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Decoupling Features in Hierarchical Propagation for Video Object Segmentation

Neural Information Processing Systems (NeurIPS), 2022

18 October 2022

Zongxin Yang

Yi Yang

VOS

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Papers citing "Decoupling Features in Hierarchical Propagation for Video Object Segmentation"

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Title
SAM2S: Segment Anything in Surgical Videos via Semantic Long-term Tracking Haofeng Liu Ziyue Wang Sudhanshu Mishra Mingqi Gao Guanyi Qin Chang Han Low Alex Y. W. Kong Yueming Jin VLM 60 1 0 20 Nov 2025
SOTFormer: A Minimal Transformer for Unified Object Tracking and Trajectory Prediction Zhongping Dong Pengyang Yu Shuangjian Li L. Chen Mohand Tahar Kechadi 44 0 0 14 Nov 2025
UniSOT: A Unified Framework for Multi-Modality Single Object TrackingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yinchao Ma Yuyang Tang Wenfei Yang Tianzhu Zhang Xu Zhou Feng Wu 148 0 0 03 Nov 2025
SAM 2++: Tracking Anything at Any Granularity J. Zhang C. Liang Yichun Yang Chenkai Zeng Yutao Cui Xinwen Zhang Xin Zhou Kai Ma Gangshan Wu Limin Wang 162 0 0 21 Oct 2025
Robust Ego-Exo Correspondence with Long-Term Memory Yijun Hu Bing Fan Xin Gu Haiqing Ren Dongfang Liu Heng Fan Libo Zhang VLM 76 1 0 13 Oct 2025
Temporal Prompting Matters: Rethinking Referring Video Object Segmentation Ci-Siang Lin Min-Hung Chen I-Jieh Liu Chien-Yi Wang Sifei Liu Yu-Chun Wang VOS 122 0 0 08 Oct 2025
Solar PV Installation Potential Assessment on Building Facades Based on Vision and Language Foundation Models Ruyu Liu Dongxu Zhuang Jianhua Zhang Arega Getaneh Abate P. S. Nielsen Ben Wang Xiufeng Liu 46 0 0 01 Oct 2025
ViSTR-GP: Online Cyberattack Detection via Vision-to-State Tensor Regression and Gaussian Processes in Automated Robotic Operations Navid Aftabi Philip Samaha Jin Ma Long Cheng R. Harik Dan Li AAML 44 0 0 13 Sep 2025
Autoregressive Universal Video Segmentation Model Miran Heo Sukjun Hwang Min-Hung Chen Y. Wang Albert Gu Seon Joo Kim Ryo Hachiuma VOS 154 1 0 26 Aug 2025
MOSEv2: A More Challenging Dataset for Video Object Segmentation in Complex Scenes Henghui Ding Kaining Ying Chang-rui Liu Shuting He Xudong Jiang Yu-Gang Jiang Juil Sock Song Bai VOS 255 20 0 07 Aug 2025
HQ-SMem: Video Segmentation and Tracking Using Memory Efficient Object Embedding With Selective Update and Self-Supervised Distillation Feedback Elham Soltani Kazemi Imad Eddine Toubal Gani Rahmon Jaired Collins K. Palaniappan VOS 153 0 0 25 Jul 2025
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation Claudia Cuttano Gabriele Trivigno Giuseppe Averta Carlo Masone VLM 191 0 0 27 May 2025
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks Yaxiong Chen Junjian Hu Chunlei Li Zixuan Zheng Jingliang Hu Yilei Shi Shengwu Xiong Xiao Xiang Zhu Lichao Mou VOS 337 0 0 19 Mar 2025
AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations Quang-Trung Truong Wong Yuk Kwan Duc Thanh Nguyen Binh-Son Hua Sai-Kit Yeung VGen 247 1 0 17 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 274 11 0 17 Mar 2025
SPOC: Spatially-Progressing Object State Change Segmentation in Video Priyanka Mandikal Tushar Nagarajan Alex Stoken Zihui Xue Kristen Grauman 178 1 0 15 Mar 2025
EdgeTAM: On-Device Track Anything ModelComputer Vision and Pattern Recognition (CVPR), 2025 Chong Zhou Chenchen Zhu Yunyang Xiong Saksham Suri Fanyi Xiao ... Raghuraman Krishnamoorthi Bo Dai Chen Change Loy Vikas Chandra Bilge Soran VLM 268 6 0 13 Jan 2025
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, EditingNeural Information Processing Systems (NeurIPS), 2024 Hao Fei Shengqiong Wu Hao Zhang Tat-Seng Chua Shuicheng Yan 407 70 0 31 Dec 2024
M $^3$ -VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Zixuan Chen Jiaxin Li Liming Tan Yejie Guo Junxuan Liang Cewu Lu Yongqian Li VOS 321 0 0 18 Dec 2024
EchoFM: Foundation Model for Generalizable Echocardiogram AnalysisIEEE Transactions on Medical Imaging (IEEE TMI), 2024 Sekeun Kim Pengfei Jin Qing Xiao Cheng Chen Yiwei Li Hui Ren Xiang Li Tianming Liu Quanzheng Li 217 4 0 30 Oct 2024
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree Shuangrui Ding Rui Qian Xiaoyi Dong Pan Zhang Yuhang Zang Yuhang Cao Yuwei Guo Dahua Lin Jiaqi Wang VLM VOS 275 41 0 21 Oct 2024
FoodMem: Near Real-time and Precise Food Video Segmentation Ahmad AlMughrabi Adrián Galán Ricardo Marques Petia Radeva VOS 248 4 0 16 Jul 2024
Learning Spatial-Semantic Features for Robust Video Object Segmentation Xin Li Deshui Miao Zhenyu He Longji Xu Huchuan Lu Ming-Hsuan Yang VOS 263 5 0 10 Jul 2024
