

Slides: BUPT-MCPRL at Trecvid2014: Surveillance Event Detection(SED) (.pdf)
Q. Chen, Z. Zhao, W. Jiang, J. Zhao, Y. Huang, X. Zhao, L. Li, Y. Zhao, F. Su, A. Cai -- BUPT-MCPRL, Beijing University of Posts and Telecommunications

City College of New York
Paper: CCNY at TRECVID 2014: Surveillance Event Detection (.pdf)
Y. Xian, X. Rong, X. Yang, Y. Tian -- Graduate Center and City College, City University of New York, USA

Poster: CCNY at TRECVID 2014: Surveillance Event Detection (.pdf)
Y. Xian, Y. Tian -- Dept. of Computer Science, The Graduate Center, CUNY
X. Rong, X. Yang -- Dept. of Electrical Engineering, The City College, CUNY

EURECOM
Paper: EURECOM at TrecVid 2014: The Semantic Indexing Task (.pdf)
U. Niaz, B. Merialdo, C. Tanase -- Multimedia Dept., EURECOM, Sophia Antipolis, France

Fudan
Paper: Fudan Team at TRECVID 2014: Multimedia Event Detection (.pdf)
Z. Wu, R. Zhao -- School of Computer Science, Fudan University, Shanghai, China

Florida International University University of Miami
Paper:Florida International University - University of Miami TRECVID 2014 (.pdf)
M. Gavidia -- Dept. of Computer Science, University of Miami, FL, USA
T. Sayed, Y. Yan, Q. Zhu, M. Shyu, M. Ma -- Dept. of Electrical and Computer Engineering, University of Miami, FL, USA
S. Chen, H. Ha -- School of Computing and Information Sciences, Florida International University, FL, USA
W. Chen -- School of Electrical and Computer Engineering, Purdue University, IN, USA
T. Chen -- Miami Palmetto Senior High School, FL, USA

Orange Labs International Center Beijing
Paper:BUPT & ORANGELABS(OrangeBJ) AT TRECVID 2014: INSTANCE SEARCH (.pdf)
Y. Feng, Y. Dong, Y. Wu, S. Cen, B. Liu, K. Wang, Y. Liu -- Beijing University of Posts and Telecommunications, China
H. Bai -- Orange Labs International Center Beijing, China

INRIA LEAR LIMSI Vocapia Research, AXES
Paper:The INRIA-LIM-VocR and AXES submissions to TrecVid 2014 Multimedia Event Detection (.pdf)
M. Douze, D. Oneata, M. Paulin, C. Leray, N. Chesneau, D. Potapov, J. Verbeek, K. Alahari, C. Schmid -- Inria, France
L. Lamel, J. Gauvin -- Spoken Language Processing group, LIMSI, CNRS, France
C. A. Schmidt -- Fraunhofer Sankt Augustin, Germany

Insight Centre for Data Analytics
Paper:Insight Centre for Data Analytics (DCU) at TRECVid 2014: Instance Search and Semantic Indexing Tasks (.pdf)
K. McGuinness, E. Mohedano, Z. Zhang, F. Hu, R. Albatal, C. Gurrin, N. E. O'Connor, A. F. Smeaton -- INSIGHT Centre for Data Analytics, Dublin City University, Ireland
A. Salvador, X. Giró-i-Nieto, C. Ventura -- Image Processing Group, Universitat Polit`ecnica de Catalunya, Spain

Poster: Insight DCU @TRECVid 2014 (.pdf)
K. McGuinness, E. Mohedano, Z. Zhang, F. Hu, R. Albatal, C. Gurrin, N. E. O'Connor, A. F. Smeaton, A. Salvador, X. Giró-i-Nieto, C. Ventura

IBM Research
Paper:IBM-Northwestern@TRECVID 2014: Surveillance Event Detection (.pdf)
Y. Cheng, L. Brown, Q. Fan, J. Liu, R. Feris, S. Pankanti -- IBM T. J. Watson Research Center, USA
A. Choudhary -- EECS Dept., Northwestern University, IL, USA

Slides: IBM-Northwestern@TRECVID 2014: Surveillance Event Detection(SED) (.pdf)
Y. Cheng, J. Liu, L. Brown, Q. Fan, R. Feris, S. Pankanti -- IBM Research
A. Choudhary -- Northwestern University

Poster: Relative Attributes For Large-scale Abandoned Object Detection (AOD) (.pdf)
Q. Fan, S. Pankanti -- IBM T.J. Watson Research Center, NY
P. Gabbur -- ID Analytics, CA

Poster: Semantics of Visual Discrimination: Learning effective and useful visual semantic concepts using faceted hierarchical modeling (.pdf)

Carnegie Mellon University
Paper:Informedia @ TRECVID 2014 (.pdf)
S. Yu, L. Jiang, Z. Mao, X. Chang, X. Du, C. Gan, Z. Lan, Z. Xu, X. Li, Y. Cai, A. Kumar, Y. Miao, L. Martin, N. Wolfe, S. Xu, H. Li, M. Lin, Z. Ma, Y. Yang, D. Meng, S. Shan, P. D. Sahin, S. Burger, F. Metze, R. Singh, B. Raj, T. Mitamura, R. Stern, A. Armagan, S. Yu, A. Hauptmann -- Carnegie Mellon University
Y. Zhao -- Beijing Institute of Technology
X. Du -- The University of Queensland

Slides: CMU-Informedia @ TRECVID 2014 Semantic Indexing (.pdf)
L. Jiang, X. Chang, Z. Mao, A. Armagan, Z. Lan, X. Li, S. Yu, Y. Yang, D. Meng, P. Duygulu-Sahin, A. Hauptmann -- Carnegie Mellon University

Slides: CMU Informedia @ TRECVID Multimedia Event Detection (.pdf)
S. Yu, L. Jiang, Z. Mao, X. Chang, X. Du, C. Gan, Z. Lan, Z. Xu, X. Li, Y. Cai, A. Kumar, Y. Miao, L. Martin, N. Wolfe, S. Xu, H. Li, M. Lin, Z. Ma, Y. Yang, D. Meng, S. Shan, P. D. Sahin, S. Burger, F. Metze, R. Singh, B. Raj, T. Mitamura, R. Stern, and A. Hauptmann -- Carnegie Mellon University

Slides: CMU-Informedia @ TRECVID 2014 Surveillance Event Detection (.pdf)
X. Du, Y. Cai, Y. Zhao, H. Li, Y. Yang, and A. Hauptmann -- CMU Informedia Group, Carnegie Mellon University

Poster: Zero-Example Event Search using MultiModal Pseudo Relevance Feedback (MMPRF) (.pdf)
L. Jiang, T. Mitamura, S. Yu, A. Hauptmann -- Carnegie Mellon University

Poster: E-Lamp Prototype System (.pdf)
CMU E-Lamp Team -- Carnegie Mellon University

CEA-LIST, ETIS, EURECOM, INRIA, LABRI, LIF, LIG, LIMSI, LIP6, LIRIS, LISTIC
Paper:IRIM at TRECVID 2014: Semantic Indexing and Instance Search (.pdf)
N. Ballas, B. Labbé, H. Le Borgne -- CEA, LIST, Laboratory of Vision and Content Engineering, Gif-sur-Yvettes, France
P. Gosselin, D. Picard -- ETIS UMR 8051, ENSEA, Université Cergy-Pontoise, CNRS, France
M. Redi, B. Mérialdo -- EURECOM, France
B. Mansencal, J. Benois-Pineau -- LABRI UMR 5800, Université Bordeaux 1 / Université Bordeaux 2 / CNRS / ENSEIRB, France
S. Ayache -- LIF UMR 6166, CNRS / Université de la Méditerranée / Université de Provence, France
N. Derbas, M. Budnik, G. Quénot -- UJF-Grenoble 1 / UPMF-Grenoble 2 / Grenoble INP / CNRS, LIG UMR 5217, France
B. Gao, C. Zhu, Y. tang, E. Dellandrea, C. Bichot, L. Chen -- LIRIS, UMR 5205 CNRS / INSA de Lyon / Université Lyon 1 / Université Lyon 2 / École Centrale de Lyon, France
A. Benoît, P. Lambert, T. Strat -- LISTIC, Domaine Universitaire, France

Information Technologies Institute, Centre for Research and Technology Hellas
Paper:ITI-CERTH participation to TRECVID 2014 (.pdf)
N. Gkalelis, F. Markatopoulou, A. Moumtzidou, D. Galanopoulos, K. Avgerinakis, N. Pittaras, S. Vrochidis, V. Mezaris, I. Kompatsiaris -- Information Technologies Institute/Centre for Research and Technology Hellas, Greece
I. Patras -- Queen Mary University of London, UK

Slides: Video event detection using subclass discriminant analysis and linear support vector machines (.pdf)
N. Gkalelis, D. Galanopoulos, V. Mezaris -- Information Technologies Institute / Centre for Research and Technology Hellas

Korea University
Paper:KU-ISPL TRECVID 2014 Multimedia Event Detection System (.pdf)
S. Lee, H. Wang, M. Keum, D. Park, H. Choi, Z. Fataliyev, H. Ko -- Intelligent Signal Processing Laboratory, Korea University

Beijing Institute of Technology, China Institute for Infocomm Research, Singapore
Paper:A system for TRECVID MED by MCIS (.pdf)
Y. Feng, W. Sui, X. Wu -- Beijing Laboratory of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China

