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Make One-Shot Video Object Segmentation Efficient Again

Make One-Shot Video Object Segmentation Efficient Again

Neural Information Processing Systems (NeurIPS), 2020
3 December 2020
Tim Meinhardt
Laura Leal-Taixe
    VOS
ArXiv (abs)PDFHTMLGithub (35★)

Papers citing "Make One-Shot Video Object Segmentation Efficient Again"

28 / 28 papers shown
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation
Thanos Delatolas
Vicky S. Kalogeiton
Dim P. Papadopoulos
DiffMVOS
435
4
0
07 Apr 2025
EdgeTAM: On-Device Track Anything Model
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
364
19
0
13 Jan 2025
Strike the Balance: On-the-Fly Uncertainty based User Interactions for
  Long-Term Video Object Segmentation
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationAsian Conference on Computer Vision (ACCV), 2024
Stéphane Vujasinović
Kamil Dreczkowski
Sebastian Bullinger
Norbert Scherer-Negenborn
Michael Arens
VOS
343
2
0
31 Jul 2024
LVOS: A Benchmark for Large-scale Long-term Video Object Segmentation
LVOS: A Benchmark for Large-scale Long-term Video Object Segmentation
Lingyi Hong
Zhongying Liu
Wenchao Chen
Chenzhi Tan
Yuang Feng
...
Jinglun Li
Zhaoyu Chen
Shuyong Gao
Wei Zhang
Wenqiang Zhang
VLMVOS
337
36
0
30 Apr 2024
Efficient Video Object Segmentation via Modulated Cross-Attention Memory
Efficient Video Object Segmentation via Modulated Cross-Attention Memory
Abdelrahman M. Shaker
Syed Talal Wasim
Martin Danelljan
Salman Khan
Ming-Hsuan Yang
Fahad Shahbaz Khan
VOS
228
6
0
26 Mar 2024
Learning the What and How of Annotation in Video Object Segmentation
Learning the What and How of Annotation in Video Object Segmentation
Thanos Delatolas
Vicky S. Kalogeiton
Dim P. Papadopoulos
VOS
266
22
0
08 Nov 2023
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual
  Tracking and Segmentation
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Yuanyou Xu
Zongxin Yang
Yi Yang
VOS
391
18
0
25 Aug 2023
XMem++: Production-level Video Segmentation From Few Annotated Frames
XMem++: Production-level Video Segmentation From Few Annotated FramesIEEE International Conference on Computer Vision (ICCV), 2023
Maksym Bekuzarov
Ariana Bermúdez
Joon-Young Lee
Haohe Li
VLMVOS
285
68
0
29 Jul 2023
READMem: Robust Embedding Association for a Diverse Memory in
  Unconstrained Video Object Segmentation
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
261
2
0
22 May 2023
Video Object Segmentation in Panoptic Wild Scenes
Video Object Segmentation in Panoptic Wild ScenesInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Yuanyou Xu
Zongxin Yang
Yezhou Yang
VOS
316
16
0
08 May 2023
Boosting Video Object Segmentation via Space-time Correspondence
  Learning
Boosting Video Object Segmentation via Space-time Correspondence LearningComputer Vision and Pattern Recognition (CVPR), 2023
Yurong Zhang
Liulei Li
Wenguan Wang
Rong Xie
Li Song
Wenjun Zhang
VOS
267
47
0
13 Apr 2023
Unified Mask Embedding and Correspondence Learning for Self-Supervised
  Video Segmentation
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Liulei Li
Wenguan Wang
Tianfei Zhou
Jianwu Li
Yi Yang
VOS
332
28
0
17 Mar 2023
LVOS: A Benchmark for Long-term Video Object Segmentation
LVOS: A Benchmark for Long-term Video Object SegmentationIEEE International Conference on Computer Vision (ICCV), 2022
Li Hong
Wen-Chao Chen
Zhongying Liu
Wei Zhang
Pinxue Guo
Zhaoyu Chen
Wenqiang Zhang
VOS
383
89
0
18 Nov 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An
  Overview
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An OverviewIEEE/CAA Journal of Automatica Sinica (JCAS), 2022
Wenqi Ren
Yang Tang
Qiyu Sun
Chaoqiang Zhao
