Unsupervised Moving Object Detection via Contextual Information Separation

10 January 2019

Papers citing "Unsupervised Moving Object Detection via Contextual Information Separation"

34 / 34 papers shown

Title
Segment Any Motion in Videos Nan Huang Wenzhao Zheng Chenfeng Xu Kurt Keutzer Shanghang Zhang Angjoo Kanazawa Qianqian Wang VOS 53 0 0 28 Mar 2025
Learning segmentation from point trajectories Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 127 1 0 21 Jan 2025
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation Chun-Hung Wu Shih-Hong Chen Chih-Yao Hu Hsin-Yu Wu Kai-Hsin Chen Yu-You Chen Chih-Hai Su Chih-Kuo Lee Yu-Lun Liu 54 2 0 03 Jun 2024
RadarMOSEVE: A Spatial-Temporal Transformer Network for Radar-Only Moving Object Segmentation and Ego-Velocity Estimation Changsong Pang Xieyuanli Chen Yimin Liu Huimin Lu Yuwei Cheng 32 2 0 22 Feb 2024
Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image Registration Yang Liu Shi Gu MedIm 36 4 0 17 Oct 2023
Segmenting the motion components of a video: A long-term unsupervised model E. Meunier P. Bouthemy 19 0 0 02 Oct 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
PaintSeg: Training-free Segmentation via Painting Xiang Li Chung-Ching Lin Yinpeng Chen Zicheng Liu Jinglu Wang Bhiksha Raj 34 5 0 30 May 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
$β$ -Multivariational Autoencoder for Entangled Representation Learning in Video Frames F. Nouri R. Bergevin 16 0 0 22 Nov 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 74 20 0 19 Sep 2022
NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes Zhiwen Fan Peihao Wang Yifan Jiang Xinyu Gong Dejia Xu Zhangyang Wang 99 63 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
ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild Wang Zhao Shaohui Liu Hengkai Guo Wenping Wang Y. Liu 32 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
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
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
EM-driven unsupervised learning for efficient motion segmentation E. Meunier A. Badoual P. Bouthemy 30 39 0 06 Jan 2022
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Runtao Liu Zhirong Wu Stella X. Yu Stephen Lin VOS 30 51 0 11 Nov 2021
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 29 42 0 29 Oct 2021
Flow-Guided Video Inpainting with Scene Templates Dong Lao Peihao Zhu Peter Wonka G. Sundaramoorthi VGen 32 15 0 29 Aug 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 25 231 0 02 Jul 2021
Learning Semantic-Aware Dynamics for Video Prediction Xinzhu Bei Yanchao Yang Stefano Soatto VGen 27 31 0 20 Apr 2021
Unsupervised Monocular Depth Reconstruction of Non-Rigid Scenes Ayca Takmaz D. Paudel Thomas Probst Ajad Chhatkuli Martin R. Oswald Luc Van Gool MDE 15 2 0 31 Dec 2020
Information-Theoretic Segmentation by Inpainting Error Maximization Pedro H. P. Savarese Sunnie S. Y. Kim Michael Maire G. Shakhnarovich David A. McAllester 24 29 0 14 Dec 2020
Unsupervised Object Detection with LiDAR Clues Haofei Tian Yuntao Chen Jifeng Dai Zhaoxiang Zhang Xizhou Zhu 3DPC 25 28 0 25 Nov 2020
MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos Murari Mandal L. Kumar Santosh Kumar Vipparthi 34 48 0 04 Aug 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation L. Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 22 175 0 29 Mar 2020
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 16 57 0 27 May 2019