【今日CV 计算机视觉论文速览】19 Mar 2019

今日CS.CV计算机视觉论文速览
Wed, 20 Mar 2019
Totally 66 papers

Interesting:

?LiteFlowNet2, 基于数据可信度和正则化的轻量级的光流框架(from 香港中文)
系统架构和S,M单元细节：


与相关方法的比较：

code:https://github.com/twhui/LiteFlowNet2

?合成搞怪图像的新方法, (from University of Bern)

?EV-IMO,用于实践相机的移动分割数据集 (from 马里兰)
Depth and per-pixel pose inference on sparse event data:

数据集:http://prg.cs.umd.edu/EV-IMO.html.

?SCALP, 利用等高线线性路径的超像素分割(from Univ. Bordeaux)
contour作为先验：

数据集：[The Berkeley Segmentation Dataset and Benchmark](https://www2.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/segbench/)
ref:http://blog.sina.com.cn/s/blog_6f126f5b010134a3.html http://blog.sina.com.cn/s/blog_50363a7901011dtd.html

?Atari-HEAD, 基于雅达利的人眼注意力数据集，包含了44 小时16个游戏共 2.97M个相关动作(from 德克萨斯奥斯丁大学)

数据集：https://zenodo.org/record/2587121

?卡通人物虚拟穿衣系统, 基于输入的衣服数据，模型可以得到多种体型下的衣着试穿效果，并以250fps生成动态效果。(from Universidad Rey Juan Carlos)

?域自适应的人体皮肤检测, (from Universidade de Brasilia)

作者主页：https://cic.unb.br/~teodecampos/

?SDPS-Net, 自标定的光度立体视觉网络，可以处理未知光照、形状和反射的立体重建问题。(from 港大 牛津 北大 鹏城实验室)
网络分为标定部分和法向量估计部分：

code:https://guanyingc.github.io/SDPS-Net

?PZnet, 提出了一种多核CPU上运行的PZNet，在Intel Xeon CPUs使用ZnnPhi库实现.，加速了三维卷积特别是医学领域的图像处理。(from 普林斯度 MIT )

?基于单个RGB生成新视角图像序列, (from Poznan University of Technology)

生成的RGB和深度图：

?跨季节的语义分割数据集, (from Chalmers University of Technology)

通过季节标注的数据训练分割结果更加鲁棒：

code:https://github.com/maunzzz/cross-season-segmentation
数据集：https://visuallocalization.net/

?添加了流型和感知损失的超分辨GAN, (from IIT Bombay)


数据集:https://github.com/arjunvekariyagithub/camelyon16-grand-challenge
医学图像比赛Camelyon：https://camelyon17.grand-challenge.org/
生物医学图像分析比赛网站：https://camelyon17.grand-challenge.org/

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Daily Computer Vision Papers

1.Title: Learning Correspondence from the Cycle-Consistency of Time Authors:Xiaolong Wang, Allan Jabri, Alexei A. Efros

2.Title: Human Activity Recognition for Edge Devices Authors:Manjot Bilkhu, Hammababdullah Ayyubi

3.Title: Visual Cue Integration for Small Target Motion Detection in Natural Cluttered Backgrounds Authors:Hongxin Wang, Jigen Peng, Qinbing Fu, Huatian Wang, Shigang Yue

4.Title: PZnet: Efficient 3D ConvNet Inference on Manycore CPUs Authors:Sergiy Popovych, Davit Buniatyan, Aleksandar Zlateski, Kai Li, H. Sebastian Seung

5.Title: EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras Authors:Anton Mitrokhin, Chengxi Ye, Cornelia Fermuller, Yiannis Aloimonos, Tobi Delbruck

6.Title: Understanding the Limitations of CNN-based Absolute Camera Pose Regression Authors:Torsten Sattler, Qunjie Zhou, Marc Pollefeys, Laura Leal-Taixe

7.Title: Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks Authors:Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Tao Xiong, Yuan He, Hui Xue

8.Title: MUSEFood: Multi-sensor-based Food Volume Estimation on Smartphones Authors:Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang

9.Title: Crowd Counting with Decomposed Uncertainty Authors:Min-hwan Oh, Peder A. Olsen, Karthikeyan Natesan Ramamurthy

10.Title: A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization Authors:Tak-Wai Hui, Xiaoou Tang, Chen Change Loy

11.Title: Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition Authors:Johannes Michael, Roger Labahn, Tobias Grüning, Jochen Zöllner

12.Title: Self-calibrating Deep Photometric Stereo Networks Authors:Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong

13.Title: IvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules Authors:Shihua Huang, Lu Wang

