Segmenting Moving Objects via an Object-Centric Layered Representation

5 July 2022

Papers citing "Segmenting Moving Objects via an Object-Centric Layered Representation"

50 / 56 papers shown

Title
Segment Any Motion in Videos Nan Huang Wenzhao Zheng Chenfeng Xu Kurt Keutzer Shanghang Zhang Angjoo Kanazawa Qianqian Wang VOS 68 0 0 28 Mar 2025
Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering Yanpeng Zhao Yiwei Hao Siyu Gao Yunbo Wang Xiaokang Yang OCL 181 1 0 17 Feb 2025
Reasoning-Enhanced Object-Centric Learning for Videos Jian Li Pu Ren Yang Liu Hao Sun OCL LRM 85 2 0 22 Mar 2024
Conditional Object-Centric Learning from Video Thomas Kipf Gamaleldin F. Elsayed Aravindh Mahendran Austin Stone S. Sabour G. Heigold Rico Jonschkowski Alexey Dosovitskiy Klaus Greff OCL 76 215 0 24 Nov 2021
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos Christian Schmidt A. Athar Sabarinath Mahadevan Bastian Leibe VOS 58 30 0 15 Nov 2021
PASS: An ImageNet replacement for self-supervised pretraining without humans Yuki M. Asano Christian Rupprecht Andrew Zisserman Andrea Vedaldi VLM SSL 73 58 0 27 Sep 2021
Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation Bo Miao Bennamoun Yongsheng Gao Ajmal Mian VOS 33 20 0 27 Jul 2021
Omnimatte: Associating Objects and Their Effects in Video Erika Lu Forrester Cole Tali Dekel Andrew Zisserman William T. Freeman Michael Rubinstein DiffM VOS 70 52 0 14 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 553 5,920 0 29 Apr 2021
Self-supervised Video Object Segmentation by Motion Grouping Charig Yang Hala Lamdouar Erika Lu Andrew Zisserman Weidi Xie VOS OCL 49 158 0 15 Apr 2021
Amodal Segmentation Based on Visible Region Segmentation and Shape Prior Yuting Xiao Yanyu Xu Z. Zhong Weixin Luo Jiawei Li Shenghua Gao 55 52 0 10 Dec 2020
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation Hala Lamdouar Charig Yang Weidi Xie Andrew Zisserman 39 80 0 23 Nov 2020
Amodal Segmentation through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model Yihong Sun Adam Kortylewski Alan Yuille 41 32 0 25 Oct 2020
Layered Neural Rendering for Retiming People in Video Erika Lu Forrester Cole Tali Dekel Weidi Xie Andrew Zisserman D. Salesin William T. Freeman Michael Rubinstein 3DH 18 70 0 16 Sep 2020
Making a Case for 3D Convolutions for Object Segmentation in Videos Sabarinath Mahadevan A. Athar Aljosa Osep Sebastian Hennen Laura Leal-Taixé Bastian Leibe VOS 58 88 0 26 Aug 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 158 832 0 26 Jun 2020
Space-Time Correspondence as a Contrastive Random Walk Allan Jabri Andrew Owens Alexei A. Efros SSL OT 60 295 0 25 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 275 12,847 0 26 May 2020
Self-Supervised Scene De-occlusion Xiaohang Zhan Xingang Pan Bo Dai Ziwei Liu Dahua Lin Chen Change Loy 70 139 0 06 Apr 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation Lu Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 53 175 0 29 Mar 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 181 2,583 0 26 Mar 2020
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask Shengyu Zhao Yilun Sheng Yue Dong E. Chang Yan Xu 3DPC 38 210 0 24 Mar 2020
MAST: A Memory-Augmented Self-supervised Tracker Zihang Lai Erika Lu Weidi Xie VOS 50 184 0 18 Feb 2020
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks Xiankai Lu Wenguan Wang Chao Ma Jianbing Shen Ling Shao Fatih Porikli VOS 53 463 0 19 Jan 2020
Controllable Attention for Structured Layered Video Decomposition Jean-Baptiste Alayrac João Carreira Relja Arandjelović Andrew Zisserman 23 10 0 24 Oct 2019
Anchor Diffusion for Unsupervised Video Object Segmentation Zhao Yang Qiang Wang Luca Bertinetto Weiming Hu S. Bai Philip Torr VOS 54 115 0 24 Oct 2019
Joint-task Self-supervised Learning for Temporal Correspondence Xueting Li Sifei Liu Shalini De Mello Xiaolong Wang Jan Kautz Ming-Hsuan Yang SSL 49 139 0 26 Sep 2019
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations Martin Engelcke Adam R. Kosiorek Oiwi Parker Jones Ingmar Posner OCL 87 305 0 30 Jul 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 29 155 0 04 Jul 2019
Pushing the Boundaries of View Extrapolation with Multiplane Images Pratul P. Srinivasan Richard Tucker Jonathan T. Barron R. Ramamoorthi Ren Ng Noah Snavely 47 334 0 01 May 2019
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 62 705 0 01 Apr 2019
Multi-Object Representation Learning with Iterative Variational Inference Klaus Greff Raphael Lopez Kaufman Rishabh Kabra Nicholas Watters Christopher P. Burgess Daniel Zoran Loic Matthey M. Botvinick Alexander Lerchner OCL SSL 70 505 0 01 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 74 417 0 25 Feb 2019
Towards Segmenting Anything That Moves Achal Dave P. Tokmakov Deva Ramanan 51 87 0 11 Feb 2019
MONet: Unsupervised Scene Decomposition and Representation Christopher P. Burgess Loic Matthey Nicholas Watters Rishabh Kabra I. Higgins M. Botvinick Alexander Lerchner OCL 58 519 0 22 Jan 2019
Unsupervised Moving Object Detection via Contextual Information Separation Yanchao Yang Antonio Loquercio Davide Scaramuzza Stefano Soatto GAN 46 126 0 10 Jan 2019
Object Discovery in Videos as Foreground Motion Clustering Christopher Xie Yu Xiang Zaïd Harchaoui Dieter Fox VOS 51 69 0 06 Dec 2018
The Visual Centrifuge: Model-Free Layered Video Representations Jean-Baptiste Alayrac João Carreira Andrew Zisserman 52 48 0 04 Dec 2018
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors Yossi Gandelsman Assaf Shocher Michal Irani 46 309 0 02 Dec 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 107 524 0 06 Sep 2018
Tracking Emerges by Colorizing Videos Carl Vondrick Abhinav Shrivastava Alireza Fathi S. Guadarrama Kevin Patrick Murphy 71 376 0 25 Jun 2018
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 47 97 0 01 Dec 2017
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng Yi-Hsuan Tsai Shengjin Wang Ming-Hsuan Yang VOS 51 415 0 20 Sep 2017
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 105 339 0 18 Sep 2017
The 2017 DAVIS Challenge on Video Object Segmentation Jordi Pont-Tuset Federico Perazzi Sergi Caelles Pablo Arbeláez A. Sorkine-Hornung Luc Van Gool VGen VOS 67 1,193 0 03 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 298 27,018 0 20 Mar 2017
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos Enis Berk Çoban Bo Xiong Michael I. Mandel VOS 95 381 0 19 Jan 2017
Learning Motion Patterns in Videos P. Tokmakov Alahari Karteek Cordelia Schmid VOS 75 266 0 21 Dec 2016
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 61 909 0 16 Nov 2016
A Detailed Rubric for Motion Segmentation Pia Bideau Erik Learned-Miller VOS 29 25 0 31 Oct 2016