Learning What to Learn for Video Object Segmentation

25 March 2020

Luc Van Gool

Radu Timofte

VOS

ArXiv PDF HTML

Papers citing "Learning What to Learn for Video Object Segmentation"

34 / 34 papers shown

Title
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Q. Yang Yuan Yao Miaomiao Cui Liefeng Bo VLM 61 0 0 30 Apr 2025
Learning Spatial-Semantic Features for Robust Video Object Segmentation Xin Li Deshui Miao Zhenyu He Y. Wang Huchuan Lu Ming Yang VOS 56 4 0 10 Jul 2024
RMem: Restricted Memory Banks Improve Video Object Segmentation Junbao Zhou Ziqi Pang Yu-xiong Wang VOS 57 7 0 12 Jun 2024
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 35 0 0 16 May 2024
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos Yinzhe Xu Huajian Huang Yingshu Chen Sai-Kit Yeung VOS 39 1 0 22 Apr 2024
Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation Hesham Ali Idriss Tondji Mennatullah Siam 17 0 0 15 Nov 2023
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds Jiahui Liu Chirui Chang Jianhui Liu Xiaoyang Wu Lan Ma Xiaojuan Qi 3DPC 42 17 0 18 Jul 2023
Self-supervised learning of object pose estimation using keypoint prediction Zahra Gharaee Felix Järemo Lawin Per-Erik Forssén 3DPC 28 1 0 14 Feb 2023
Video Object of Interest Segmentation Siyuan Zhou Chunru Zhan Biao Wang T. Ge Yuning Jiang Li Niu VOS 22 0 0 06 Dec 2022
LVOS: A Benchmark for Long-term Video Object Segmentation Li Hong Wen-Chao Chen Zhongying Liu Wei Zhang Pinxue Guo Zhaoyu Chen Wenqiang Zhang VOS 31 46 0 18 Nov 2022
Fast Hierarchical Learning for Few-Shot Object Detection Yihang She Goutam Bhat Martin Danelljan F. I. F. Richard Yu ObjD 19 1 0 10 Oct 2022
Per-Clip Video Object Segmentation Kwanyong Park Sanghyun Woo Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 32 50 0 03 Aug 2022
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation Ye Yu Jialing Yuan Gaurav Mittal Fuxin Li Mei Chen VOS 45 28 0 01 Aug 2022
Region Aware Video Object Segmentation with Deep Motion Modeling Bo Miao Bennamoun Yongsheng Gao Ajmal Saeed Mian VOS 23 16 0 21 Jul 2022
Towards Grand Unification of Object Tracking B. Yan Yi-Xin Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 40 136 0 14 Jul 2022
Robust Visual Tracking by Segmentation M. Paul Martin Danelljan Christoph Mayer Luc Van Gool VOS 18 64 0 21 Mar 2022
A Discriminative Single-Shot Segmentation Network for Visual Object Tracking A. Lukežič Jirí Matas Matej Kristan VOS 26 9 0 22 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan F. Khan Muhammad Haris Khan M. Felsberg Jirí Matas 42 126 0 06 Dec 2021
MUNet: Motion Uncertainty-aware Semi-supervised Video Object Segmentation Jiadai Sun Yuxin Mao Yuchao Dai Yiran Zhong Jianyuan Wang VOS 13 22 0 29 Nov 2021
Pixel-Level Bijective Matching for Video Object Segmentation Suhwan Cho Heansung Lee Minjung Kim Sungjun Jang Sangyoun Lee VOS 45 23 0 04 Oct 2021
Hierarchical Memory Matching Network for Video Object Segmentation Hongje Seong Seoung Wug Oh Joon-Young Lee Seongwon Lee Suhyeon Lee Euntai Kim VOS 47 103 0 23 Sep 2021
Is First Person Vision Challenging for Object Tracking? Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 27 23 0 31 Aug 2021
Learning Maritime Obstacle Detection from Weak Annotations by Scaffolding Lojze Žust Matej Kristan UQCV 22 10 0 01 Aug 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 25 232 0 02 Jul 2021
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation Ho Kei Cheng Yu-Wing Tai Chi-Keung Tang VOS 35 279 0 09 Jun 2021
Learning Position and Target Consistency for Memory-based Video Object Segmentation Liucheng Hu Peng Zhang Bang Zhang Pan Pan Yinghui Xu R. L. Jin VOS 24 111 0 09 Apr 2021
Track, Check, Repeat: An EM Approach to Unsupervised Tracking Adam W. Harley Yiming Zuo Jing Wen Ayush Mangal Shubhankar Potdar Ritwick Chaudhry Katerina Fragkiadaki 28 9 0 07 Apr 2021
Video Instance Segmentation with a Propose-Reduce Paradigm Huaijia Lin Ruizheng Wu Shu-Lin Liu Jiangbo Lu Jiaya Jia VLM 24 97 0 25 Mar 2021
Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos Bin Zhao Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte VOS 40 16 0 06 Jan 2021
Reducing the Annotation Effort for Video Object Segmentation Datasets P. Voigtlaender Lishu Luo C. Yuan Yong-jia Jiang Bastian Leibe VOS 36 19 0 02 Nov 2020
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration Zongxin Yang Yunchao Wei Yi Yang VOS 40 163 0 13 Oct 2020
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 16 76 0 16 Sep 2020
Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson Felix Järemo Lawin Martin Danelljan F. Khan M. Felsberg VOS 51 140 0 27 Feb 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,684 0 09 Mar 2017