14.Title: Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction Authors:Alex Wong, Byung-Woo Hong, Stefano Soatto

15.Title: Appearance-Based Gaze Estimation Using Dilated-Convolutions Authors:Zhaokang Chen, Bertram E. Shi

16.Title: Semantic Image Synthesis with Spatially-Adaptive Normalization Authors:Taesung Park, Ming-Yu Liu, Ting-Chun Wang, Jun-Yan Zhu

17.Title: Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection Authors:Jia-Xing Zhong, Nannan Li, Weijie Kong, Shan Liu, Thomas H. Li, Ge Li

18.Title: QATM: Quality-Aware Template Matching For Deep Learning Authors:Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Premkumar Natarajan

19.Title: Complex Scene Classification of PolSAR Imagery based on a Self-paced Learning Approach Authors:Wenshuai Chen, Shuiping Gou, Xinlin Wang, Licheng Jiao, Changzhe Jiao, Alina Zare

20.Title: An End-to-End Joint Unsupervised Learning of Deep Model and Pseudo-Classes for Remote Sensing Scene Representation Authors:Zhiqiang Gong, Ping Zhong, Weidong Hu, Fang Liu, Bingwei Hui

21.Title: Multidimensional ground reaction forces and moments from wearable sensor accelerations via deep learning Authors:William R. Johnson, Ajmal Mian, Mark A. Robinson, Jasper Verheul, David G. Lloyd, Jacqueline A. Alderson

22.Title: AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design Authors:Alexander Wong, Zhong Qiu Lin, Brendan Chwyl

23.Title: Robust superpixels using color and contour features along linear path Authors:Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

24.Title: Learning-Based Animation of Clothing for Virtual Try-On Authors:Igor Santesteban, Miguel A. Otaduy, Dan Casas

25.Title: Weighted Mean Curvature Authors:Yuanhao Gong, Orcun Goksel

26.Title: Training recurrent neural networks robust to incomplete data: application to Alzheimer's disease progression modeling Authors:Mostafa Mehdipour Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sebastien Ourselin, Lauge Sørensen

27.Title: SuperPatchMatch: an Algorithm for Robust Correspondences using Superpixel Patches Authors:Rémi Giraud, Vinh-Thong Ta, Aurélie Bugeau, Pierrick Coupé, Nicolas Papadakis

28.Title: An Optimized PatchMatch for Multi-scale and Multi-feature Label Fusion Authors:Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, José V. Manjón, D. Louis Collins, Pierrick Coupé, Alzheimer's Disease Neuroimaging Initiative

29.Title: Evaluation Framework of Superpixel Methods with a Global Regularity Measure Authors:Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

30.Title: Proximal Splitting Networks for Image Restoration Authors:Raied Aljadaany, Dipan K. Pal, Marios Savvides

31.Title: SCALP: Superpixels with Contour Adherence using Linear Path Authors:Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

32.Title: Robust Shape Regularity Criteria for Superpixel Evaluation Authors:Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

33.Title: Inverse Path Tracing for Joint Material and Lighting Estimation Authors:Dejan Azinović, Tzu-Mao Li, Anton Kaplanyan, Matthias Nießner

34.Title: STNReID : Deep Convolutional Networks with Pairwise Spatial Transformer Networks for Partial Person Re-identification Authors:Hao Luo, Xing Fan, Chi Zhang, Wei Jiang

35.Title: Bags of Tricks and A Strong Baseline for Deep Person Re-identification Authors:Hao Luo, Youzhi Gu, Xingyu Liao, Shenqi Lai, Wei Jiang

36.Title: Spatiotemporal Filtering for Event-Based Action Recognition Authors:Rohan Ghosh, Anupam Gupta, Andrei Nakagawa, Alcimar Soares, Nitish Thakor

37.Title: AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Authors:Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci

38.Title: Discriminating Original Region from Duplicated One in Copy-Move Forgery Authors:Saba Salehi, Ahmad Mahmoodi-Aznaveh

39.Title: Reconstructing neuronal anatomy from whole-brain images Authors:James Gornet, Kannan Umadevi Venkataraju, Arun Narasimhan, Nicholas Turner, Kisuk Lee, H. Sebastian Seung, Pavel Osten, Uygar Sümbül

40.Title: GFD-SSD: Gated Fusion Double SSD for Multispectral Pedestrian Detection Authors:Yang Zheng, Izzat H. Izzat, Shahrzad Ziaee

41.Title: Visual Query Answering by Entity-Attribute Graph Matching and Reasoning Authors:Peixi Xiong, Huayi Zhan, Xin Wang, Baivab Sinha, Ying Wu

