Learning Video Object Segmentation with Visual Memory

19 April 2017

Papers citing "Learning Video Object Segmentation with Visual Memory"

50 / 68 papers shown

Title
RGB-D Video Object Segmentation via Enhanced Multi-store Feature Memory Boyue Xu Ruichao Hou Tongwei Ren Gangshan Wu VOS 49 1 0 23 Apr 2025
L4P: Low-Level 4D Vision Perception Unified Abhishek Badki Hang Su Bowen Wen Orazio Gallo VLM 92 1 0 18 Feb 2025
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation Yunzhi Zhuge Hongyu Gu Lu Zhang Jinqing Qi Huchuan Lu VOS 74 3 0 14 Jan 2025
Video Relationship Detection Using Mixture of Experts A. Shaabana Zahra Gharaee Paul Fieguth 39 1 0 06 Mar 2024
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation Mennatullah Siam R. Karim Henghui Zhao Richard P. Wildes VOS 40 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 28 9 0 21 Jun 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 40 12 0 08 Apr 2023
Divided Attention: Unsupervised Multi-Object Discovery with Contextually Separated Slots Dong Lao Zhengyang Hu Francesco Locatello Yanchao Yang Stefano Soatto OCL 37 5 0 04 Apr 2023
MOSE: A New Dataset for Video Object Segmentation in Complex Scenes Henghui Ding Chang Liu Shuting He Xudong Jiang Philip Torr S. Bai VOS 37 133 0 03 Feb 2023
Breaking the "Object" in Video Object Segmentation P. Tokmakov Jie Li Adrien Gaidon VOS 34 39 0 12 Dec 2022
Motion-inductive Self-supervised Object Discovery in Videos Shuangrui Ding Weidi Xie Yabo Chen Rui Qian Xiaopeng Zhang H. Xiong Q. Tian VOS 18 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
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation Gensheng Pei Fumin Shen Yazhou Yao G. Xie Zhenmin Tang Jinhui Tang VOS 36 51 0 18 Jul 2022
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information M. Kowal Mennatullah Siam Md. Amirul Islam Neil D. B. Bruce Richard P. Wildes Konstantinos G. Derpanis 26 25 0 06 Jun 2022
Self-Supervised Video Object Segmentation via Cutout Prediction and Tagging Jyoti Kini Fahad Shahbaz Khan Salman Khan M. Shah VOS 31 1 0 22 Apr 2022
The Right Spin: Learning Object Motion from Rotation-Compensated Flow Fields Pia Bideau Erik Learned-Miller Cordelia Schmid Alahari Karteek OCL 29 6 0 28 Feb 2022
maskGRU: Tracking Small Objects in the Presence of Large Background Motions Constantine J. Roros A. Kak 45 2 0 03 Jan 2022
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier Youngjo Lee Hongje Seong Euntai Kim VOS 57 34 0 23 Dec 2021
DocScanner: Robust Document Image Rectification with Progressive Learning Hao Feng Wen-gang Zhou Jiajun Deng Qi Tian Houqiang Li 31 25 0 28 Oct 2021
Video Instance Segmentation by Instance Flow Assembly Xiang Li Jinglu Wang Xiao Li Yan Lu VOS 27 15 0 20 Oct 2021
Unsupervised Object Learning via Common Fate Matthias Tangemann Steffen Schneider Julius von Kügelgen Francesco Locatello Peter V. Gehler Thomas Brox Matthias Kümmerer Matthias Bethge Bernhard Schölkopf OCL 41 23 0 13 Oct 2021
Visual Sensation and Perception Computational Models for Deep Learning: State of the art, Challenges and Prospects Bing Wei Yudi Zhao K. Hao Lei Gao 42 5 0 08 Sep 2021
Robust High-Resolution Video Matting with Temporal Guidance Shanchuan Lin Linjie Yang Imran Saleemi Soumyadip Sengupta 3DH VOS 19 149 0 25 Aug 2021
Full-Duplex Strategy for Video Object Segmentation Ge-Peng Ji Deng-Ping Fan Keren Fu Zhe Wu Jianbing Shen Ling Shao VOS 86 131 0 06 Aug 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 39 232 0 02 Jul 2021
Learning Inter- and Intraframe Representations for Non-Lambertian Photometric Stereo Yanlong Cao Binjie Ding Zewei He Jiangxin Yang Jingxi Chen Yanpeng Cao Xin Li 35 13 0 26 Dec 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 21 87 0 26 Aug 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 38 61 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 19 414 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 46 274 0 14 Jul 2020
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory Fatemeh Azimi B. Bischke Sebastián M. Palacio Federico Raue Jörn Hees Andreas Dengel VOS VLM 14 4 0 25 Apr 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 77 170 0 18 Mar 2020
Dual Temporal Memory Network for Efficient Video Object Segmentation Kaihua Zhang Long Wang Dong Liu Bo Liu Qingshan Liu Zhu Li VOS 26 15 0 13 Mar 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 19 462 0 19 Jan 2020
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks Wenguan Wang Xiankai Lu Jianbing Shen David J. Crandall Ling Shao VOS 18 272 0 19 Jan 2020
UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking Jonathon Luiten Idil Esen Zulfikar Bastian Leibe VOS 130 62 0 15 Jan 2020
Moving Objects Detection with a Moving Camera: A Comprehensive Review Marie-Neige Chapel T. Bouwmans 29 93 0 15 Jan 2020
Efficient Video Semantic Segmentation with Labels Propagation and Refinement M. Paul Christoph Mayer Luc Van Gool Radu Timofte 24 36 0 26 Dec 2019
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation Gedas Bertasius Lorenzo Torresani 21 178 0 10 Dec 2019
Anchor Diffusion for Unsupervised Video Object Segmentation Zhao Yang Qiang Wang Luca Bertinetto Weiming Hu S. Bai Philip Torr VOS 43 115 0 24 Oct 2019
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing Kevin Duarte Yogesh S Rawat M. Shah VOS 22 68 0 30 Sep 2019
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning Mingjie Sun Jimin Xiao Eng Gee Lim Yanchun Xie Jiashi Feng VOS 27 27 0 27 Sep 2019
Temporally Consistent Depth Prediction with Flow-Guided Memory Units Chanho Eom Hyunjong Park Bumsub Ham MDE 10 14 0 16 Sep 2019
Motion Guided Attention for Video Salient Object Detection Haofeng Li Guanqi Chen Guanbin Li Yizhou Yu 30 166 0 16 Sep 2019
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels Pengxiang Yan Guanbin Li Yuan Xie Zhen Li Chuan Wang Tianshui Chen Liang Lin 17 107 0 12 Aug 2019
An Efficient 3D CNN for Action/Object Segmentation in Video Rui Hou Chong Chen Rahul Sukthankar M. Shah 24 27 0 21 Jul 2019
A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time Elena Burceanu Marius Leordeanu 3DPC VOS 24 3 0 05 Jul 2019
Enhancing Salient Object Segmentation Through Attention Anuj Pahuja Avishek Majumder Anirban Chakraborty R. Venkatesh Babu 16 6 0 27 May 2019
Video Instance Segmentation Linjie Yang Yuchen Fan N. Xu VOS ISeg 39 500 0 12 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 33 146 0 02 May 2019