Learning to Segment Moving Objects

1 December 2017

Papers citing "Learning to Segment Moving Objects"

50 / 52 papers shown

Title
Segment Any Motion in Videos Nan Huang Wenzhao Zheng Chenfeng Xu Kurt Keutzer Shanghang Zhang Angjoo Kanazawa Qianqian Wang VOS 46 0 0 28 Mar 2025
Learning segmentation from point trajectories Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 115 1 0 21 Jan 2025
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli Matthias Tangemann Matthias Kümmerer Matthias Bethge VOS 36 0 0 03 Nov 2024
ClickVOS: Click Video Object Segmentation Pinxue Guo Lingyi Hong Xinyu Zhou Shuyong Gao Wanyun Li Jinglun Li Zhaoyu Chen Xiaoqiang Li Wei Zhang Wenqiang Zhang VOS 34 80 0 10 Mar 2024
Appearance-based Refinement for Object-Centric Motion Segmentation Junyu Xie Weidi Xie Andrew Zisserman VOS 28 3 0 18 Dec 2023
Hierarchical Graph Pattern Understanding for Zero-Shot VOS Gensheng Pei Fumin Shen Yazhou Yao Tao Chen Xian-Sheng Hua H. Shen VOS 27 2 0 15 Dec 2023
SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation Lingyi Hong Wei Zhang Shuyong Gao Hong Lu Wenqiang Zhang VOS 23 7 0 30 Nov 2023
Self-supervised Object-Centric Learning for Videos Görkay Aydemir Weidi Xie Fatma Guney OCL VOS SSL 28 24 0 10 Oct 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training Silky Singh Shripad Deshmukh Mausoom Sarkar Balaji Krishnamurthy 19 7 0 22 Aug 2023
Towards Imbalanced Motion: Part-Decoupling Network for Video Portrait Segmentation Tianshu Yu Changqun Xia Jia Li 22 0 0 31 Jul 2023
Multi-Object Discovery by Low-Dimensional Object Motion Sadra Safadoust Fatma Guney OCL 19 9 0 16 Jul 2023
Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering Lin Xi Weihai Chen Xingming Wu Zhong Liu Zhengguo Li VOS 23 9 0 21 Jun 2023
Event-Free Moving Object Segmentation from Moving Ego Vehicle Zhuyun Zhou Zongwei Wu Danda Pani Paudel Rémi Boutteau Fan Yang Luc Van Gool Radu Timofte D. Ginhac 21 7 0 28 Apr 2023
Co-attention Propagation Network for Zero-Shot Video Object Segmentation Gensheng Pei Yazhou Yao Fumin Shen Daniel Huang Xing-Rui Huang Hengtao Shen VOS 28 11 0 08 Apr 2023
MOSE: A New Dataset for Video Object Segmentation in Complex Scenes Henghui Ding Chang Liu Shuting He Xudong Jiang Philip H. S. Torr S. Bai VOS 27 132 0 03 Feb 2023
Flow-guided Semi-supervised Video Object Segmentation Yushan Zhang Andreas Robinson M. Magnusson M. Felsberg VOS 8 1 0 25 Jan 2023
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview Wenqi Ren Yang Tang Qiyu Sun Chaoqiang Zhao Qing‐Long Han VLM 13 41 0 13 Nov 2022
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns Laurynas Karazija Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL 98 20 0 21 Oct 2022
ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild Wang Zhao Shaohui Liu Hengkai Guo Wenping Wang Y. Liu 27 63 0 19 Jul 2022
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation Gensheng Pei Fumin Shen Yazhou Yao G. Xie Zhenmin Tang Jinhui Tang VOS 23 51 0 18 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
APES: Articulated Part Extraction from Sprite Sheets Zhan Xu Matthew Fisher Yang Zhou Deepali Aneja Rushikesh Dudhat Li Yi E. Kalogerakis 29 2 0 04 Jun 2022
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion Subhabrata Choudhury Laurynas Karazija Iro Laina Andrea Vedaldi Christian Rupprecht OCL VOS 100 39 0 16 May 2022
Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation Lin Xi Weihai Chen Xingming Wu Zhong Liu Zhengguo Li VOS 24 12 0 06 Apr 2022
Discovering Objects that Can Move Zhipeng Bao P. Tokmakov Allan Jabri Yu-xiong Wang Adrien Gaidon M. Hebert OCL 23 43 0 18 Mar 2022
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier Youngjo Lee Hongje Seong Euntai Kim VOS 57 33 0 23 Dec 2021
Learning To Segment Dominant Object Motion From Watching Videos Sahir Shrestha M. Armin Hongdong Li Nick Barnes VOS 19 0 0 28 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
Full-Duplex Strategy for Video Object Segmentation Ge-Peng Ji Deng-Ping Fan Keren Fu Zhe Wu Jianbing Shen Ling Shao VOS 78 130 0 06 Aug 2021
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks Vivien Sainte Fare Garnot Loic Landrieu AI4TS 71 150 0 16 Jul 2021
A topological solution to object segmentation and tracking Thomas R. Tsao Doris Y. Tsao VOS 17 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 20 231 0 02 Jul 2021
Self-supervised Video Object Segmentation by Motion Grouping Charig Yang Hala Lamdouar Erika Lu Andrew Zisserman Weidi Xie VOS OCL 11 157 0 15 Apr 2021
Learning to Track with Object Permanence P. Tokmakov Jie Li Wolfram Burgard Adrien Gaidon VOT 39 201 0 26 Mar 2021
Learning to Segment Rigid Motions from Two Frames Gengshan Yang Deva Ramanan 107 56 0 11 Jan 2021
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos Emanuela Haller A. Florea Marius Leordeanu VOS 22 8 0 13 Dec 2020
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation Hala Lamdouar Charig Yang Weidi Xie Andrew Zisserman 19 78 0 23 Nov 2020
"What's This?" -- Learning to Segment Unknown Objects from Manipulation Sequences W. Boerdijk M. Sundermeyer M. Durner Rudolph Triebel 11 7 0 06 Nov 2020
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation Mingmin Zhen Shiwei Li Lei Zhou Jiaxiang Shang Haoan Feng Tian Fang Long Quan VOS 30 60 0 04 Aug 2020
Suppress and Balance: A Simple Gated Network for Salient Object Detection Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 17 413 0 16 Jul 2020
Video Object Segmentation with Episodic Graph Memory Networks Xinkai Lu Wenguan Wang Martin Danelljan Tianfei Zhou Jianbing Shen Luc Van Gool VOS 38 273 0 14 Jul 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
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions W. Boerdijk M. Sundermeyer M. Durner Rudolph Triebel 14 8 0 11 Feb 2020
EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency M. Faisal Ijaz Akhter Mohsen Ali Richard I. Hartley VOS 13 44 0 29 Sep 2019
An Efficient 3D CNN for Action/Object Segmentation in Video Rui Hou C. L. P. Chen Rahul Sukthankar M. Shah 11 27 0 21 Jul 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 9 154 0 04 Jul 2019
Towards Segmenting Anything That Moves Achal Dave P. Tokmakov Deva Ramanan 14 87 0 11 Feb 2019
4D Generic Video Object Proposals Aljosa Osep P. Voigtlaender Mark Weber Jonathon Luiten Bastian Leibe 3DPC 9 22 0 26 Jan 2019
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding Chenxu Luo Zhenheng Yang Peng Wang Y. Wang W. Xu Ram Nevatia Alan Yuille 3DPC 9 287 0 14 Oct 2018
Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding Zhenheng Yang Peng Wang Yang Wang W. Xu Ram Nevatia 3DPC 12 109 0 27 Jun 2018