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【今日CV 计算机视觉论文速览】19 Mar 2019

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发布于 2019/03/20 11:16
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今日CS.CV计算机视觉论文速览
Wed, 20 Mar 2019
Totally 66 papers

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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:
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与相关方法的比较:
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code:https://github.com/twhui/LiteFlowNet2

📚合成搞怪图像的新方法, (from University of Bern)
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📚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:
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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:
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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)
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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)
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📚域自适应的人体皮肤检测, (from Universidade de Brasilia)
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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:
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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 )
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📚基于单个RGB生成新视角图像序列, (from Poznan University of Technology)
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生成的RGB和深度图:
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📚跨季节的语义分割数据集, (from Chalmers University of Technology)
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通过季节标注的数据训练分割结果更加鲁棒:
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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)
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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/


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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