JOANNEUM RESEARCH
Paper:JOANNEUM RESEARCH at TRECVID 2014 Instance Search Task (.pdf)
H. Stiegler, W. Bailer -- JOANNEUM RESEARCH, DIGITAL - Institute for Information and Communication Technologies, Graz, Austria

University of Amsterdam
Paper:MediaMill at TRECVID 2014: Searching Concepts, Objects, Instances and Events in Video (.pdf)
C.G.M. Snoek, S. Cappallo, J. van Gemert, A. Habibian, T. Mensink, P. Mettes, R. Tao, D.C. Koelma, A.W.M. Smeulders -- ISLA, University of Amsterdam, Amsterdam, The Netherlands
K.E.A. van de Sande, D. Fontijne -- Qualcomm Technologies, Amsterdam, The Netherlands

Slides: Video Concept Detection by Deep Nets with FLAIR (.pdf)
C. Snoek, K. v. de Sande, D. Fontijne -- Qualcomm Technologies, Netherlands B.V., and University of Amsterdam, Amsterdam

Slides: VideoStory At TRECVID 2014 (.pdf)
A. Habibian, T. Mensink, C. Snoek -- MediaMill | ISLA, University of Amsterdam

Tongji University - Multimedia and Intelligent Computing Lab
Paper: MIC_TJ at TRECVID 2014 (.pdf)
L. Wang, Y. Yi, B. Zhang, F. Zhu, B. Xiao, T. Sun, H. Wang -- Dept. of Computer Science and Technology, Tongji University, China

National Engineering Research Center for Multimedia Software of Wuhan University
Paper: WHU-NERCMS at TRECVID2014: Instance Search Task (.pdf)
M. Ye, B. Huang, L. Yao, J. Qin, J. Guan, X. Wang, B. Luo, Z. Wang, D. Liu, Z. Zhang, S. Mao, C. Liang -- National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, China

National Institute of Informatics
Paper:National Institute of Informatics, Japan at TRECVID 2014 (.pdf)
D. Le, S. Phan, S. Kasamwattanarote, P. Sebastien, S. Satoh -- National Institute of Informatics, Japan
V. Nguyen -- University of Science, VNU-HCMC, Vietnam
C. Zhu -- Graduate School of Information Science, Nagoya University, Japan
D. M. Nguyen -- University of Engineering and Technology, VNU, Vietnam
T. D. Ngo, D. A. Duong -- University of Information Technology, VNU-HCMC, Vietnam

Slides: Enhancing Spatial Consistency Enforcement By Using DPM-based Object Localizer (.pdf)
D. Le, S. Satoh -- National Institute of Informatics, Japan (NII)
C. Zhu -- Nagoya University , Japan (NU)
T. V. Nguyen, T. D. Ngo, D. A. Duong -- VNU-HCMC - University of Information Technology, Vietnam (UIT-HCM)
D. M. Nguyen -- VNU University of Engineering and Technology, Vietnam (VNU-UET)

Poster: NII at TRECVID Instance Search 2014 (.pdf)
D. Le, V. Nguyen, C. Zhu, T. D. Ngo, D. M. Nguyen, S. Satoh, M. Tran, D. A. Duong

Poster: NII at TRECVID Multimedia Event Detection 2014 (.pdf)
S. Phan, D. Le, S. Satoh

NTT Communication Science Laboratories
Paper:NTT Communication Science Laboratories at TRECVID 2014 Instance Search Task (.pdf)
M. Murata, H. Nagano, K. Hiramatsu, T. Kawanishi, K. Kashino -- NTT Communication Science Laboratories (NTT CSL), NTT Corporation, Japan

Nagoya University
Paper:Nagoya University at TRECVID 2014: the Instance Search Task (.pdf)
C. Zhu, I. Ide, K. Takeda -- Nagoya University, Japan
Y. Zheng, S. Satoh -- National Institute of Informatics, Japan

Slides: Nagoya University at TRECVID 2014:the Instance Search Task (.pdf)
C. Zhu, I. Ide, K. Takeda -- Nagoya University, Japan
Y. Zheng, S. Satoh -- NII, Japan

ORAND S.A. Chile
Paper:ORAND at TRECVID 2014: Instance Search and Multimedia Event Detection (.pdf)
J. M. Barrios, J. M. Saavedra, F. Ramirez, D. Contreras -- ORAND S.A, Chile

Slides: ORAND team at Instance Search (.pdf)
J. M. Barrios, J. M. Saavedra, F. Ramirez, D. Contreras -- ORAND Research Center, Chile

Aalto University
Paper: PicSOM Experiments in TRECVID 2014 (.pdf)
S. Ishikawa, M. Koskela, M. Sjöberg, R. Anwer, J. Laaksonen, E. Oja -- Dept. of Information and Computer Science, Aalto University School of Science, Aalto, Finland

Slides: PicSOM Experiments in TRECVID 2014 Semantic Indexing Task (.pdf)
J. Laaksonen -- Aalto University School of Science, Finland

Peking University ICST
Paper:PKU-ICST at TRECVID 2014: Instance Search Task (.pdf)
Y. Peng, J. Zhang, P. Tang, L. Huang, X. Huang, X. He -- Institute of Computer Science and Technology, Peking University, China

LIG
Paper:LIG at TRECVid 2014: Semantic Indexing (.pdf)
B. Safadi, N. Derbas, A. Hamadi, M. Budnik, P. Mulhem, G. Quénot -- UJF-Grenoble 1, UPMF-Grenoble 2, Grenoble INP, CNRS, LIG UMR 5217, France

Slides: On the use of semantic features for the semantic indexing task (.pdf)
B. Safadi, N. Derbas, A. Hamadi, M. Budnik, P. Mulhem, Georges Quénot -- UJF-LIG

SRI International Sarnoff, UCF, UMass, Cyc
Paper:SRI-Sarnoff AURORA System at TRECVID 2014 Multimedia Event Detection and Recounting (.pdf)
H. Cheng, J. Liu, I. Chakraborty, G. Chen, Q. Liu, M. Elhoseiny, G. Gan, A. Divakaran, H. S. Sawhney -- SRI-International Sarnoff, Vision Technologies Lab, USA
J. Allan, J. Foley -- University of Massachusetts-Amherst, MA, USA
M. Shah, A. Dehghan -- University of Central Florida, FL, USA
M. Witbrock, J. Curtis -- Cycorp Inc, USA

SRI International, University of Amsterdam, University of Southern California
Paper:The 2014 SESAME Multimedia Event Detection and Recounting System (.pdf)
R. C. Bolles, J. B. Burns, J. A. Herson, G. K. Myers, J. V. Hout, W. Wang, J. Wong, E. Yeh -- SRI International
A. Habibian, D. C. Koelma, T. Mensink, A. W.M. Smeulders, C. G.M. Snoek -- University of Amsterdam
R. Kovvuri, A. Aggarwal, K. Chen, P. Sharma, S. Cao, R. Nevatia -- University of Southern California

University of Sheffield, UK University of Engineering and Technology
Paper:THE UNIVERSITY OF SHEFFIELD AND UNIVERSITY OF ENGINEERING & TECHNOLOGY, LAHORE AT TECVID 2014: INSTANCE SEARCH TASK (.pdf)
S. Amanat, M. U. G. Khan, N. Nida -- Dept. of Computer Science & Engineering, UET Lahore, Pakistan
Y. Gotoh -- Dept. of Computer Science, University of Sheffield, UK

Telecom Italia
Paper:Telecom Italia at TRECVID2014 - Instance Search Task (.pdf)
L. Bertinetto, M. Balestri, S. Lepsøy, G. Francini -- Telecom Italia, Joint Open Lab VISIBLE
M. Bober -- Centre for Vision, Speech and Signal Processing, University of Surrey

University of Central Florida
Paper:UCF-CRCV at TRECVID 2014: Semantic Indexing (.pdf)
A. Dehghan, M. M. Kalayeh, Y. Zhang, H. Idrees, M. Shah -- Center for Research in Computer Vision, University of Central Florida
J. Liu, H. Cheng -- SRI International

Tokyo Institute of Technology
Paper:TokyoTech-Waseda at TRECVID 2014 (.pdf)
N. Inoue, Z. Liang, M. Lin, T. Hai, K. Shinoda -- Tokyo Institute of Technology
Z. Xuefeng, K. Ueki -- Waseda University

Slides: Semantic Indexing Using Deep CNNs and GMM Supervectors (.pdf)
N. Inoue, K. Shinoda -- Tokyo Institute of Technology
Z. Xuefeng, K. Ueki -- Waseda University

Poster: TokyoTech-Waseda at TRECVID 2014: Semantic Indexing Using Deep CNN and GMM Supervectors (.pdf)
N. Inoue, K. Shinoda -- Tokyo Institute of Technology
Z. Xuefeng, K, Ueki -- Waseda University

Technische UniversitÄt Chemnitz
Paper:Technische Universität Chemnitz at TRECVID Instance Search 2014 (.pdf)
M. Ritter, D. Richter, R. Manthey -- Junior Professorship Media Computing
M. Heinzig, R. Herms, S. Kahl, M. Eibl -- Chair Media Informatics at Technische UniversitÄt Chemnitz, Germany

Poster: Technische Universität Chemnitz at TRECVID Instance Search 2014 (.pdf)
M. Ritter, M. Heinzig, R. Herms, S. Kahl, D. Richter, R. Manthey, M. Eibl -- Junior Professorship Media Computing & Chair Media Informatics

Yanai Lab, Department of Informatics, The University of Electro-Communiacations, Tokyo
Paper:UEC at TRECVID 2014 SIN task (.pdf)
K. Yanai, H. Harada, D. H. Nga -- Dept. of Informatics, The University of Electro-Communications, Japan

