Self-supervised Video Object Segmentation by Motion Grouping

15 April 2021

Papers citing "Self-supervised Video Object Segmentation by Motion Grouping"

47 / 47 papers shown

Title
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object Segmentation Wenqi Guo Shan Du VLM 57 0 0 10 Apr 2025
Learning segmentation from point trajectories Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 127 1 0 21 Jan 2025
When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation Yuli Zhou Guolei Sun Yawei Li Guo-Sen Xie Luca Benini Ender Konukoglu 22 4 0 27 Sep 2024
SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal Attention Muhammad Nawfal Meeran Gokul Adethya T Bhanu Pratyush Mantha 35 3 0 09 Jun 2024
Made to Order: Discovering monotonic temporal changes via self-supervised video ordering Charig Yang Weidi Xie Andrew Zisserman 34 1 0 25 Apr 2024
Reasoning-Enhanced Object-Centric Learning for Videos Jian Li Pu Ren Yang Liu Hao-Lun Sun OCL LRM 46 2 0 22 Mar 2024
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection Xin Zhang Tao Xiao Gepeng Ji Xuan Wu Keren Fu Qijun Zhao 47 2 0 04 Mar 2024
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume Gangwei Xu Shujun Chen Hao Jia Miaojie Feng Xin Yang 46 5 0 06 Dec 2023
Enhancing Interpretable Object Abstraction via Clustering-based Slot Initialization Ni Gao Bernard Hohmann Gerhard Neumann OCL 27 2 0 22 Aug 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 25 5 0 25 Jul 2023
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation Mennatullah Siam R. Karim Henghui Zhao Richard P. Wildes VOS 23 2 0 15 Jul 2023
Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering Lin Xi Weihai Chen Xingming Wu Zhong Liu Zhengguo Li VOS 26 9 0 21 Jun 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 33 44 0 18 May 2023
S $^3$ Track: Self-supervised Tracking with Soft Assignment Flow Fatemeh Azimi Fahim Mannan Felix Heide VOT 29 0 0 17 May 2023
LLA-FLOW: A Lightweight Local Aggregation on Cost Volume for Optical Flow Estimation Jiawei Xu Zongqing Lu Q. Liao 14 2 0 17 Apr 2023
Improving Unsupervised Video Object Segmentation with Motion-Appearance Synergy Long Lian Zhirong Wu Stella X. Yu VOS 14 0 0 17 Dec 2022
Breaking the "Object" in Video Object Segmentation P. Tokmakov Jie Li Adrien Gaidon VOS 29 39 0 12 Dec 2022
Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse Wolfgang Stammer Thomas Rothenbacher Dwarak Vittal Kristian Kersting OCL 37 20 0 16 Nov 2022
Learning Explicit Object-Centric Representations with Vision Transformers Oscar Vikström Alexander Ilin OCL ViT 32 4 0 25 Oct 2022
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns Laurynas Karazija Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL 103 20 0 21 Oct 2022
Motion-inductive Self-supervised Object Discovery in Videos Shuangrui Ding Weidi Xie Yabo Chen Rui Qian Xiaopeng Zhang H. Xiong Q. Tian VOS 16 18 0 01 Oct 2022
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation Georgy Ponimatkin Nermin Samet Yanghua Xiao Yuming Du Renaud Marlet Vincent Lepetit VOS 72 20 0 19 Sep 2022
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut Yangtao Wang Xiaoke Shen Yuan. Yuan Yuming Du Maomao Li S. Hu James L. Crowley Dominique Vaufreydaz VOS ViT 15 76 0 01 Sep 2022
InstanceFormer: An Online Video Instance Segmentation Framework Rajat Koner Tanveer Hannan Suprosanna Shit Sahand Sharifzadeh Matthias Schubert Thomas Seidl Volker Tresp ViT 24 14 0 22 Aug 2022
Is an Object-Centric Video Representation Beneficial for Transfer? Chuhan Zhang Ankush Gupta Andrew Zisserman ViT 31 26 0 20 Jul 2022
ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild Wang Zhao Shaohui Liu Hengkai Guo Wenping Wang Y. Liu 29 63 0 19 Jul 2022
Segmenting Moving Objects via an Object-Centric Layered Representation Jun Xie Weidi Xie Andrew Zisserman VOS OCL 28 47 0 05 Jul 2022
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos Gamaleldin F. Elsayed Aravindh Mahendran Sjoerd van Steenkiste Klaus Greff Michael C. Mozer Thomas Kipf VOS OCL 47 137 0 15 Jun 2022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos Gautam Singh Yi-Fu Wu Sungjin Ahn OCL 48 114 0 27 May 2022
Deformable Sprites for Unsupervised Video Decomposition Vickie Ye Zhengqi Li Richard Tucker Angjoo Kanazawa Noah Snavely OCL 21 63 0 14 Apr 2022
Particle Video Revisited: Tracking Through Occlusions Using Point Trajectories Adam W. Harley Zhaoyuan Fang Katerina Fragkiadaki 22 160 0 08 Apr 2022
Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation Wangbo Zhao Kai Wang Xiangxiang Chu Fuzhao Xue Xinchao Wang Yang You 29 21 0 06 Apr 2022
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow Xiuchao Sui Shaohua Li Xue Geng Yan Wu Xinxing Xu Yong Liu Rick Siow Mong Goh Hongyuan Zhu ViT 26 95 0 31 Mar 2022
Learning to Answer Questions in Dynamic Audio-Visual Scenarios Guangyao Li Yake Wei Yapeng Tian Chenliang Xu Ji-Rong Wen Di Hu 29 136 0 26 Mar 2022
Object discovery and representation networks Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 44 87 0 16 Mar 2022
The Right Spin: Learning Object Motion from Rotation-Compensated Flow Fields Pia Bideau Erik Learned-Miller Cordelia Schmid Alahari Karteek OCL 22 6 0 28 Feb 2022
FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation Luca Sestini Benoit Rosa Elena De Momi G. Ferrigno N. Padoy 25 35 0 16 Feb 2022
GANmouflage: 3D Object Nondetection with Texture Fields Rui-xiong Guo Jasmine Collins Oscar de Lima Andrew Owens 22 9 0 18 Jan 2022
EM-driven unsupervised learning for efficient motion segmentation E. Meunier A. Badoual P. Bouthemy 27 39 0 06 Jan 2022
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 39 214 0 24 Nov 2021
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Runtao Liu Zhirong Wu Stella X. Yu Stephen Lin VOS 27 51 0 11 Nov 2021
A topological solution to object segmentation and tracking Thomas R. Tsao Doris Y. Tsao VOS 19 17 0 05 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 22 231 0 02 Jul 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,774 0 24 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,981 0 09 Feb 2021
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 209 308 0 19 Oct 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation Tianfei Zhou Shunzhou Wang Yi Zhou Yazhou Yao Jianwu Li Ling Shao VOS 122 189 0 09 Mar 2020