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Video Object Segmentation

VOS
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Segments objects in videos over time. Supports applications in video editing, surveillance, and autonomous navigation.

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50 / 759 papers shown
Title
Explicit Memory through Online 3D Gaussian Splatting Improves Class-Agnostic Video Segmentation
Explicit Memory through Online 3D Gaussian Splatting Improves Class-Agnostic Video SegmentationIEEE Robotics and Automation Letters (IEEE RA-L), 2025
Anthony Opipari
Aravindhan K. Krishnan
Shreekant Gayaka
Min Sun
Cheng-Hao Kuo
Arnie Sen
Odest Chadwicke Jenkins
VOS3DGS
93
0
0
27 Oct 2025
Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation
Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation
Su Ho Han
Jeongseok Hyun
Pilhyeon Lee
Minho Shim
Dongyoon Wee
Seon Joo Kim
VOSVLM
72
0
0
22 Oct 2025
MaskCaptioner: Learning to Jointly Segment and Caption Object Trajectories in Videos
MaskCaptioner: Learning to Jointly Segment and Caption Object Trajectories in Videos
Gabriel Fiastre
Antoine Yang
Cordelia Schmid
VOS
130
0
0
16 Oct 2025
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation
Chang Liu
Henghui Ding
Kaining Ying
Lingyi Hong
N. Xu
...
Alexey Nekrasov
Ali Athar
Daan de Geus
Alexander Hermans
Bastian Leibe
VOS
6
0
0
13 Oct 2025
Complementary and Contrastive Learning for Audio-Visual Segmentation
Complementary and Contrastive Learning for Audio-Visual SegmentationIEEE transactions on multimedia (TMM), 2025
Sitong Gong
Yunzhi Zhuge
Lu Zhang
Pingping Zhang
Huchuan Lu
VOS
54
1
0
11 Oct 2025
MomentSeg: Moment-Centric Sampling for Enhanced Video Pixel Understanding
MomentSeg: Moment-Centric Sampling for Enhanced Video Pixel Understanding
Ming Dai
Sen Yang
Boqiang Duan
Wankou Yang
Jingdong Wang
VOS
63
0
0
10 Oct 2025
LTCA: Long-range Temporal Context Attention for Referring Video Object Segmentation
LTCA: Long-range Temporal Context Attention for Referring Video Object Segmentation
C. Yan
Jingyun Wang
Guoliang Kang
VOS
70
0
0
09 Oct 2025
MSITrack: A Challenging Benchmark for Multispectral Single Object Tracking
MSITrack: A Challenging Benchmark for Multispectral Single Object Tracking
Tao Feng
Tingfa Xu
Haolin Qin
Tianhao Li
Shuaihao Han
Xuyang Zou
Zhan Lv
Jianan Li
VOS
20
0
0
08 Oct 2025
Temporal Prompting Matters: Rethinking Referring Video Object Segmentation
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
23
0
0
08 Oct 2025
Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
Zanyi Wang
Dengyang Jiang
Liuzhuozheng Li
Sizhe Dang
Chengzu Li
H. Yang
Guang Dai
Mengmeng Wang
Jingdong Wang
VOSVGen
73
0
0
07 Oct 2025
The 1st Solution for MOSEv1 Challenge on LSVOS 2025: CGFSeg
The 1st Solution for MOSEv1 Challenge on LSVOS 2025: CGFSeg
Tingmin Li
Yixuan Li
Yang Yang
VOS
28
0
0
30 Sep 2025
Video Object Segmentation-Aware Audio Generation
Video Object Segmentation-Aware Audio Generation
Ilpo Viertola
Vladimir E. Iashin
Esa Rahtu
DiffMVOSVGen
41
0
0
30 Sep 2025
SVAC: Scaling Is All You Need For Referring Video Object Segmentation
SVAC: Scaling Is All You Need For Referring Video Object Segmentation
Li Zhang
Haoxiang Gao
Zhihao Zhang
Luoxiao Huang
Tao Zhang
VOS
17
0
0
28 Sep 2025
Learning What To Hear: Boosting Sound-Source Association For Robust Audiovisual Instance Segmentation
Learning What To Hear: Boosting Sound-Source Association For Robust Audiovisual Instance Segmentation
Jinbae Seo
Hyeongjun Kwon
Kwonyoung Kim
Jiyoung Lee
Kwanghoon Sohn
VOS
36
0
0
26 Sep 2025
Frequency-Domain Decomposition and Recomposition for Robust Audio-Visual Segmentation
Frequency-Domain Decomposition and Recomposition for Robust Audio-Visual Segmentation
Yunzhe Shen
Kai Peng
Leiye Liu
Wei Ji
Jingjing Li
Miao Zhang
Yongri Piao
Huchuan Lu
VOS
40
0
0
23 Sep 2025
SimToken: A Simple Baseline for Referring Audio-Visual Segmentation
SimToken: A Simple Baseline for Referring Audio-Visual Segmentation
Dian Jin
Yanghao Zhou
Jinxing Zhou
Jiaqi Ma
Ruohao Guo
Dan Guo
VOS
25