Qing‐Long Han
VLM
253
68
0
13 Nov 2022
Region Aware Video Object Segmentation with Deep Motion Modeling
Region Aware Video Object Segmentation with Deep Motion ModelingIEEE Transactions on Image Processing (IEEE TIP), 2022
Bo Miao
Bennamoun
Yongsheng Gao
Lin Wang
VOS
321
27
0
21 Jul 2022
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin
  Memory Model
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelEuropean Conference on Computer Vision (ECCV), 2022
Ho Kei Cheng
Alex Schwing
VLMVOS
439
619
0
14 Jul 2022
Boosting Video Object Segmentation based on Scale Inconsistency
Boosting Video Object Segmentation based on Scale InconsistencyIEEE International Conference on Multimedia and Expo (ICME), 2022
Hengyi Wang
Changjae Oh
VOS
278
0
0
02 May 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised
  Correspondence Learning
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence LearningComputer Vision and Pattern Recognition (CVPR), 2022
Liulei Li
Tianfei Zhou
Wenguan Wang
Pu Cao
Jian-Wei Li
Yi Yang
SSL
345
58
0
27 Mar 2022
End-to-End Modeling via Information Tree for One-Shot Natural Language
  Spatial Video Grounding
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video GroundingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Meng Li
Tianbao Wang
Haoyu Zhang
Shengyu Zhang
Zhou Zhao
...
Wenming Tan
Jin Wang
Peng Wang
Shi Pu
Leilei Gan
355
46
0
15 Mar 2022
Resolving label uncertainty with implicit posterior models
Resolving label uncertainty with implicit posterior modelsConference on Uncertainty in Artificial Intelligence (UAI), 2022
Esther Rolf
Nikolay Malkin
Alexandros Graikos
A. Jojic
Caleb Robinson
Nebojsa Jojic
UQCV
266
13
0
28 Feb 2022
HODOR: High-level Object Descriptors for Object Re-segmentation in Video
  Learned from Static Images
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
395
29
0
16 Dec 2021
Learning To Segment Dominant Object Motion From Watching Videos
Learning To Segment Dominant Object Motion From Watching VideosInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2021
Sahir Shrestha
M. Armin
Hongdong Li
Nick Barnes
VOS
154
2
0
28 Nov 2021
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally
  Consistent Video Semantic Segmentation
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Yizhe Zhang
Shubhankar Borse
H. Cai
Fatih Porikli
VOSTTA
211
47
0
24 Oct 2021
Hierarchical Memory Matching Network for Video Object Segmentation
Hierarchical Memory Matching Network for Video Object SegmentationIEEE International Conference on Computer Vision (ICCV), 2021
Hongje Seong
Seoung Wug Oh
Joon-Young Lee
Seongwon Lee
Suhyeon Lee
Euntai Kim
VOS
432
126
0
23 Sep 2021
Self-Supervised Video Object Segmentation by Motion-Aware Mask
  Propagation
Self-Supervised Video Object Segmentation by Motion-Aware Mask PropagationIEEE International Conference on Multimedia and Expo (ICME), 2021
Bo Miao
Bennamoun
Yongsheng Gao
Lin Wang
VOS
257
23
0
27 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation
A Survey on Deep Learning Technique for Video Segmentation
Tianfei Zhou
Fatih Porikli
David J. Crandall
Luc Van Gool
Wenguan Wang
VOS
471
293
0
02 Jul 2021
Rethinking Space-Time Networks with Improved Memory Coverage for
  Efficient Video Object Segmentation
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object SegmentationNeural Information Processing Systems (NeurIPS), 2021
Ho Kei Cheng
Yu-Wing Tai
Chi-Keung Tang
VOS
475
362
0
09 Jun 2021
DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain
  Adaptation
DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation
Jinshuo Zhang
Zhicheng Wang
Songyan Zhang
Gang Wei
VOS
198
0
0
21 May 2021
1
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