42.Title: Domain adaptation for holistic skin detection Authors:Aloisio Dourado, Frederico Guth, Teofilo Emidio de Campos, Li Weigang

43.Title: Hand range of motion evaluation for Rheumatoid Arthritis patients Authors:Luciano Walenty Xavier Cejnog, Roberto Marcondes Cesar Jr., Teofilo Emidio de Campos, Valeria Meirelles Carril Elui

44.Title: Unsupervised Part-Based Disentangling of Object Shape and Appearance Authors:Dominik Lorenz, Leonard Bereska, Timo Milbich, Björn Ommer

45.Title: Spatiotemporal Feature Learning for Event-Based Vision Authors:Rohan Ghosh, Anupam Gupta, Siyi Tang, Alcimar Soares, Nitish Thakor

46.Title: Real time backbone for semantic segmentation Authors:Zhengeng Yang, Hongshan Yu, Qiang Fu, Wei Sun, Wenyan Jia, Mingui Sun, Zhi-Hong Mao

47.Title: Robust Super-Resolution GAN, with Manifold-based and Perception Loss Authors:Uddeshya Upadhyay, Suyash P. Awate

48.Title: A Cross-Season Correspondence Dataset for Robust Semantic Segmentation Authors:Måns Larsson, Erik Stenborg, Lars Hammarstrand, Torsten Sattler, Mark Pollefeys, Fredrik Kahl

49.Title: Ontology Based Global and Collective Motion Patterns for Event Classification in Basketball Videos Authors:Lifang Wu, Zhou Yang, Jiaoyu He, Meng Jian, Yaowen Xu, Dezhong Xu, Chang Wen Chen

50.Title: Fast Interactive Object Annotation with Curve-GCN Authors:Huan Ling, Jun Gao, Amlan Kar, Wenzheng Chen, Sanja Fidler

51.Title: Domain Generalization by Solving Jigsaw Puzzles Authors:Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

52.Title: Learning Super-resolution 3D Segmentation of Plant Root MRI Images from Few Examples Authors:Ali Oguz Uzman, Jannis Horn, Sven Behnke

53.Title: Directional PointNet: 3D Environmental Classification for Wearable Robotics Authors:Kuangen Zhang, Jing Wang, Chenglong Fu

54.Title: Visual recognition in the wild by sampling deep similarity functions Authors:Mikhail Usvyatsov, Konrad Schindler

55.Title: Detecting GAN generated Fake Images using Co-occurrence Matrices Authors:Lakshmanan Nataraj, Tajuddin Manhar Mohammed, B. S. Manjunath, Shivkumar Chandrasekaran, Arjuna Flenner, Jawadul H. Bappy, Amit K. Roy-Chowdhury

56.Title: Generate What You Can't See - a View-dependent Image Generation Authors:Karol Piaskowski, Rafal Staszak, Dominik Belter

57.Title: Calibration of Asynchronous Camera Networks for Object Reconstruction Tasks Authors:Amy Tabb, Henry Medeiros

58.Title: Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution Authors:Chen Feng, Tao Sheng, Zhiyu Liang, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Matthew Ardi, Alexander C. Berg, Yiran Chen, Bo Chen, Kent Gauen, Yung-Hsiang Lu

59.Title: Live Reconstruction of Large-Scale Dynamic Outdoor Worlds Authors:Ondrej Miksik, Vibhav Vineet

60.Title: Patch Clustering for Representation of Histopathology Images Authors:Wafa Chenni, Habib Herbi, Morteza Babaie, H.R.Tizhoosh

61.Title: Deep Features for Tissue-Fold Detection in Histopathology Images Authors:Morteza Babaie, H.R. Tizhoosh

62.Title: Classification of dry age-related macular degeneration and diabetic macular edema from optical coherence tomography images using dictionary learning Authors:Elahe Mousavi, Rahele Kafieh, Hossein Rabbani

63.Title: Zero Shot Learning with the Isoperimetric Loss Authors:Shay Deutsch, Andrea Bertozzi, Stefano Soatto

64.Title: Smart, Deep Copy-Paste Authors:Tiziano Portenier, Qiyang Hu, Paolo Favaro, Matthias Zwicker

65.Title: Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset Authors:Ruohan Zhang, Zhuode Liu, Lin Guan, Luxin Zhang, Mary M Hayhoe, Dana H Ballard

66.Title: Multiparametric Deep Learning Tissue Signatures for a Radiological Biomarker of Breast Cancer: Preliminary Results Authors:Vishwa S. Parekh, Katarzyna J. Macura, Susan Harvey, Ihab Kamel, Riham EI-Khouli, David A. Bluemke, Michael A. Jacobs

Papers from arxiv.org

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