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The 2017 DAVIS Challenge on Video Object Segmentation

3 April 2017

Luc Van Gool

Papers citing "The 2017 DAVIS Challenge on Video Object Segmentation"

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Title
Deep Video Super-Resolution using HR Optical Flow Estimation Longguang Wang Yulan Guo Li Liu Zaiping Lin Xinpu Deng W. An SupR 88 138 0 06 Jan 2020
Learning a Spatio-Temporal Embedding for Video Instance Segmentation Anthony Hu Alex Kendall R. Cipolla 123 19 0 19 Dec 2019
Learning Multi-Object Tracking and Segmentation from Automatic Annotations Lorenzo Porzi Markus Hofinger Idoia Ruiz J. Serrat Samuel Rota Buló Peter Kontschieder VOT 107 71 0 04 Dec 2019
Siam R-CNN: Visual Tracking by Re-Detection P. Voigtlaender Jonathon Luiten Philip Torr Bastian Leibe 110 516 0 28 Nov 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 94 234 0 20 Nov 2019
Analysis and a Solution of Momentarily Missed Detection for Anchor-based Object Detectors Yusuke Hosoya Masanori Suganuma Takayuki Okatani ObjD 28 2 0 21 Oct 2019
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing Kevin Duarte Yogesh S Rawat M. Shah VOS 92 69 0 30 Sep 2019
LIP: Learning Instance Propagation for Video Object Segmentation Ye Lyu G. Vosselman Guisong Xia M. Yang VOS 45 4 0 30 Sep 2019
RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation Youngeun Kim Seokeon Choi Hankyeol Lee Taekyung Kim Changick Kim VOS 27 9 0 29 Sep 2019
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning Mingjie Sun Jimin Xiao Eng Gee Lim Yanchun Xie Jiashi Feng VOS 63 27 0 27 Sep 2019
DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Fangyin Wei Renjie Liao Li Gu Yuwen Xiong Sanja Fidler R. Urtasun VOS 112 77 0 27 Sep 2019
Joint-task Self-supervised Learning for Temporal Correspondence Xueting Li Sifei Liu Shalini De Mello Xiaolong Wang Jan Kautz Ming-Hsuan Yang SSL 80 142 0 26 Sep 2019
Copy-and-Paste Networks for Deep Video Inpainting Sungho Lee Seoung Wug Oh DaeYeun Won Seon Joo Kim 88 119 0 30 Aug 2019
RANet: Ranking Attention Network for Fast Video Object Segmentation Ziqin Wang Jun Xu Li Liu Fan Zhu Ling Shao VOS 94 204 0 19 Aug 2019
An Empirical Study of Propagation-based Methods for Video Object Segmentation Hengkai Guo Wenji Wang Guanjun Guo Huaxia Li Jiachen Liu Qian He Xuefeng Xiao 3DV VOS 60 1 0 30 Jul 2019
Understanding Deep Learning Techniques for Image Segmentation Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 72 379 0 13 Jul 2019
Key Instance Selection for Unsupervised Video Object Segmentation Donghyeon Cho Sungeun Hong Sungil Kang Jiwon Kim 60 17 0 18 Jun 2019
Align-and-Attend Network for Globally and Locally Coherent Video Inpainting Sanghyun Woo Dahun Kim Kwanyong Park Joon-Young Lee In So Kweon 48 7 0 30 May 2019
U-Net Based Multi-instance Video Object Segmentation Heguang Liu Jing Jiang VOS SSeg 57 5 0 19 May 2019
Vision-based Robotic Grasping From Object Localization, Object Pose Estimation to Grasp Estimation for Parallel Grippers: A Review Guoguang Du Kai Wang Kai Wang Kaiyong Zhao 118 68 0 16 May 2019
Video Instance Segmentation Linjie Yang Yuchen Fan N. Xu VOS ISeg 101 511 0 12 May 2019
Deep Video Inpainting Dahun Kim Sanghyun Woo Joon-Young Lee In So Kweon 82 198 0 05 May 2019
Self-supervised Learning for Video Correspondence Flow Zihang Lai Weidi Xie VOS 84 49 0 02 May 2019
