【今日CS 视觉论文速览】20 Dec 2018

今日CS.CV计算机视觉论文速览
Thu, 20 Dec 2018
Totally 42 papers

Interesting:

• 无人机遥感的综述,讲述了各种无人飞行器用于遥感的应用和调整，特别是光学遥感方面近年来在各领域的应用。（from 武汉大学）

• 提出了移除雨滴的高效算法，通过寻找雨滴的location map检测雨滴像素，并利用线性模型$p=\alpha s+\beta$来解出背景S的值。(from 成电)
  
  

• 极短曝光时间下的TOF图修复出完整深度图（from 商汤 清华）
  

• 检测窗口,从城市模型的纹理图像中检测窗口，(from南洋理工)
  

• 基于深度学习提高超声波成像的精度,并根据结果调整波束模式提高性能，(from以色列理工 滑铁卢大学)
  
  

• 为图像生成一个漂亮的标题（from 都柏林理工）
  

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Daily Computer Vision Papers

[1] Title: Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion
Authors:Alex Zihao Zhu, Liangzhe Yuan, Kenneth Chaney, Kostas Daniilidis
[2] Title: Magnetic Resonance Fingerprinting using Recurrent Neural Networks
Authors:Ilkay Oksuz, Gastao Cruz, James Clough, Aurelien Bustin, Nicolo Fuin, Rene M. Botnar, Claudia Prieto, Andrew P. King, Julia A. Schnabel
[3] Title: Generating Diverse and Meaningful Captions
Authors:Annika Lindh, Robert J. Ross, Abhijit Mahalunkar, Giancarlo Salton, John D. Kelleher
[4] Title: Very Power Efficient Neural Time-of-Flight
Authors:Yan Chen, Jimmy Ren, Xuanye Cheng, Keyuan Qian, Jinwei Gu
[5] Title: Multi-Shot Sensitivity-Encoded Diffusion MRI using Model-Based Deep Learning (MODL-MUSSELS)
Authors:Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob
[6] Title: Balanced Random Forest Classifier in WEKA
Authors:Mario Amrehn, Firas Mualla, Elli Angelopoulou, Stefan Steidl, Andreas Maier
[7] Title: Window detection in aerial texture images of the Berlin 3D CityGML Model
Authors:Franziska Lippoldt, Marius Erdt
[8] Title: Shallow Cue Guided Deep Visual Tracking via Mixed Models
Authors:Fangwen Tu, Shuzhi Sam Ge, Chang Chieh Hang
[9] Title: Multitask Painting Categorization by Deep Multibranch Neural Network
Authors:Simone Bianco, Davide Mazzini, Paolo Napoletano, Raimondo Schettini
[10] Title: Spatial-Spectral Regularized Local Scaling Cut for Dimensionality Reduction in Hyperspectral Image Classification
Authors:Ramanarayan Mohanty, S L Happy, Aurobinda Routray
[11] Title: Learning beamforming in ultrasound imaging
Authors:Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alex Bronstein, Oleg Michailovich, Michael Zibulevsky
[12] Title: Accurate Hand Keypoint Localization on Mobile Devices
Authors:Filippos Gouidis, Paschalis Panteleris, Iason Oikonomidis, Antonis Argyros
[13] Title: OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Authors:Zhe Cao, Gines Hidalgo, Tomas Simon, Shih-En Wei, Yaser Sheikh
[14] Title: Explanatory Graphs for CNNs
Authors:Quanshi Zhang, Xin Wang, Ruiming Cao, Ying Nian Wu, Feng Shi, Song-Chun Zhu
[15] Title: Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering
Authors:Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu
[16] Title: A Gated Peripheral-Foveal Convolutional Neural Network for Unified Image Aesthetic Prediction
Authors:Xiaodan Zhang, Xinbo Gao, Wen Lu, Lihuo He
[17] Title: Rigid Body Structure and Motion From Two-Frame Point-Correspondences Under Perspective Projection
Authors:Mieczysław A. Kłopotek
[18] Title: Dynamic Programming Approach to Template-based OCR
Authors:M.A. Povolotskiy, D.V. Tropin
[19] Title: PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation
Authors:Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Ben Glocker, Xiahai Zhuang, Pheng-Ann Heng
[20] Title: Removing rain streaks by a linear model
Authors:Yinglong Wang, Shuaicheng Liu, Bing Zeng
[21] Title: Deep Global-Relative Networks for End-to-End 6-DoF Visual Localization and Odometry