City University of Hong Kong, Netherlands Organization for Applied Scientific Research (TNO)
Paper:VIREO-TNO @ TRECVID 2014: Multimedia Event Detection and Recounting (MED and MER) (.pdf)
C. Ngo, Y. Lu, H. Zhang, T. Yao, C. Tan, C. Tan, L. Pang -- Video Retrieval Group (VIREO), City University of Hong Kong
M. Boer, J. Schavemaker, K. Schutte, W. Kraaij -- Netherlands Organization for Applied Scientific Research (TNO), Netherlands

Slides: VIREO-TNO @ TRECVID 2014 Zero-Shot Event Detection and Recounting (.pdf)
M. de Boer -- TNO
Y. Lu, H. Zhang,C. Ngo -- VIREO Group, City University of Hong Kong, Hong Kong
M. Boer, J. Schavemaker, K. Schutte, W. Kraaij -- Netherlands Organization for Applied Scientific Research (TNO), Netherlands

Poster: Query Expansion in Complex Event Detection with Zero Examples (.pdf)
M. de Boer, K. Schutte -- Dept. of Intelligent Imaging, TNO, The Netherlands
W. Kraaij -- Institute for Computing and Information Science, Radboud University Nijmegen, The Netherlands

Paper:VIREO @ TRECVID 2014: Instance Search and Semantic Indexing (.pdf)
W. Zhang, H. Zhang, T. Yao, Y. Lu, J. Chen, C. Ngo -- Video Retrieval Group (VIREO), City University of Hong Kong

Other Paper

TREC Video Retrieval Evaluation

Partial bibliography of peer-reviewed journal and conference papers
based on TRECVID resources

(comprising mainly work publicly accessible work via the ACM Digital
Library and IEEE Explorer)

---

2014 (87)

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Gürsoy, O.; Kutluk, S.; Günsel, B.; Şengör, N.; , "Negatif olmayan
matris ayrıştirma ile ikili video kiyimlama binary video hashing by
non-negative matrix factorization," Signal Processing and
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Hongzhong Tang; Huixian Huang; Songhao Zhu; , "Video concept detection
based on spatio-temporal correlation," Computer Application and System
Modeling (ICCASM), 2010 International Conference on , vol.8, no.,
pp.V8-638-V8-642, 22-24 Oct. 2010 doi: 10.1109/ICCASM.2010.5620186
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Wolfgang Huerst, Cees G. M. Snoek, Willem-Jan Spoel, and Mate Tomin,
"Keep Moving! Revisiting Thumbnails for Mobile Video Retrieval," in
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Firenze, Italy, 2010.

Bouke Huurnink, Cees G. M. Snoek, Maarten de Rijke, and Arnold
W. M. Smeulders, "Today's and Tomorrow's Retrieval Practice in the
Audiovisual Archive," in Proceedings of the ACM International
Conference on Image and Video Retrieval, Xi'an, China, 2010,
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Nakamasa Inoue, Tatsuhiko Saito, Koichi Shinoda and Sadaoki Furui,
"High-Level Feature Extraction Using SIFT GMMs and Audio Models", In
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Yu-Gang Jiang; Jun Yang; Chong-Wah Ngo; Hauptmann, A.G.; ,
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Comprehensive Study," Multimedia, IEEE Transactions on , vol.12, no.1,
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Huan Li; Yuan Shi; Mingyu Chen; Hauptmann, A.; Zhang Xiong; ,
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Cross-Domain Semantic Concept Classification," Semantic Computing
(ICSC), 2010 IEEE Fourth International Conference on , vol., no.,
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LI Li; Weiming Hu; Bing Li; Chunfeng Yuan; Pengfei Zhu; Wanqing Li; ,
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Yuanning Li, Yonghong Tian, Jingjing Yang, Ling-Yu Duan, Wen
Gao. 2010. Video retargeting with multi-scale trajectory optimization.
March 2010 MIR '10: Proceedings of the international conference on
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Yuanning Li; Yonghong Tian; Ling-Yu Duan; Jingjing Yang; Tiejun Huang;
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With Spatial and Temporal Context," Multimedia, IEEE Transactions on ,
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Ke-yan Liu; Tong Zhang; Lei Wang; , "A new parallel video
understanding and retrieval system," Multimedia and Expo (ICME), 2010
IEEE International Conference on , vol., no., pp.679-684, 19-23 July
2010 doi: 10.1109/ICME.2010.5583873 URL:
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Zhu Liu, Tao Liu, David C. Gibbon, Behzad Shahraray. 2010. Effective
and scalable video copy detection March 2010 MIR '10: Proceedings of
the international conference on Multimedia information retrieval

Yang Liu, Wan-Lei Zhao, Chong-Wah Ngo, Chang-Sheng Xu, Han-Qing
Lu. 2010. Coherent bag-of audio words model for efficient large-scale
video copy detection. July 2010 CIVR '10: Proceedings of the ACM
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Shiyang Lu; Zhiyong Wang; Meng Wang; Ott, M.; Dagan Feng; , "Adaptive
reference frame selection for near-duplicate video shot detection,"
Image Processing (ICIP), 2010 17th IEEE International Conference on ,
vol., no., pp.2341-2344, 26-29 Sept. 2010 doi:
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Mezaris, V.; Sidiropoulos, P.; Dimou, A.; Kompatsiaris, I.; , "On the
Use of Visual Soft Semantics for Video Temporal Decomposition to
Scenes," Semantic Computing (ICSC), 2010 IEEE Fourth International
Conference on , vol., no., pp.141-148, 22-24 Sept. 2010 doi:
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Dianting Liu; Mei-Ling Shyu; Chao Chen; Shu-Ching Chen; , "Integration
of global and local information in videos for key frame extraction,"
Information Reuse and Integration (IRI), 2010 IEEE International
Conference on , vol., no., pp.171-176, 4-6 Aug. 2010 doi:
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Natsev, A.; Hill, M.; Smith, J.R.; , "Design and evaluation of an
effective and efficient video copy detection system," Multimedia and
Expo (ICME), 2010 IEEE International Conference on , vol., no.,
pp.1353-1358, 19-23 July 2010 doi: 10.1109/ICME.2010.5583216 URL:
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Thao Ngoc Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Bac
Hoai Le, Duc Anh Duong. 2010. An efficient method for face retrieval
from large video datasets. July 2010 CIVR '10: Proceedings of the ACM
International Conference on Image and Video Retrieval

Lin Pang, Juan Cao, Yongdong Zhang, Shouxun Lin. 2010. Hierarchical
feedback algorithm based on visual community discovery for interactive
video retrieval. July 2010 CIVR '10: Proceedings of the ACM
International Conference on Image and Video Retrieval

