Online Adaptation of Convolutional Neural Networks for Video Object Segmentation

28 June 2017

Papers citing "Online Adaptation of Convolutional Neural Networks for Video Object Segmentation"

50 / 70 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
Hierarchical Spatiotemporal Transformers for Video Object Segmentation Jun-Sang Yoo H. Lee Seung‐Won Jung VOS 31 1 0 17 Jul 2023
Two-shot Video Object Segmentation Kun Yan Xiao Li Fangyun Wei Jinglu Wang Chenbin Zhang Ping Wang Yan Lu VOS 28 14 0 21 Mar 2023
Breaking the "Object" in Video Object Segmentation P. Tokmakov Jie Li Adrien Gaidon VOS 29 39 0 12 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
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
Per-Clip Video Object Segmentation Kwanyong Park Sanghyun Woo Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 29 50 0 03 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
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Cristiano Saltori E. Krivosheev Stéphane Lathuilière N. Sebe Fabio Galasso G. Fiameni Elisa Ricci Fabio Poiesi 3DPC 36 29 0 20 Jul 2022
Learning Quality-aware Dynamic Memory for Video Object Segmentation Yong Liu R. Yu Fei Yin Xinyuan Zhao Wei-Ye Zhao Weihao Xia Yujiu Yang VOS 32 47 0 16 Jul 2022
Boosting Video Object Segmentation based on Scale Inconsistency Hengyi Wang Changjae Oh VOS 24 0 0 02 May 2022
Adaptive Memory Management for Video Object Segmentation Ali Pourganjalikhan Charalambos (Charis) Poullis VOS 31 1 0 13 Apr 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 37 25 0 30 Mar 2022
Robust Visual Tracking by Segmentation M. Paul Martin Danelljan Christoph Mayer Luc Van Gool VOS 18 64 0 21 Mar 2022
Local-Global Context Aware Transformer for Language-Guided Video Segmentation Chen Liang Wenguan Wang Tianfei Zhou Jiaxu Miao Yawei Luo Yi Yang VOS 29 74 0 18 Mar 2022
Transfer of Representations to Video Label Propagation: Implementation Factors Matter Daniel McKee Zitong Zhan Bing Shuai Davide Modolo Joseph Tighe Svetlana Lazebnik SSL 13 4 0 10 Mar 2022
Resolving label uncertainty with implicit posterior models Esther Rolf Nikolay Malkin Alexandros Graikos A. Jojic Caleb Robinson Nebojsa Jojic UQCV 26 10 0 28 Feb 2022
Siamese Network with Interactive Transformer for Video Object Segmentation Meng Lan Jing Zhang Fengxiang He Lefei Zhang ViT 21 36 0 28 Dec 2021
A Discriminative Single-Shot Segmentation Network for Visual Object Tracking A. Lukežič Jirí Matas Matej Kristan VOS 26 9 0 22 Dec 2021
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images A. Athar Jonathon Luiten Alexander Hermans Deva Ramanan Bastian Leibe VOS 27 25 0 16 Dec 2021
Reliable Propagation-Correction Modulation for Video Object Segmentation Xiaohao Xu Jinglu Wang Xiao Li Yan Lu VOS 40 61 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
Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective Yuxi Li N. Xu Wenjie Yang John See Weiyao Lin VOS 22 5 0 02 Nov 2021
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation Yizhe Zhang Shubhankar Borse H. Cai Fatih Porikli VOS TTA 35 40 0 24 Oct 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 37 21 0 28 Sep 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
Accelerating Video Object Segmentation with Compressed Video Kai Xu Angela Yao VOS 20 21 0 26 Jul 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
Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps Yuk Heo Y. Koh Chang-Su Kim VOS 32 27 0 21 Apr 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
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction Shanyan Guan Jingwei Xu Yunbo Wang Bingbing Ni Xiaokang Yang 3DH 25 50 0 30 Mar 2021
One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video Zixu Zhao Yueming Jin Bo Lu Chi-Fai Ng Qi Dou Yunhui Liu Pheng-Ann Heng 22 24 0 24 Mar 2021
Active Boundary Loss for Semantic Segmentation Chi-Yin Wang Yunke Zhang Miaomiao Cui Peiran Ren Yin Yang Xuansong Xie Xiansheng Hua Hujun Bao Weiwei Xu 47 63 0 04 Feb 2021
Occluded Video Instance Segmentation: A Benchmark Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge J. Belongie Alan Yuille Philip H. S. Torr S. Bai VOS VLM 27 135 0 02 Feb 2021
Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation Hyojin Park Jayeon Yoo Seohyeong Jeong Ganesh Venkatesh Nojun Kwak VOS 26 36 0 21 Dec 2020
CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation Yang Fu Linjie Yang Ding Liu Thomas S. Huang Humphrey Shi VOS 29 71 0 07 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
Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation Yuxi Li Ning Xu Jinlong Peng John See Weiyao Lin VOS 34 32 0 23 Oct 2020
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration Zongxin Yang Yunchao Wei Yi Yang VOS 38 163 0 13 Oct 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 86 0 26 Aug 2020
Interactive Video Object Segmentation Using Global and Local Transfer Modules Yuk Heo Y. Koh Chang-Su Kim VOS 19 33 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
Learning What to Learn for Video Object Segmentation Goutam Bhat Felix Järemo Lawin Martin Danelljan Andreas Robinson M. Felsberg Luc Van Gool Radu Timofte VOS 8 156 0 25 Mar 2020
Dual Temporal Memory Network for Efficient Video Object Segmentation Kaihua Zhang Long Wang Dong Liu Bo Liu Qingshan Liu Zhu Li VOS 21 15 0 13 Mar 2020
MAST: A Memory-Augmented Self-supervised Tracker Zihang Lai Erika Lu Weidi Xie VOS 24 184 0 18 Feb 2020
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 24 234 0 20 Nov 2019
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning Mingjie Sun Jimin Xiao Eng Gee Lim Yanchun Xie Jiashi Feng VOS 19 27 0 27 Sep 2019