The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation Sergi Caelles Jordi Pont-Tuset Federico Perazzi Alberto Montes Kevis-Kokitsi Maninis Luc Van Gool VOS 103 147 0 02 May 2019
Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 114 63 0 22 Apr 2019
Video Object Segmentation and Tracking: A Survey Rui Yao Guosheng Lin Shixiong Xia Jiaqi Zhao Yong Zhou VOS 69 148 0 19 Apr 2019
MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation Shuangjie Xu Daizong Liu Linchao Bao Wen Liu Pan Zhou VOS 97 50 0 17 Apr 2019
BoLTVOS: Box-Level Tracking for Video Object Segmentation P. Voigtlaender Jonathon Luiten Bastian Leibe VOS 51 27 0 09 Apr 2019
Prediction-Tracking-Segmentation Jianren Wang Yihui He Xiaobo Wang Xinjia Yu Xia Chen VOS 81 13 0 05 Apr 2019
Spatiotemporal CNN for Video Object Segmentation Kai Xu Longyin Wen Guorong Li Liefeng Bo Qingming Huang VOS 74 86 0 04 Apr 2019
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 87 712 0 01 Apr 2019
Fast video object segmentation with Spatio-Temporal GANs Sergi Caelles Albert Pumarola Francesc Moreno-Noguer Alberto Sanfeliu Luc Van Gool VOS 73 6 0 28 Mar 2019
BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames Brent A. Griffin Jason J. Corso VOS 113 43 0 28 Mar 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 118 492 0 18 Mar 2019
RVOS: End-to-End Recurrent Network for Video Object Segmentation Carles Ventura Míriam Bellver Andreu Girbau Amaia Salvador F. Marqués Xavier Giró-i-Nieto VOS 92 230 0 13 Mar 2019
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation P. Voigtlaender Yuning Chai Florian Schroff Hartwig Adam Bastian Leibe Liang-Chieh Chen VOS 144 421 0 25 Feb 2019
Towards Segmenting Anything That Moves Achal Dave P. Tokmakov Deva Ramanan 88 87 0 11 Feb 2019
MOTS: Multi-Object Tracking and Segmentation P. Voigtlaender Michael Krause Aljosa Osep Jonathon Luiten Berin Balachandar Gnana Sekar Andreas Geiger Bastian Leibe VOT 94 581 0 10 Feb 2019
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 108 1,206 0 12 Dec 2018
Object Discovery in Videos as Foreground Motion Clustering Christopher Xie Yu Xiang Zaïd Harchaoui Dieter Fox VOS 105 70 0 06 Dec 2018
Automatic Generation of Dense Non-rigid Optical Flow Hoàng-Ân Lê Tushar Nimbhorkar Thomas Mensink A. S. Baslamisli Sezer Karaoglu Theo Gevers 35 2 0 05 Dec 2018
Non-Local Video Denoising by CNN Axel Davy T. Ehret Jean-Michel Morel Pablo Arias Gabriele Facciolo 71 38 0 30 Nov 2018
A Generative Appearance Model for End-to-end Video Object Segmentation Joakim Johnander Martin Danelljan Emil Brissman Fahad Shahbaz Khan Michael Felsberg VOS 179 193 0 28 Nov 2018
Mask Propagation Network for Video Object Segmentation Jia Sun Dongdong Yu Yinghong Li Changhu Wang VOS 52 8 0 24 Oct 2018
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation Xiaolin Zhang Yunchao Wei Yi Yang Thomas Huang VLM 71 466 0 22 Oct 2018
Learning for Video Super-Resolution through HR Optical Flow Estimation Longguang Wang Yulan Guo Zaiping Lin Xinpu Deng W. An SupR 71 95 0 23 Sep 2018
Implementing Adaptive Separable Convolution for Video Frame Interpolation Mart Kartasev Carlo Rapisarda Dominik Fay 20 1 0 20 Sep 2018
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark N. Xu L. Yang Yuchen Fan Dingcheng Yue Yuchen Liang Jianchao Yang Thomas Huang VOS 187 535 0 06 Sep 2018
VideoMatch: Matching based Video Object Segmentation Yuan-Ting Hu Jia-Bin Huang Alex Schwing VOS 74 276 0 04 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 131 462 0 03 Sep 2018