Pinheiro, A.M.G.; , "Performance analysis of the Edge Pixel
Orientations Histogram," Image Analysis for Multimedia Interactive
Services (WIAMIS), 2010 11th International Workshop on , vol., no.,
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Yu Qiu; Genliang Guan; Zhiyong Wang; Dagan Feng; , "Improving News
Video Annotation with Semantic Context," Digital Image Computing:
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Ranathunga, L.; Zainuddin, R.; Abdullah, N.A.; , "Semantic visual
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Sustainability (ICIAFs), 2010 5th International Conference on , vol.,
no., pp.463-468, 17-19 Dec. 2010 doi: 10.1109/ICIAFS.2010.5715706 URL:
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Roth, G.; Laganière, R.; Lambert, P.; Lakhmiri, I.; Janati, T.; , "A
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Robot Vision (CRV), 2010 Canadian Conference on , vol., no., pp.63-70,
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Stevan Rudinac, Martha Larson, Alan Hanjalic. 2010. Visual
concept-based selection of query expansions for spoken content
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ACM SIGIR conference on Research and development in information
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Safadi, B.; Quenot, G.; , "Active learning with multiple classifiers
for multimedia indexing," Content-Based Multimedia Indexing (CBMI),
2010 International Workshop on , vol., no., pp.1-6, 23-25 June 2010
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Saracoğlu, A.; Tekin, M.; Esen, E.; Soysal, M.; Loğoğlu, K.B.; Ateş,
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Processing and Communications Applications Conference (SIU), 2010 IEEE
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Klaus Schoeffmann, Frank Hopfgartner, Oge Marques, Laszlo
Boeszoermenyi, and Joemon M. Jose. 2010 Video browsing interfaces and
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Markus Seidl, Matthias Zeppelzauer, and Christian Breiteneder. 2010. A
study of gradual transition detection in historic film material. In
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Shirahama, Kimiaki; Lin Yanpeng; Matsuoka, Yuta; Uehara, Kuniaki; ,
"Query by example for large-scale video data by parallelizing rough
set theory based on MapReduce," Science and Social Research (CSSR),
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Cees G. M. Snoek and Arnold W. M. Smeulders, "Visual-Concept Search
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Tahayna, B.; Belkhatir, M.; Alhashmi, S.M.; O'Daniel, T.; , "Human
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Tuan Hue Thi; Jian Zhang; Li Cheng; Li Wang; Satoh, S.; , "Human
Action Recognition and Localization in Video Using Structured Learning
of Local Space-Time Features," Advanced Video and Signal Based
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Jeff Ubois, Jamie Davidson, Marko Grobelnik, Paul Over, Hans
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Uijlings, J.R.R.; Smeulders, A.W.M.; Scha, R.J.H.; , "Real-Time Visual
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Adrian Ulges, Christian Schulze, Markus Koch, and Thomas
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David Vallet, Ivan Cantador, Joemon M. Jose. 2010. Exploiting
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David Vallet, Frank Hopfgartner, Joemon M. Jose, and Pablo
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Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek,
"Evaluating Color Descriptors for Object and Scene Recognition," IEEE
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Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek,
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Jan C. van Gemert, Cees G. M. Snoek, Cor J. Veenman, Arnold
W. M. Smeulders, and Jan-Mark Geusebroek, "Comparing Compact Codebooks
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Stefanos Vrochidis, Ioannis Kompatsiaris, Ioannis
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Kong-Wah Wan; Ah-Hwee Tan; Joo-Hwee Lim; Liang-Tien Chia; , "Faceted
topic retrieval of news video using joint topic modeling of visual
features and speech transcripts," Multimedia and Expo (ICME), 2010
IEEE International Conference on , vol., no., pp.843-848, 19-23 July
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Yaowei Wang; Yonghong Tian; Lingyu Duan; Zhipeng Hu; Guochen Jia; ,
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Processing (ICIP), 2010 17th IEEE International Conference on , vol.,
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Peter Wilkins, Alan F. Smeaton, Paul Ferguson. 2010. Properties of
optimally weighted data fusion in CBMIR. July 2010 SIGIR '10:
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Yu Xiang; Xiangdong Zhou; Zuotao Liu; Tat-Seng Chua; Chong-Wah Ngo; ,
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Fields for automatic image annotation," Computer Vision and Pattern
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Xinxing Xu; Dong Xu; Tsang, I.W.; , "Video Concept Detection Using
Support Vector Machine with Augmented Features," Image and Video
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Jin Yuan, Zheng-Jun Zha, Zhengdong Zhao, Xiangdong Zhou, Tat-Seng
Chua. 2010. Utilizing related samples to learn complex queries in
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Hui Zhang; Zhicheng Zhao; Anni Cai; Xiaohui Xie; , "A novel framework
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Zhicheng Zhao; Xiaodan Liu; , "A segment-based advertisement search
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Qiusha Zhu; Lin Lin; Mei-Ling Shyu; Shu-Ching Chen; , "Feature
Selection Using Correlation and Reliability Based Scoring Metric for
Video Semantic Detection," Semantic Computing (ICSC), 2010 IEEE Fourth
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Robin Aly, Djoerd Hiemstra, Arjen P. de Vries. 2009. Reusing
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Ioannis Arapakis, Ioannis Konstas, Joemon M. Jose, Ioannis
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Stéphane Ayache, Georges Quénot, Laurent Besacier. 2009. The LIG
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Bailer W., Lee F. and Thallinger G. A Distance Measure for Repeated
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Bailer W. and Rehatschek H. Comparing Fact Finding Tasks and User
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Bailer W. and Thallinger G. Summarizing Raw Video Material Using
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Juan Cao, HongFang Jing, Chong-Wah Ngo, YongDong Zhang. 2009.
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Juan Cao, Yong-Dong Zhang, Jun-Bo Guo, Lei Bao, Jin-Tao
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Lixin Duan, Ivor W. Tsang, Dong Xu, Tat-Seng Chua. 2009. Domain
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Martin Halvey, Joemon M. Jose. 2009. The role of expertise in aiding
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Martin Halvey, David Vallet, David Hannah, Joemon
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Benoit Huet, Jinhui Tang, Alex Hauptmann. 2009 .ACM SIGMM the first
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Yu-Gang Jiang, Chong-Wah Ngo, Shih-Fu Chang. 2009. Semantic context
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Philip Kelly, Ciarán Ó Conaire, Noel
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Duy-Dinh Le, Shin'ichi Satoh. 2009. Efficient concept detection by
fusing simple visual features. March 2009 SAC '09: Proceedings of the
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Wei-Hao Lin, Alexander Haputmann. 2009. Identifying news videos'
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October 2009 MM '09: Proceedings of the seventeen ACM international
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Yuan Liu, Tao Mei, Xian-Sheng Hua. 2009. CrowdReranking: exploring
multiple search engines for visual search reranking. July 2009 SIGIR
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Paul Over, George Awad, Alan F. Smeaton, Colum Foley, James
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October 2009 WSMC '09: Proceedings of the 1st workshop on Web-scale
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Yuxin Peng, Zhiwu Lu, Jianguo Xiao. 2009. Semantic concept annotation
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Sébastien Poullot, Michel Crucianu, Shin'Ichi Satoh. 2009. Indexing
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P. Punitha, Joemon M. Jose, Anuj Goyal. 2009. Topic prerogative
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Arjan T. Setz and Cees G. M. Snoek, "Can Social Tagged Images Aid
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Kimiaki Shirahama, Chieri Sugihara, Yuta Matsuoka, Kuniaki
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Alan F. Smeaton,. Paul Over, Aiden R. Doherty. Video shot boundary
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Cees G. M. Snoek and Marcel Worring, "Concept-Based Video Retrieval,"
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Lin-Xie Tang, Tao Mei, Xian-Sheng Hua. 2009. Near-lossless video
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Pablo Toharia, Oscar D. Robles, Alan F. Smeaton and Angel Rodriguez:
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Pablo Toharia, Alberto Sánchez, José Luis Bosque and Oscar
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Pablo Toharia, Alberto Sánchez, José Luis Bosque and Oscar
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Thierry Urruty, Frank Hopfgartner, David Hannah, Desmond Elliott,
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Stefanos Vrochidis, Paul King, Lambros Makris, Anastasia Moumtzidou,
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Wang, D., Wang, Z., Li, J., Zhang, B., and Li, X. 2009. Query
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Xiao-Yong Wei, Yu-Gang Jiang, Chong-Wah Ngo. 2009. Exploring
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Peter Wilkins, Raphaël Troncy, Martin Halvey, Daragh Byrne, Alia
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Zhipeng Wu, Shuqiang Jiang, Qingming Huang. 2009. Near-duplicate video
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Rong Yan, Marc-Olivier Fleury, Michele Merler, Apostol Natsev, John
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Ming Yang, Fengjun Lv, Wei Xu, Kai Yu, Yihong Gong. Human action
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Guangyu Zhu, Ming Yang, Kai Yu, Wei Xu, Yihong Gong. Detecting video
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Aly, R.B.N. and Hiemstra, D. and de Vries, A.P. and de Jong, F.M.G.

(2008) Probabilistic Ranking Framework using Unobservable Binary
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Ioannis Arapakis, Ioannis Konstas, Joemon M. Jose. 2009. Using facial
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indicators of topical relevance. October 2009 MM '09: Proceedings of
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Bailer W. A Comparison of Distance Measures for Clustering Video
Sequences. Proceedings of 1st Workshop on Automated Information
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Bailer W., Dumont E., Essid S., and Mérialdo B. A collaborative
approach to automatic rushes video summarization. Proceedings of First
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Werner Bailer, Felix Lee and Georg Thallinger. Detecting and Clustering
Multiple Takes of One Scene. Proceedings of the 14th International
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Bredin H, Byrne D, Lee H, O'Connor N and Jones G. Dublin City
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Byrne D, Doherty A, Snoek C.G.M, Jones G and Smeaton A.F. Validating
the Detection of Everyday Concepts in Visual Lifelogs. SAMT 2008 - 3rd
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Koblenz, Germany, 3-5 December 2008.

Daragh Byrne, Aiden R. Doherty, Cees G. M. Snoek, Gareth J. F. Jones,
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Validation, Relationships and Trends," Multimedia Tools and
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Byrne D, Wilkins P, Jones G, Smeaton A.F and O'Connor N. Measuring the
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International Conference on Image and Video Retrieval, Niagara Falls,
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Doherty A, Byrne D, Smeaton A.F, Jones G, and Hughes M. Investigating
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Video Retrieval, Niagara Falls, Canada, 7-9 July 2008.

Doherty A, O Conaire C, Blighe M, Smeaton A.F and O'Connor
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Doherty A and Smeaton A.F. Automatically Segmenting Lifelog Data Into
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Dumont E, Merialdo B, Essid S, Bailer W, Byrne D, Bredin H, O'Connor
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Conference on Semantic and Digital Media Technologies, Koblenz,
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Dumont E, Merialdo B, Essid S, Bailer W, Rehatschek H, Byrne D, Bredin
H, O'Connor N, Jones G, Smeaton A.F, Haller M and Piatrick T. Video
Rushes Summarization Using a Collaborative Approach. . TVS 2008 -
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Zhiwei Gu, Tao Mei, Jinhui Tang, Xiuqing Wu, Xian-Sheng Hua. "MILC^2:
A Multi-Layer Multi-Instance Learning Approach to Video Concept
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Gurrin C. Content-based Video Retrieval. Encyclopedia of Database
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Haubold, A. and Natsev, A. 2008. Web-based information content and its
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Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek, "A
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Retrieval, Niagara Falls, Canada, 2008, pp. 141-149.

Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek,
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Ken-Hao Liu, Ming-Fang Weng, Chi-Yao Tseng, Yung-Yu Chuang and
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Lee F. and Bailer W. Organizing Rushes Video by Visually Similar
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Lee H, Gurrin C, Jones G and Smeaton A.F. Interaction Design for
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Ork de Rooij, Cees G. M. Snoek, and Marcel Worring, "Balancing Thread
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International Conference on Image and Video Retrieval, Niagara Falls,
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Ork de Rooij, Cees G. M. Snoek, and Marcel Worring, "MediaMill: Fast
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the ACM International Conference on Image and Video Retrieval, Niagara
Falls, Canada, 2008, pp. 561-561.