0
0
22 Sep 2025
The 1st Solution for 7th LSVOS RVOS Track: SaSaSa2VA
The 1st Solution for 7th LSVOS RVOS Track: SaSaSa2VA
Quanzhu Niu
Dengxian Gong
Shihao Chen
Tao Zhang
Yikang Zhou
Haobo Yuan
Lu Qi
Xiangtai Li
S. Ji
VOS
82
0
0
21 Sep 2025
Road Obstacle Video Segmentation
Road Obstacle Video Segmentation
Shyam Nandan Rai
Shyamgopal Karthik
Mariana-Iuliana Georgescu
Barbara Caputo
Carlo Masone
Zeynep Akata
VOS
40
0
0
16 Sep 2025
Osu2MIR: Beat Tracking Dataset Derived From Osu! Data
Osu2MIR: Beat Tracking Dataset Derived From Osu! Data
Ziyun Liu
Chris Donahue
VOS
60
0
0
16 Sep 2025
UNO: Unifying One-stage Video Scene Graph Generation via Object-Centric Visual Representation Learning
UNO: Unifying One-stage Video Scene Graph Generation via Object-Centric Visual Representation Learning
Huy Le
Nhat Chung
Tung Kieu
Jingkang Yang
Ngan Le
VOSOCL
88
0
0
07 Sep 2025
Unleashing Hierarchical Reasoning: An LLM-Driven Framework for Training-Free Referring Video Object Segmentation
Unleashing Hierarchical Reasoning: An LLM-Driven Framework for Training-Free Referring Video Object Segmentation
Bingrui Zhao
Lin Yuanbo Wu
Xiangtian Fan
Deyin Liu
Lu Zhang
Ruyi He
Jialie Shen
Ximing Li
VOS
38
0
0
06 Sep 2025
VoCap: Video Object Captioning and Segmentation from Any Prompt
VoCap: Video Object Captioning and Segmentation from Any Prompt
J. Uijlings
Xingyi Zhou
Xiuye Gu
Arsha Nagrani
Anurag Arnab
Alireza Fathi
David A. Ross
Cordelia Schmid
VOSVLM
75
0
0
29 Aug 2025
Autoregressive Universal Video Segmentation Model
Autoregressive Universal Video Segmentation Model
Miran Heo
Sukjun Hwang
Min-Hung Chen
Y. Wang
Albert Gu
Seon Joo Kim
Ryo Hachiuma
VOS
68
0
0
26 Aug 2025
FTIO: Frequent Temporally Integrated Objects
FTIO: Frequent Temporally Integrated Objects
Mohammad Mohammadzadeh Kalati
Farhad Maleki
Ian McQuillan
VOS
88
0
0
22 Aug 2025
Temporal-Conditional Referring Video Object Segmentation with Noise-Free Text-to-Video Diffusion Model
Temporal-Conditional Referring Video Object Segmentation with Noise-Free Text-to-Video Diffusion Model
Ruixin Zhang
Jiaqing Fan
Yifan Liao
Qian Qiao
Fanzhang Li
DiffMVOS
81
0
0
19 Aug 2025
Temporal Grounding as a Learning Signal for Referring Video Object Segmentation
Temporal Grounding as a Learning Signal for Referring Video Object Segmentation
Seunghun Lee
Jiwan Seo
Jeonghoon Kim
S. Kim
Siwon Kim
...
Wonhyeok Choi
Jaehoon Jeong
Zane Durante
Sang Hyun Park
Sunghoon Im
VOS
72
0
0
16 Aug 2025
Reinforcing Video Reasoning Segmentation to Think Before It Segments
Reinforcing Video Reasoning Segmentation to Think Before It Segments
Sitong Gong
Lu Zhang
Yunzhi Zhuge
Xu Jia
Pingping Zhang
Huchuan Lu
VOSAI4TSLRM
60
2
0
15 Aug 2025
Towards Agentic AI for Multimodal-Guided Video Object Segmentation
Towards Agentic AI for Multimodal-Guided Video Object Segmentation
Tuyen Tran
T. Hoang Ngan Le
Truyen Tran
VOS
20
0
0
14 Aug 2025
Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild
Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild
Haoran Wang
Zekun Li
Jian Zhang
Lei Qi
Yinghuan Shi
VOSVGen
33
0
0
11 Aug 2025
GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm
GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm
Yu-Huan Wu
Wei Liu
Zi-Xuan Zhu
Zizhou Wang
Y. Liu
Liangli Zhen
VOS
54
0
0
11 Aug 2025
SUIT: Spatial-Spectral Union-Intersection Interaction Network for Hyperspectral Object Tracking
SUIT: Spatial-Spectral Union-Intersection Interaction Network for Hyperspectral Object Tracking
Fengchao Xiong
Zhenxing Wu
Sen Jia
Yuntao Qian
VOS
36
0
0
10 Aug 2025
EventRR: Event Referential Reasoning for Referring Video Object Segmentation
EventRR: Event Referential Reasoning for Referring Video Object Segmentation
Huihui Xu
Jiashi Lin
Haoyu Chen
Junjun He
Lei Zhu
VOS
94
0
0
10 Aug 2025
MOSEv2: A More Challenging Dataset for Video Object Segmentation in Complex Scenes
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
104
14
0
07 Aug 2025
MSC: A Marine Wildlife Video Dataset with Grounded Segmentation and Clip-Level Captioning
MSC: A Marine Wildlife Video Dataset with Grounded Segmentation and Clip-Level Captioning