PM-VIS+: High-Performance Video Instance Segmentation without Video Annotation Zhangjing Yang Dun Liu Xin Wang Zhe Li Barathwaj S. Anandan Yi Wu VLM VOS 200 0 0 28 Jun 2024
Zero-Shot Scene Change Detection Kyusik Cho Dong Yeop Kim Euntai Kim 282 6 0 17 Jun 2024
RMem: Restricted Memory Banks Improve Video Object Segmentation Junbao Zhou Ziqi Pang Yu-Xiong Wang VOS 306 17 0 12 Jun 2024
SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal Attention Muhammad Nawfal Meeran Gokul Adethya T Bhanu Pratyush Mantha 165 8 0 09 Jun 2024
Matching Anything by Segmenting AnythingComputer Vision and Pattern Recognition (CVPR), 2024 Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 205 47 0 06 Jun 2024
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Sheng Xu Rongguang Ye ... Shuai Wang Guofa Li Zhenyu Chen Guangxu Zhu Yik-Chung Wu FedML 303 16 0 07 May 2024
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos Yinzhe Xu Huajian Huang Yingshu Chen Sai-Kit Yeung VOS 280 4 0 22 Apr 2024
Moving Object Segmentation: All You Need Is SAM (and Flow) Junyu Xie Charig Yang Weidi Xie Andrew Zisserman 311 23 0 18 Apr 2024
Spatial-Temporal Multi-level Association for Video Object SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Deshui Miao Xin Li Zhenyu He Huchuan Lu Ming-Hsuan Yang VOS 144 3 0 09 Apr 2024
Event-assisted Low-Light Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Hebei Li Jin Wang Jiahui Yuan Yue Li Wenming Weng Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun VOS 171 15 0 02 Apr 2024
Object Segmentation-Assisted Inter Prediction for Versatile Video CodingIEEE transactions on broadcasting (IEEE Trans. Broadcast.), 2024 Zhuoyuan Li Zikun Yuan Li Li Dong Liu Xiaohu Tang Feng Wu VOS 163 24 0 18 Mar 2024
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt Denoising Tao Zhou Tong Lu Qi Ye Zhiguo Shi Jiming Chen VLM 180 3 0 07 Mar 2024
UniVS: Unified and Universal Video Segmentation with Prompts as Queries Ming-hui Li Shuai Li Xindong Zhang Lei Zhang VOS 208 29 0 28 Feb 2024
Lester: rotoscope animation through video object segmentation and tracking Ruben Tous DiffM VOS 89 1 0 15 Feb 2024
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention Quang-Trung Truong Duc Thanh Nguyen Binh-Son Hua Sai-Kit Yeung VOS 216 2 0 25 Jan 2024
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent)International Conference on Machine Learning (ICML), 2024 Zongxin Yang Guikun Chen Xiaodi Li Wenguan Wang Yi Yang LM&Ro LLMAG 373 58 0 16 Jan 2024
TAM-VT: Transformation-Aware Multi-scale Video Transformer for Segmentation and TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Raghav Goyal Wan-Cyuan Fan Mennatullah Siam Leonid Sigal VOS 192 4 0 13 Dec 2023
Learning the What and How of Annotation in Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos VOS 145 18 0 08 Nov 2023
SpVOS: Efficient Video Object Segmentation with Triple Sparse ConvolutionIEEE Transactions on Image Processing (IEEE TIP), 2023 Weihao Lin Tao Chen Chong Yu VOS 172 3 0 23 Oct 2023
Putting the Object Back into Video Object Segmentation Ho Kei Cheng Seoung Wug Oh Brian Price Joon-Young Lee Alexander Schwing VOS 286 171 0 19 Oct 2023
Efficient Emotional Adaptation for Audio-Driven Talking-Head GenerationIEEE International Conference on Computer Vision (ICCV), 2023 Yuan Gan Zongxin Yang Xihang Yue Lingyun Sun Yezhou Yang 179 91 0 10 Sep 2023
A One Stop 3D Target Reconstruction and multilevel Segmentation Method Jinfeng Xu Wei Zhao Zhiyan Tang X. Gan 3DV 158 4 0 14 Aug 2023
Follow Anything: Open-set detection, tracking, and following in real-timeIEEE Robotics and Automation Letters (RA-L), 2023 Alaa Maalouf Ninad Jadhav Krishna Murthy Jatavallabhula Makram Chahine Daniel M.Vogt Robert J. Wood Antonio Torralba Daniela Rus 206 34 0 10 Aug 2023
Tracking Anything in High Quality Jiawen Zhu Zhe Chen Zeqi Hao Shijie Chang Lu Zhang ... Bin Luo Ju He Jinpeng Lan Hanyuan Chen Chenyang Li VOS 113 9 0 26 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 384 150 0 25 Jul 2023
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: Semi-Supervised Video Object Segmentation Jiahao Li Yuanyou Xu Zongxin Yang Yi Yang Yueting Zhuang VOS 266 0 0 05 Jul 2023
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object SegmentationBritish Machine Vision Conference (BMVC), 2023 Stéphane Vujasinović Sebastian Bullinger S. Becker N. Scherer-Negenborn Michael Arens Rainer Stiefelhagen VOS 141 2 0 22 May 2023

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Decoupling Features in Hierarchical Propagation for Video Object Segmentation

Papers citing "Decoupling Features in Hierarchical Propagation for Video Object Segmentation"