Jeremy Pickens, Gene Golovchinsky, Chirag Shah, Pernilla Qvarfordt,
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Smeaton A.F, Foley C, Byrne D and Jones G. iBingo Mobile Collaborative
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Smeaton A.F, Foley C, Byrne D and Jones G. Mobile, Ubiquitous
Information Seeking, as a Group:The iBingo Collaborative Video
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Conference on Mobile and Ubiquitous Systems: Computing, Networking and
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Smeaton A.F, Over P and Kraaij W. High-level Feature Detection from
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Smeaton A.F, Wilkins P, Worring N, de Rooij O, Chua T-S and Luan
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Cees G. M. Snoek, Marcel Worring, Ork de Rooij, Koen E. A. van de
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Jinhui Tang, Xian-Sheng Hua, Yan Song, Tao Mei, Xiuqing
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Wilkins P, Smeaton A.F, O'Connor N and Byrne D. K-Space Interactive
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Retrieval. VideOlympics @ CIVR, Niagara Falls, Canada, 7-9 July 2008.

Yan-Tao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian, ’¡ÈObject-based
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Werner Bailer and Georg Thallinger. A Framework for Multimedia Content
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Bosch, A., Zisserman, A. and Munoz, X. Representing shape with a
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Byrne D, Kehoe P, Lee H, O Conaire C, Smeaton A.F, O'Connor N and
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Christel, M. G. 2007. Establishing the utility of non-text search for
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Christel, M. Examining User Interactions with Video Retrieval Systems.
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Chum, O., Philbin, J., Isard, M. and Zisserman, A. Scalable Near
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Dayong Ding, Bo Zhang. Probabilistic Model Supported Rank Aggregation
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Zhiwei Gu, Tao Mei, Xian-Sheng Hua, Jinhui Tang, Xiuqing
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Steven C.H. Hoi and Michael R Lyu. "A Multi-Modal and Multi-Level
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Winston H. Hsu, Lyndon Kennedy, Shih-Fu Chang. Reranking Methods for
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Winston H. Hsu, Lyndon Kennedy, Shih-Fu Chang. Video Search Reranking
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Wei Jiang, Shih-Fu Chang, Alexander C. Loui. Kernel Sharing With Joint
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Wei Jiang, Shih-Fu Chang, Alexander C. Loui. Context-Based Concept
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Yu-Gang Jiang, Chong-Wah Ngo, Jun Yang, Towards Optimal
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Kehoe P and Smeaton A.F. Using Graphics Processor Units (GPUs) for
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Lyndon Kennedy, Shih-Fu Chang. A Reranking Approach for Context-based
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Koskela M and Smeaton A.F. Measuring Concept Similarities in
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Koskela M and Smeaton A.F. An Empirical Study of Inter-Concept
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Xirong Li, Dong Wang, Jianmin Li and Bo Zhang, Video Search in Concept
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Jingjing Liu, Wei Lai, Xian-Sheng Hua, Yalou Huang, Shipeng Li. Video
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Xiaobing Liu, Dong Wang, Jianmin Li, Bo Zhang, The Feature and Spatial
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Huan-Bo Luan, Shi-Yong Neo, Hai-Kiat Goh, Yong-Dong Zhang, Shou-Xun Lin,
Tat-Seng Chua. Segregated Feedback with Performance-based Adaptive
Sampling for Interactive News Video Retrieval, ACM MM 2007, Augsburg,
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Shi-Yong Neo, Yuanyuan Ran, Hai-Kiat Goh, Yantao Zheng, Tat-Seng Chua,
Jintao Li, ’¡ÈThe Use of Topic Evolution to help Users Browse and Find
Answers in News Video Corpus,’¡É ACM MM 2007, Augsburg, Germany, 23-29
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Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua, Sheng Tang,
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Chen-Ming Pan, Yung-Yu Chuang, Winston H. Hsu."NTU TRECVID-2007 Fast
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Ork de Rooij, Cees G.M. Snoek, and Marcel Worring. MediaMill: Semantic
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Ork de Rooij, Cees G.M. Snoek, and Marcel Worring. MediaMill: Video
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Over P, Smeaton A.F and Kelly P. The TRECVID 2007 BBC Rushes
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Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Tao Mei, Hong-Jiang
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Frank J. Seinstra, Jan-Mark Geusebroek, Dennis Koelma, Cees
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Smeaton A.F. Techniques Used and Open Challenges to the Analysis,
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Smeaton A.F. TRECVid - Video Evaluation. ASIST Bulletin, 2007.

Smeaton A.F. Video Summarisation: A new Challenge. Proceedings of the
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Glasgow, Scotland, 20 July 2007.

Cees G.M. Snoek, Bouke Huurnink, Laura Hollink, Maarten de Rijke, Guus
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Cees G.M. Snoek and Marcel Worring. Are Concept Detector Lexicons
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Cees G.M. Snoek, Marcel Worring, Dennis C. Koelma, and Arnold
W.M. Smeulders. A Learned Lexicon-Driven Paradigm for Interactive
Video Retrieval. IEEE Transactions on Multimedia, 9(2):280-292,
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Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Meng Wang, Tao Mei, Xiuqing
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Tesic, J., Natsev, A., and Smith, J. R. 2007. Cluster-based data
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Dong Wang, Jianmin Li, and Bo Zhang. The Importance of
Query-Concept-Mapping for Automatic Video Retrieval, ACM Multimedia
2007

Dong Wang, Xiaobing Liu, Linjie Luo, Jianmin Li and Bo Zhang. Video
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Dong Wang, Zhikun Wang, Xirong Li, Xiaobing Liu, Jianmin Li and Bo
Zhang. Mapping Query to Semantic Concepts: Leveraging Semantic Indices
for Automatic and Interactive Video Retrieval, Invited paper in
special session of "Closing the semantic gap: concept-based video
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Feng Wang, Chong-Wah Ngo, Rushes Video Summarization by Object and
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Multimedia (TVS'07), Augsburg, Germany, Sep. 2007.

Meng Wang, Xian-Sheng Hua, Xun Yuan, Yan Song, Li-Rong Dai. Optimizing
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Meng Wang, Xian-Sheng Hua, Yan Song, Li-Rong Dai, Ren-Hua Wang. An
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Modalities. International Conference on Acoustic, Speech, and Signal
Processing (ICASSP), April, 2007, Honolulu, Hawaii, USA.

Meng Wang, Xian-Sheng Hua, Yan Song, Jinhui Tang, Li-Rong Dai,
’¡ÈMulti-Concept Multi-Modality Active Learning for Interactive Video
Annotation’¡É, to appear in First IEEE International Conference on
Semantic Computing (ICSC), Irvine, California, USA, September, 2007.

Xiao-Yong Wei, Chong-Wah Ngo, Ontology-Enriched Semantic Space for
Video Search, ACM Multimedia (MM'07), Augsburg, Germany, Sep. 2007.

Wilkins P, Adamek T, Smeaton A.F. and O'Connor N. Inexpensive Fusion
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Wilkins P, Adamek T, O'Connor N and Smeaton A.F. Inexpensive Fusion
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Marcel Worring, Cees G.M. Snoek, Ork de Rooij, Giang P. Nguyen, and
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Xiao Wu, Alexander G. Hauptmann, Chong-Wah Ngo, Novelty Detection for
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Xiao Wu, Wan-Lei Zhao, Chong-Wah Ngo, Efficient Near-Duplicate
Keyframe Retrieval with Visual Language Models, International
Conference on Multimedia and Expo (ICME), 2007

Xiao Wu, Wan-Lei Zhao, Chong-Wah Ngo, Near-Duplicate Keyframe
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Yan, R. and Hauptmann, A. G. 2007. A review of text and image
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Jun Yang, Yu-Gang Jiang, Alexander G. Hauptmann, Chong-Wah Ngo,
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Retrieval (MIR'07), Augsburg, Germany, Sep. 2007.

Jinhui Yuan, Huiyi Wang, Lan Xiao, Wujie Zheng, Jianmin Li, Fuzong
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Jinhui Yuan, Jianmin Li, Bo Zhang. Gradual transitions detection with
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Eric Zavesky, Zhu Liu, David Gibbon, Behzad Shahraray. Searching
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Zhengjun Zha, Tao Mei, Zengfu Wang, Xian-Sheng Hua. "Building a
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Wan-Lei Zhao, Chong-Wah Ngo, Hung-Khoon Tan, Xiao Wu, Near-Duplicate
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Christel, M. Evaluation and User Studies with Respect to Video
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Christel, M., and Conescu, R. Mining Novice User Activity with TRECVID
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Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith. Visual
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Ewerth, Ralph and Freisleben, Bernd: Self-Supervised Learning for
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Garnaud E, Smeaton A.F and Koskela M. Evaluation of a Video Annotation
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Gurrin C, Johansen D and Smeaton A.F. Supporting Relevance Feedback in
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Hoashi, K., Sugano, M., Naito, M., Matsumoto, K., Sugaya, F. (2006)
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Winston H. Hsu, Lyndon Kennedy, and Shih-Fu Chang. (2006) "Video Search
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Winston H. Hsu and Shih-Fu Chang.(2006) "Topic Tracking across Broadcast
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Wei Jiang, Shih-Fu Chang, Alexander C. Loui. Active Context-based
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Lyndon Kennedy, Shih-Fu Chang, Igor Kozintsev. To Search or To Label?:
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Koskela M and Smeaton A.F. Clustering-Based Analysis of Semantic
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Koskela M, Smeaton A.F and Gaughan G. Semantic Analysis of Concept
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Wei Lai, Xian-Sheng Hua, Wei-Ying Ma. Towards Content-Based Relevance
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Matsumoto, K., Hoashi, K., Naito, M., Shishibori, M., Kita, K. (2006)
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Matsumoto, K., Naito, M., Hoashi, K., Sugaya, F. (2006) SVM-based Shot
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Naito, M., Matsumoto, K., Hoashi, K., Sugaya, F. (2006) Camera Motion
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Milind Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston
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Shi-Yong Neo, Yantao Zheng, Tat-Seng Chua, Qi Tian ’¡ÈNews Video Search
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Shi-Yong Neo, Jin Zhao, Min-Yan Kan, Tat-Seng Chua ’¡ÈVideo Retrieval
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O'Connor N, Lee H, Smeaton A.F, Jones G, Cooke E, Le Borgne H and
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Over P, Smeaton A.F and Docef A. Eval-ware: Digital Video Retrieval.
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Sav S, Jones G, Lee H, O'Connor N and Smeaton A.F. Interactive
Experiments in Object-Based Retrieval. CIVR2006 - 5th International
Conference on Image and Video Retrieval. Springer Lecture Notes in
Computer Science Vol. 4071, Tempe, AZ, 13-15 July 2006.