Quang-Trung Truong
Yuk-Kwan Wong
Vo Hoang Kim Tuyen Dang
Rinaldi Gotama
D. Nguyen
Sai-Kit Yeung
VOS
91
0
0
06 Aug 2025
Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation
Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation
Jinxing Zhou
Yanghao Zhou
Mingfei Han
Tong Wang
Xiaojun Chang
Hisham Cholakkal
Rao Muhammad Anwer
VOSLRM
42
1
0
06 Aug 2025
SlotMatch: Distilling Temporally Consistent Object-Centric Representations for Unsupervised Video Segmentation
SlotMatch: Distilling Temporally Consistent Object-Centric Representations for Unsupervised Video Segmentation
Diana-Nicoleta Grigore
Neelu Madan
Andreas Mogelmose
T. Moeslund
Radu Tudor Ionescu
VOSOCL
132
0
0
05 Aug 2025
HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors
HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual PriorsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Xincheng Yao
Yijun Yang
Kangwei Guo
Ruiqiang Xiao
Haipeng Zhou
Haisu Tao
Zhiqiang Wang
Lei Zhu
VOS
58
0
0
30 Jul 2025
Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation
Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation
Kaining Ying
Henghui Ding
Guangquan Jie
Yu Jiang
VOS
126
4
0
30 Jul 2025
Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation
Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation
Zheng Xiangyu
He Songcheng
Li Wanyun
Li Xiaoqiang
Zhang Wei
VOS
75
0
0
30 Jul 2025
Segment Anything for Video: A Comprehensive Review of Video Object Segmentation and Tracking from Past to Future
Segment Anything for Video: A Comprehensive Review of Video Object Segmentation and Tracking from Past to Future
Guoping Xu
Jayaram K. Udupa
Yajun Yu
H. Shao
Songlin Zhao
Wei Liu
You Zhang
VOSVLM
44
0
0
30 Jul 2025
From Waveforms to Pixels: A Survey on Audio-Visual Segmentation
From Waveforms to Pixels: A Survey on Audio-Visual Segmentation
Jia Li
Yapeng Tian
VOS
78
1
0
29 Jul 2025
Temporally Consistent Unsupervised Segmentation for Mobile Robot Perception
Temporally Consistent Unsupervised Segmentation for Mobile Robot Perception
Christian Ellis
Maggie B. Wigness
Craig T. Lennon
L. Fiondella
VOS
70
0
0
29 Jul 2025
MOVE: Motion-Guided Few-Shot Video Object Segmentation
MOVE: Motion-Guided Few-Shot Video Object Segmentation
Kaining Ying
Hengrui Hu
Henghui Ding
VOS
83
3
0
29 Jul 2025
Implicit Counterfactual Learning for Audio-Visual Segmentation
Implicit Counterfactual Learning for Audio-Visual Segmentation
Mingfeng Zha
Tianyu Li
G. Wang
Peng Wang
Yangyang Wu
Yang Yang
Heng Tao Shen
VOSCML
66
0
0
28 Jul 2025
Latest Object Memory Management for Temporally Consistent Video Instance Segmentation
Latest Object Memory Management for Temporally Consistent Video Instance Segmentation
Seunghun Lee
Jiwan Seo
Minwoo Choi
Kiljoon Han
Jaehoon Jeong
Zane Durante
Ehsan Adeli
Sang Hyun Park
Sunghoon Im
VOS
82
0
0
26 Jul 2025
DepthFlow: Exploiting Depth-Flow Structural Correlations for Unsupervised Video Object Segmentation
DepthFlow: Exploiting Depth-Flow Structural Correlations for Unsupervised Video Object Segmentation
Suhwan Cho
Minhyeok Lee
Jungho Lee
Donghyeong Kim
Sangyoun Lee
VOS
48
0
0
26 Jul 2025
Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation
Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation
Guanyi Qin
Ziyue Wang
Daiyun Shen
Haofeng Liu
Hantao Zhou
Junde Wu
R. Hu
Yueming Jin
VOS
18
0
0
25 Jul 2025
HQ-SMem: Video Segmentation and Tracking Using Memory Efficient Object Embedding With Selective Update and Self-Supervised Distillation Feedback
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
92
0
0
25 Jul 2025
Object-centric Video Question Answering with Visual Grounding and Referring
Object-centric Video Question Answering with Visual Grounding and Referring
Haochen Wang
Qirui Chen
Cilin Yan
Jiayin Cai
Xiaolong Jiang
Yao Hu
Weidi Xie
Stratis Gavves
MLLMVOS
95
2
0
25 Jul 2025
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction
Yiqing Shen
Chenjia Li
Chenxiao Fan
Mathias Unberath
VOS
73
0
0
22 Jul 2025
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