Authors:Yimin Lin, Zhaoxiang Liu, Jianfeng Huang, Chaopeng Wang, Guoguang Du, Jinqiang Bai, Shiguo Lian, Bill Huang
[22] Title: Crack Detection Using Enhanced Thresholding on UAV based Collected Images
Authors:Q. Zhu, T. H. Dinh, V. T. Hoang, M. D. Phung, Q. P. Ha
[23] Title: Physical Attribute Prediction Using Deep Residual Neural Networks
Authors:Rashidedin Jahandideh, Alireza Tavakoli Targhi, Maryam Tahmasbi
[24] Title: Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
Authors:Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, Balagopal Unnikrishnan, James M. Brown, Houssam Zenati, Andrew Beers, Vijay Chandrasekhar, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy
[25] Title: Mini-UAV-based Remote Sensing: Techniques, Applications and Prospectives
Authors:Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang
[26] Title: Light Weight Color Image Warping with Inter-Channel Information
Authors:Chuangye Zhang, Yan Niu, Tieru Wu, Ximing Li
[27] Title: Rotation Ensemble Module for Detecting Rotation-Invariant Features
Authors:Dongwon Park, Yonghyeok Seo, Se Young Chun
[28] Title: Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks
Authors:Yilun Chen, Praveen Palanisamy, Priyantha Mudalige, Katharina Muelling, John M. Dolan
[29] Title: Discriminative analysis of the human cortex using spherical CNNs - a study on Alzheimer’s disease diagnosis
Authors:Xinyang Feng, Jie Yang, Andrew F. Laine, Elsa D. Angelini
[30] Title: Cross-Database Micro-Expression Recognition: A Benchmark
Authors:Yuan Zong, Wenming Zheng, Xiaopeng Hong, Chuangao Tang, Zhen Cui, Guoying Zhao
[31] Title: Learning Symmetry Consistent Deep CNNs for Face Completion
Authors:Xiaoming Li, Ming Liu, Jieru Zhu, Wangmeng Zuo, Meng Wang, Guosheng Hu, Lei Zhang
[32] Title: Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation
Authors:Ye Wang, Jongmoo Choi, Yueru Chen, Siyang Li, Qin Huang, Kaitai Zhang, Ming-Sui Lee, C.-C. Jay Kuo
[33] Title: Training on the test set? An analysis of Spampinato et al. [arXiv:1609.00344]
Authors:Ren Li, Jared S. Johansen, Hamad Ahmed, Thomas V. Ilyevsky, Ronnie B Wilbur, Hari M Bharadwaj, Jeffrey Mark Siskind
[34] Title: GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds
Authors:Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
[35] Title: FML: Face Model Learning from Videos
Authors:Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt
[36] Title: Generative One-Shot Learning (GOL): A Semi-Parametric Approach to One-Shot Learning in Autonomous Vision
Authors:Sorin Grigorescu
[37] Title: Adam Induces Implicit Weight Sparsity in Rectifier Neural Networks
Authors:Atsushi Yaguchi, Taiji Suzuki, Wataru Asano, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa
[38] Title: MID-Fusion: Octree-based Object-Level Multi-Instance Dynamic SLAM
Authors:Binbin Xu, Wenbin Li, Dimos Tzoumanikas, Michael Bloesch, Andrew Davison, Stefan Leutenegger
[39] Title: Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method
Authors:Haruki Imai, Samuel Matzek, Tung D. Le, Yasushi Negishi, Kiyokuni Kawachiya
[40] Title: Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities
Authors:Hai Pham, Paul Pu Liang, Thomas Manzini, Louis-Philippe Morency, Barnabas Poczos
[41] Title: A Tour of Unsupervised Deep Learning for Medical Image Analysis
Authors:Khalid Raza, Nripendra Kumar Singh
[42] Title: Discriminative Supervised Hashing for Cross-Modal similarity Search
Authors:Jun Yu, Xiao-Jun Wu, Josef Kittler

Papers from arxiv.org

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