Shishibori, M., Minamimoto, T., Matsumoto, K., Hoashi, K., Naito, M.,
Kita, K. (2006) Estimation of The Camera Motion based on Movement of
Interest Points between Images, Proc. of 12th Korea-Japan Joint
Workshop on Frontiers of Computer Vision (FCV2006),
pp. 145-150, Feb. 2006.

Smeaton A.F. TrecVid. CLEAR '06 (Classification of Events,
Activities and Relationships) Evaluation Workshop, Southampton, U.K.,
6-7 April 2006.

Smeaton A.F, Foley C, Gurrin C, Lee H and Mc Givney S. (2006)
Collaborative Searching for Video Using the Fishlar System and a
DiamondTouch Table. TableTop2006 - The 1st IEEE International
Workshop on Horizontal Interactive Human-Computer Systems, Adelaide,
Australia, 5-7 January 2006.

Smeaton A.F, Gurrin C and Lee H. Interactive Searching and Browsing of
Video Archives: Using Text and Using Image Matching. In: Hammoud,
Riad (Ed.), Interactive Video: Algorithms and Technologies, 2006, XVI,
250 p. 109 illus., Hardcover, ISBN: 3-540-33214-6 , 2006.

Smeaton A.F, Jones G, Lee H and O'Connor N and Sav S. Object-Based
Access to TV Rushes Video. ECIR 2006 - European Conference on
Information Retrieval. Lalmas M et al. (Eds.): Lecture Notes in
Computer Science (LNCS Series 3936), pp. 476-479., London, U.K., 10-12
April 2006.

Smeaton A.F, Lee H, Foley C, Mc Givney S and Gurrin C. (2006)
Fishlar-DiamondTouch: Collaborative Video Searching on a Table. SPIE
Electronic Imaging - Multimedia Content Analysis, Management, and
Retrieval, San Jose, CA, 15-19 January 2006.

Smeaton A.F, Lee H, Foley C and Mc Givney S. Collaborative Video
Searching on a Tabletop. Multimedia Systems Journal, Vol. 12, No. 4-5,

Smeaton A.F, Over P and Kraaij W. Evaluation Campaigns and
TRECVid. MIR 2006 - 8th ACM SIGMM International Workshop on Multimedia
Information Retrieval, Santa Barbara, CA, 26-27 October 2006.

Arnold W.M. Smeulders, Jan C. van Gemert, Jan-Mark Geusebroek, Cees
G.M. Snoek, and Marcel Worring Browsing for the National Dutch Video
Archive In Proceedings of the 2nd IEEE-EURASIP International Symposium
on Communications, Control and Signal Processing, Marrakech, Morocco,
March 2006.

Cees G.M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis
C. Koelma, Frank J. Seinstra, and Arnold W.M. Smeulders The Semantic
Pathfinder: Using an Authoring Metaphor for Generic Multimedia
Indexing IEEE Transactions on Pattern Analysis and Machine
Intelligence, 28(10), October 2006.

Cees G.M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis
C. Koelma, Frank J. Seinstra, and Arnold W.M. Smeulders The Semantic
Pathfinder for Generic News Video Indexing In Proceedings of the IEEE
International Conference on Multimedia & Expo, pp. 1469-1472, Toronto,
Canada, July 2006.

Cees G.M. Snoek, Marcel Worring, and Alexander G. Hauptmann Learning
Rich Semantics from News Video Archives by Style Analysis ACM
Transactions on Multimedia Computing, Communications and Applications,
2(2):91-108, May 2006.

Cees G.M. Snoek, Marcel Worring, Dennis C. Koelma, and Arnold
W.M. Smeulders Learned Lexicon-driven Interactive Video Retrieval In
CIVR 2006 - International Conference on Image and Video Retrieval,
H. Sundaram et al. (Eds.), LNCS 4071, pp. 11-20, Tempe, USA, 13-15
July 2006. Springer-Verlag.

Cees G.M. Snoek, Marcel Worring, Bouke Huurnink, Jan C. van Gemert,
Koen E.A. van de Sande, Dennis C. Koelma, and Ork de Rooij. MediaMill:
Video Search using a Thesaurus of 500 Machine Learned Concepts. In
Proceedings of the 1st International Conference on Semantic and
Digital Media Technologies, Athens, Greece, December 2006.

Cees G.M. Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark
Geusebroek, and Arnold W.M. Smeulders The Challenge Problem for
Automated Detection of 101 Semantic Concepts in Multimedia In
Proceedings of ACM Multimedia, Santa Barbara, USA, October 2006.

Pablo Toharia, Oscar Robles, Jose Luis Bosque and A.
Rodriguez. "Towards a Parallel Video Segmentation on a Shared Memory
Architecture". Workshop 2006 on Computation Intensive Methods for
Computer Vision, held with ECCV 2006. Graz, Austria, May 2006.

P. Toharia, O. D. Robles, J. L. Bosque, A. Rodriguez. "Video shot
extraction on parallel architectures". In proceedings of the 2006
International Symposium on Parallel and Distributed Processing and
Applications (ISPA 2006). Sorrento, Italy, December 2006. Lecture
Notes in Computer Science, Vol. 4330, pp. 869-883. Springer
Verlag. ISBN: 978-3-540-68067-3.

Jan C. van Gemert, Jan-Mark Geusebroek, Cor J. Veenman, Cees
G.M. Snoek, and Arnold W.M. Smeulders Robust Scene Categorization by
Learning Image Statistics in Context In CVPR Workshop on Semantic
Learning Applications in Multimedia, New York, USA, June 2006.

Jan C. van Gemert, Cees G.M. Snoek, Cor Veenman, and Arnold
W.M. Smeulders The Influence of Cross-Validation on Video
Classification Performance In Proceedings of ACM Multimedia, Santa
Barbara, USA, October 2006.

Volkmer, Timo and Natsev, Apostol (Paul). (2006) Exploring Automatic
Query Refinement for Text-Based Video Retrieval. In Proceedings of the
IEEE International Conference on Multimedia & Expo (ICME) 2006,
Toronto, Ontario, Canada, 9-12 July, 2006.

Dong Wang and Jianmin Li and Bo Zhang. (2006) "Relay Boost Fusion for
Learning Rare Concepts in Multimedia" in Proceedings of the Conference
on Image and Video Retrieval (CIVR 2006).

Meng Wang, Xian-Sheng Hua, Yan Song, Xun Yuan, Shipeng Li, and
Hong-Jiang Zhang. Automatic Video Annotation by Semi-supervised
Learning with Kernel Density Estimation. ACM Multimedia (ACM MM),
Santa Barbara, CA, USA, Oct 23-27 2006.

Wilkins P, Ferguson P, Gurrin C and Smeaton A.F. Automatic
Determination of Feature Weights for Mult-Feature CBIR. ECIR 2006 -
European Conference on Information Retrieval. Lalmas M et al. (Eds.):
Lecture Notes in Computer Science (LNCS Series 3936), London, U.K.,
10-12 April 2006.

Wilkins P, Ferguson P and Smeaton A.F. Using Score Distributions for
Querytime Fusion in Multimedia Retrieval. MIR 2006 - 8th ACM SIGMM
International Workshop on Multimedia Information Retrieval, Santa
Barbara, CA, 26-27 October 2006.

Marcel Worring, Cees G.M. Snoek, Ork de Rooij, Giang P. Nguyen, and
Dennis C. Koelma Lexicon based browsers for searching in news video
archives In Proceedings of the International Conference on Pattern
Recognition, Hong Kong, China, August 2006.

Marcel Worring, Cees G.M. Snoek, Bouke Huurnink, Jan van Gemert,
Dennis Koelma, and Ork de Rooij The MediaMill Large-lexicon Concept
Suggestion Engine In Proceedings of ACM Multimedia, Santa Barbara,
USA, October 2006.

Marcel Worring, Cees G.M. Snoek, Ork de Rooij, Giang P. Nguyen,
Richard van Balen and Dennis C. Koelma MediaMill: Advanced Browsing in
News Video Archives In CIVR 2006 - International Conference on Image
and Video Retrieval, H. Sundaram et al. (Eds.), LNCS 4071,
pp. 533-536, Tempe, USA, 13-15 July 2006. Springer-Verlag.

Xiao Wu, Chong-Wah Ngo, and Qing Li. (2006). Threading and
Autodocumenting News Videos. IEEE Signal Processing Magazine, volume
23, issue 2, pp. 59-68, March 2006.

Lexing Xie, Dong Xu, Shahram Ebadollahi, Katya Scheinberg, Shih-Fu
Chang, John R. Smith. Detecting Generic Visual Events with Temporal
Cues. In Proc. 40th Asilomar Conference on Signals, Systems, and
Computers, Pacific Grove, CA, October 2006.

Lexing Xie, Shih-Fu Chang. Pattern Mining In Visual Concept
Streams. In IEEE International Conference on Multimedia and Expo (ICME
06), Toronto, Canada, 2006.

Akira Yanagawa, Winston Hsu, Shih-Fu Chang. Brief Descriptions of
Visual Features for Baseline TRECVID Concept Detectors. ADVENT
Technical Report #219-2006-5 Columbia University, July 2006.

Ming Zhao, Shi-Yong Neo, Hai-Kiat Goh, Tat-Seng Chua, ’¡ÈMulti-Faceted
Contextual Model for Person Identification in News Video’¡É In
Multimedia Modeling (MMM), Beijing, China 4-6 Jan, 2006.

Wujie Zheng and Jianmin Li and Zhangzhang Si and Fuzong Lin and and Bo
Zhang", "Using High-level Semantic Features in Video Retrieval" in the
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John Adcock, Matthew Cooper, Andreas Girgensohn, and Lynn Wilcox.

(2005) Interactive Video Search Using Multilevel Indexing
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pp. 205-14

Amir, A., Berg, M., and Permuter, H. 2005. Mutual relevance feedback
for multimodal query formulation in video retrieval. In Proceedings of
the 7th ACM SIGMM international Workshop on Multimedia information
Retrieval (Hilton, Singapore, November 10 - 11, 2005). MIR '05. ACM,
New York, NY, 17-24. DOI= http://doi.acm.org/10.1145/1101826.1101832

Chen, M.-Y., Christel, M., Hauptmann, A., and Wactlar, H. Putting
Active Learning into Multimedia Applications: Dynamic Definition and
Refinement of Concept Classifiers. Proc. ACM Multimedia '05
(Singapore, November 2005), pp. 902-911.

Christel, M., and Conescu, R. (2005). Addressing the Challenge of
Visual Information Access from Digital Image and Video
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(Denver, CO, June 2005), 69-78.

Christel, M., and Hauptmann, A. (2005). The Use and Utility of
High-Level Semantic Features. Proc. International Conference on Image
and Video Retrieval (CIVR) (Singapore, July 2005), in Lecture Notes in
Computer Science 3568, 134-144.

Gaughan G and Smeaton A.F.(2005) Finding New News: Novelty Detection in
Broadcast News.AIRS 2005 - Second Asia Information Retrieval
Symposium, Jeju Island, Korea, 13-15 October 2005.

Demir Gokalp and Selim Aksoy. (2005) "Finding Faces in News Videos," in 4th
International Workshop on Content-Based Multimedia Indexing, Riga,
Latvia, June 21-23, 2005.

Andreas Girgensohn, John Adcock, Matthew Cooper, and Lynn
Wilcox. (2005) A Synergistic Approach to Efficient Interactive Video
Retrieval INTERACT 2005, LNCS 3585, pp. 781-794 .

Andreas Girgensohn, John Adcock, Matthew Cooper, and Lynn Wilcox.

(2005) Interactive Search in Large Video Collections CHI 2005 Extended
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D Heesch and S R,N|ger. (2005) Image Browsing: Semantic Analysis of NNk
Networks. Int'l Conf on Image and Video Retrieval (CIVR, Singapore,
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Hoashi, K., Sugano, M., Naito, M., Matsumoto, K., Sugaya, F. (2005)
Video Story Segmentation and its Application to Personal Video
Recorders, Proc. of International Conference on Image and Video
Retrieval 2005, LNCS3568, pp. 39-48, Jul 2005.

P Howarth and S R,N|ger. (2005) Trading Precision for Speed: Localised
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P Howarth and S R,N|ger. (2005) Fractional Distance Measures for Content-Based
Image Retrieval. 27th European Conference on Information Retrieval
(ECIR, Santiago de Compostela, Spain, Mar 2005), pp 447-456, Springer
LNCS 3408, 2005

Winston Hsu, Shih-Fu Chang. (2005) "Visual Cue Cluster Construction via
Information Bottleneck Principle and Kernel Density Estimation," In
International Conference on Content-Based Image and Video Retrieval
(CIVR), Singapore, 2005.

Nazli Ikizler and Pinar Duygulu, 2005) Person Search Made Easy. In
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Jaffre, G., and Joly, P. (2005) . Improvement of a Temporal Video
Index Produced by an Object Detector. In Proceedings of the 11th
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(CAIP), Rocquencourt, France, september 2005.

Malobabic J, Le Borgne H, Murphy N and O'Connor N. (2005) Detecting
The Presence of Large Buildings in Natural Images. CBMI 2005 - 4th
International Workshop on Content-Based Multimedia Indexing, Riga,
Latvia, 21-23 June 2005.

Mc Donald K and Smeaton A.F. (2005) A Comparison of Score, Rank and
Probability-based Fusion Methods for Video Shot Retrieval. CIVR 2005 -
International Conference on Image and Video Retrieval, W-K Leow et
al. (Eds.), LNCS 3569, pp61-70, Singapore, 20-22 July 2005. LNCS
Series 3569, (c) Springer-Verlag 2005.

Natsev, A. (., Naphade, M. R., and Te,%Gš,%@i,%GĆ,%@,
J. 2005. Learning the semantics of multimedia queries and concepts
from a small number of examples. In Proceedings of the 13th Annual ACM
international Conference on Multimedia (Hilton, Singapore, November 06

• 11, 2005). MULTIMEDIA '05. ACM, New York, NY, 598-607. DOI=
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O'Connor N, Cooke E, Le Borgne H, Blighe M and Adamek T. (2005) The
AceToolbox: Low-Level Audiovisual Feature Extraction for Retrieval and
Classification. 2nd IEE European Workshop on the Integration of
Knowledge, Semantic and Digital Media Technologies, London, U.K., 30
November-1 December 2005.

Rautiainen M & Sepp,Ndnen T (2005) Comparison of visual features and
fusion techniques in automatic detection of concepts from news video.
Proc. 2005 IEEE International Conference on Multimedia & Expo,
Amsterdam, The Netherlands.

Rautiainen M, Ojala T, Sepp,Ndnen T (2005) Content-based browsing in
large news video databases. Proc. 5th IASTED International Conference
on Visualization, Imaging and Image Processing, Benidorm, Spain.

Sav S, Lee H, Smeaton A.F, O'Connor N and Murphy N. (2005) Using Video
Objects and Relevance Feedback in Video Retrieval. In Multimedia
Systems and Applications VIII, edited by Anthony Vetro, Chang Wen
Chen, C.-C. J. Kuo, Tong Zhang, Qi Tian and John R. Smith. Proceedings
of SPIE (SPIE, Bellingham, Wa) Vol. 6015, 601512 (2005), Boston, MA,
USA, 23-26 October 2005.

Sav S, Lee H, O'Connor N and Smeaton A.F. (2005) Interactive
Object-based Retrieval Using Relevance Feedback. Acivs 2005 -
Advanced Concepts for Intelligent Vision Systems, Antwerp, Belgium,
20-23 September 2005.

Sav S, Lee H, Smeaton A.F. and O'Connor N. (2005) Using Segmented
Objects in Ostensive Video Shot Retrieval. AMR 2005 - 3rd
International Workshop on Adaptive Multimedia Retrieval, Glasgow,
U.K., 28-29 July 2005.

Sav S, O'Connor N, Smeaton A.F and Murphy N. (2005) Associating
Low-level Features with Semantic Concepts using Video Objects and
Relevance Feedback. WIAMIS 2005 - 6th International Workshop on Image
Analysis for Multimedia Interactive Services, Montreux, Switzerland,
13-15 April 2005.

F.J. Seinstra, C.G.M. Snoek, D. Koelma, J.M. Geusebroek, and
M. Worring. (2005) User Transparent Parallel Processing of the 2004 NIST
TRECVID Data Set. In International Parallel and Distributed Processing
Symposium, Denver, USA, April 2005.

Smeaton, A.F. (2005) TRECVid Evaluation and Related Work at Dublin
City University. Smeaton A.F. VACE 18-Month Workshop, Baltimore,
Maryland, 26-28 April 2005.

Smeaton A.F. Large Scale Evaluations of Multimedia Information
Retrieval: The TRECVid Experience. (2005) CIVR 2005 - International
Conference on Image and Video Retrieval, W-K Leow et al. (Eds.), LNCS
3569, pp11-17, Singapore, 20-22 July 2005. LNCS Series 3569, (c)
Springer- Verlag 2005.

C.G.M. Snoek (2005) The Authoring Metaphor to Machine Understanding of
Multimedia Ph.D. Thesis, University of Amsterdam, October 2005.

C.G.M. Snoek et al. (2005) Multimodal Video Indexing: Past, Present,
and Future, Workshop on Digital Media Monitoring and Management,
Fraunhofer Institute for Computer Graphics, Darmstadt, October 17-18,

1. (Invited talk)

C.G.M. Snoek, M. Worring, J.M. Geusebroek, D.C. Koelma, and
F.J. Seinstra (2005) On the Surplus Value of Semantic Video Analysis
Beyond the Key Frame In Proceedings of the IEEE International
Conference on Multimedia & Expo (ICME), Amsterdam, The Netherlands,
July 2005.

C.G.M. Snoek, M. Worring, and A.W.M. Smeulders (2005) Early versus
Late Fusion in Semantic Video Analysis In Proceedings of ACM
Multimedia, Singapore, November 2005. (To appear)

S.M.M. Tahaghoghi, Hugh E. Williams, James A. Thom, and Timo Volkmer.

(2005) Video Cut Detection using Frame Windows. In Proceedings of the
28th Australasian Computer Science Conference (ACSC2005), 193-200,
Newcastle, Australia, 31 January - 3 February 2005. ISBN: 1 920 68220

Paola Virga and, Pinar Duygulu (2005) Systematic Evaluation of Machine
Translation Methods for Image and Video Annotation, , In Proceedings
of The Fourth International Conference on Image and Video Retrieval
(CIVR 2005), Singapore, July 20-22, 2005.

Timo Volkmer, John R. Smith, Apostol (Paul) Natsev, Murray Campbell,
Milind Naphade. (2005) "A web-based system for collaborative annotation of
large image and video collections", In Proceedings of the 13th ACM
international conference on Multimedia, Singapore, 6-11 November, 2005

Xiao Wu, Chong-Wah Ngo, and Qing Li (2005). Co-clustering of
Time-evolving News Story with Transcript and Keyframe. Proceedings of
IEEE International Conference on Multimedia & Expo (ICME'05),
Netherlands, Jul. 2005.

Z. Yu and G. Herman. (2005) "On the Earth Mover's Distance as a Histogram
Similarity Metric for Image Retrieval," IEEE International Conference on
Multimedia & Expo (ICME), Jul 2005.

Jinhui Yuan, Jianmin Li, Fuzong Lin and Bo Zhang. (2005) A Unified
Shot Boundary Detection Framework Based on Graph Partition Model
ACM Multimedia 2005, Singapore (to appear)

Zhai. Y. and Shah, M. (2005) "Tracking News Stories Across Different
Sources", 13-th ACMMM Multimedia Conference, Singapore, 2005.

Zhai, Y., Yilmaz, A. and Shah, M. (2005) "Story Segmentation in News Videos
Using Visual and Textual Cues", 4-th International Conference on Image
and Video Retrieval, Singapore, 2005.

Zhai, Y. and Shah, M. (2005) "A Multi-Level Framework for Video Shot
Structuring", International Conference on Image Analysis and
Recognition, Toronto, Canada, 2005.

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Amir A., Iyengar G., Lin C.-Y., Naphade M., Natsev A., Neti C., Nock
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Liudmila Boldareva adn Djoerd Hjemstra. (2004). Interactive
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Ming-yu Chen, Alexander Hauptmann. (2004). Multi-modal classification in
digital news libraries. International Conference on Digital Libraries
archive Proceedings of the 2004 joint ACM/IEEE conference on Digital
libraries. Tuscon, AZ. 2004. Pages: 212-213.

Christel, M., Huang, C., Moraveji, N., and Papernick,
N. (2004). Exploiting Multiple Modalities for Interactive Video
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and Signal Processing (ICASSP) (Montreal, Canada, May 2004), Vol. III,
pp. 1032-1035.

Christel, M., and Moraveji, N. (2004). Finding the Right Shots:
Assessing Usability and Performance of a Digital Video Library
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NY, USA., pp. 732-739.

Christel, M., Moraveji, N., and Huang, C. (2004). Evaluating
Content-Based Filters for Image and Video Retrieval. Proc. ACM SIGIR
'04 (Sheffield, South Yorkshire, UK, July 2004), pp. 590-591.

T.S. Chua, L. Chaisorn. (2004). Story Boundary Detection in Large
Broadcast News Video Archives - Techniques, Experience, Trends. In
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pp. 656-659.

Cooper, M. (2004). Video Segmentation Combining Similarity Analysis
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2004, New York, NY, USA. Pages 252-255.

de Vries A.P., Westerveld T., Ianeva T.I. (2004). Combining multiple
representations on the TRECVID search task [video retrieval
system]. 2004 IEEE International Conference on Acoustics, Speech, and
Signal Processing Vol. III Pgs. 1052-5.

Pinar Duygulu and Alexander Hauptmann. (2004). What's News, What's Not?
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2004, LNCS 3115, pp.132-140.

P. Duygulu, J.-Y. Pan, D.A. Forsyth. (2004).Towards Auto-Documentary:
Tracking the Evolution of News Stories. In Proceedings of the ACM
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Gurrin C. (2004). Video Retrieval within the TREC Framework. 2004.
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C. Gurrin, H. Lee, A. F. Smeaton. (2004). F,Nmschl,Nar @ TRECVID2003:
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the ACM MM'04, October 10-16, 2004, New York, NY, USA. pp. 938-939.

Hauptmann, A., and Christel, M. Successful Approaches in the TREC
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(New York, NY, October 2004), pp. 668-675.

Daniel Heesch and Stefan Rueger. (2004). Three Interfaces for
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CIVR 2004, LNCS 3115, pp. 491-499.

L. Hollink, G.P. Ngyuyen, D.C. Koelma, A.T. Schreiber, M. Worring. (2004).
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Peter Howarth and Stefan Rueger. (2004). Evaluation of Texture Features
for Content-Based Image Retrieval. in P. Enser et al. (Eds.): CIVR
2004, LNCS 3115, pp.326-334.

Hsu W., Kennedy L., Huang C.-W., Chang S.-F., Lin C.-Y., Iyengar
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Jarina R, O'Connor N, Murphy N and Marlow S. (2004) An Experiment in
Audio Classification from Compressed Data. Proc. of Int. Workshop on
Systems, Signals and Image Processing IWSSIP'04 , Poznan, Poland,
13-15 September 2004.

Jones, GJF. (2004). Adaptive systems for multimedia information
retrieval. ADAPTIVE MULTIMEDIA RETRIEVAL 3094: 1-18.

Kyperountas M., Cernekova Z., Kotropoulos C., Gavrielides M., Pitas
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detection. 2004 IEEE International Conference on Acoustics, Speech,
and Signal Processing: Vol. iv. Pgs. 353-6.

Lavrenko V., Feng S.L., Manmatha R. (2004). Statistical models for
automatic video annotation and retrieval. 2004 IEEE International
Conference on Acoustics, Speech, and Signal Processing Vol. III
Pgs.1044-7.

Malobabic J, O'Connor N, Murphy N, and Marlow S. (2004). Automatic
Detection and Extraction of Artificial Text in Video. WIAMIS 2004 -
5th International Workshop on Image Analysis for Multimedia
Interactive Services, Lisbon, Portugal, 21-23 April 2004

M.R. Naphade, J.R. Smith. (2004). On the Detection of Semantic
Concepts at TRECVID. In Proceedings of ACM MM'04, October 10-16, 2004,
New York, NY, USA., pp. 660-667.

Natsev, A., Naphade, M. R., and Smith, J. R. 2004. Semantic
representation: search and mining of multimedia content. In
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2004). KDD '04. ACM, New York, NY, 641-646. DOI=
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O'Hare N, Smeaton A, Czirjek C, O'Connor N, and Murphy N. (2004). A
generic news story segmentation system and its evaluation. ICASSP 2004

• IEEE International Conference on Acoustics, Speech, and Signal
  Processing, Montreal, Quebec, Canada, 17-21 May 2004.

Rautiainen M, Ojala T & Sepp,Ndnen T (2004) Cluster-temporal browsing of
large news video databases. Proc. 2004 IEEE International Conference
on Multimedia and Expo, Taipei, Taiwan, 2:751-754.

Rautiainen M, Ojala T & Sepp,Ndnen T (2004) Analysing the performance of
visual, concept and text features in content-based video retrieval.
Proc. 6th ACM SIGMM International Workshop on Multimedia Information
Retrieval, New York, NY, 197-205.

Oscar David Robles Sanchez. Tecnicas de Recuperacion por Contenido
para Imagen y Video en Arquitecturas Paralelas [Techniques for
Content-based Image and Video Retrieval on Parallel
Architectures]. Universidad Politecnica de Madrid. Tesis
Doctoral. Diciembre 2004.

Oscar D. Robles, Pablo Toharia, Angel Rodriguez and Luis
Pastor. (2004) Towards a Content-Based Video Retrieval System using
Wavelet-Based Signatures. In proceedings of IASTED CGIM 2004, Kauai,
Hawaii, USA, Aug. 2004, pp. 344-349. ISBN: 0-88986-418-7

Oscar D. Robles, Pablo Toharia, Angel Rodriguez and Luis
Pastor. (2004) XML Specification for AVI Files in a Content-based
Video Retrieval System. In proceedings of IASTED VIIP 2004. Marbella,
Spain, Sep. 2004, pp. 374-378. ISBN: 0-88986-454-3

Smeaton A. (2004). Access to Archives of Digital Video
Information. The 9th Search Engine Meeting, The Hague, The
Netherlands, 19-20 April 2004.

Smeaton A, Lee H and Mc Donald K. (2004) Experiences of Creating Four
Video Library Collections with the F,Nmschl,Nar System. Journal of Digital
Libraries: Special Issue on Digital Libraries as Experienced by the
Editors of the Journal, Vol. 4, No. 1, pp 42-44, 2004.

A. F. Smeaton, P. Over and W. Kraaij. (2004). TRECVID: Evaluating the
Effectiveness of Information Retrieval Tasks on Digital Video. In
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