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Learning Discriminative Feature with CRF for Unsupervised Video Object
  Segmentation

Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation

4 August 2020
Mingmin Zhen
Shiwei Li
Lei Zhou
Jiaxiang Shang
Haoan Feng
Tian Fang
Long Quan
    VOS
ArXiv (abs)PDFHTML

Papers citing "Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation"

36 / 36 papers shown
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
275
0
0
30 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
223
0
0
26 Jul 2025
TransFlow: Motion Knowledge Transfer from Video Diffusion Models to Video Salient Object Detection
TransFlow: Motion Knowledge Transfer from Video Diffusion Models to Video Salient Object Detection
Suhwan Cho
Minhyeok Lee
Jungho Lee
Sunghun Yang
Sangyoun Lee
158
0
0
26 Jul 2025
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation
Xiangyu Zheng
Wanyun Li
Songcheng He
Jianping Fan
Xiaoqiang Li
We Zhang
VOS
329
0
0
08 Apr 2025
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation
Learning Motion and Temporal Cues for Unsupervised Video Object SegmentationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Yunzhi Zhuge
Hongyu Gu
Lu Zhang
Jinqing Qi
Huchuan Lu
VOS
531
11
0
14 Jan 2025
Improving Unsupervised Video Object Segmentation via Fake Flow
  Generation
Improving Unsupervised Video Object Segmentation via Fake Flow Generation
Suhwan Cho
Minhyeok Lee
Jungho Lee
Donghyeong Kim
Seunghoon Lee
Sungmin Woo
Sangyoun Lee
VOS
183
1
0
16 Jul 2024
UVIS: Unsupervised Video Instance Segmentation
UVIS: Unsupervised Video Instance Segmentation
Shuaiyi Huang
Saksham Suri
Kamal Gupta
Sai Saketh Rambhatla
Ser-Nam Lim
Abhinav Shrivastava
VLM
380
5
0
11 Jun 2024
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection
Xin Zhang
Tao Xiao
Gepeng Ji
Xuan Wu
Keren Fu
Qijun Zhao
340
9
0
04 Mar 2024
Hierarchical Graph Pattern Understanding for Zero-Shot VOS
Hierarchical Graph Pattern Understanding for Zero-Shot VOS
Gensheng Pei
Fumin Shen
Yazhou Yao
Tao Chen
Xian-Sheng Hua
Mengqi Li
VOS
264
4
0
15 Dec 2023
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation
Suhwan Cho
Minhyeok Lee
Jungho Lee
Myeongah Cho
Seungwook Park
Jaeyeob Kim
Hyunsung Jang
Sangyoun Lee
VOS
462
2
0
26 Sep 2023
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation
Mennatullah Siam
R. Karim
Henghui Zhao
Richard P. Wildes
VOS
313
3
0
15 Jul 2023
Event-Free Moving Object Segmentation from Moving Ego Vehicle
Event-Free Moving Object Segmentation from Moving Ego VehicleIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Zhuyun Zhou
Zongwei Wu
Danda Pani Paudel
Rémi Boutteau
Fan Yang
Luc Van Gool
Radu Timofte
D. Ginhac
404
11
0
28 Apr 2023
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual
  Grouping
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual GroupingComputer Vision and Pattern Recognition (CVPR), 2023
Long Lian
Zhirong Wu
Stella X. Yu
VOS
235
18
0
17 Apr 2023
Co-attention Propagation Network for Zero-Shot Video Object Segmentation
Co-attention Propagation Network for Zero-Shot Video Object SegmentationIEEE Transactions on Image Processing (IEEE TIP), 2023
Gensheng Pei
Yazhou Yao
Fumin Shen
Daniel Huang
Xing-Rui Huang
Hengtao Shen
VOS
303
16
0
08 Apr 2023
Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation
Adaptive Multi-source Predictor for Zero-shot Video Object SegmentationInternational Journal of Computer Vision (IJCV), 2023
Xiaoqi Zhao
Shijie Chang
Youwei Pang
Jiaxing Yang
Lihe Zhang
Huchuan Lu
VOS
265
13
0
18 Mar 2023
Guided Slot Attention for Unsupervised Video Object Segmentation
Guided Slot Attention for Unsupervised Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Minhyeok Lee
Suhwan Cho
Dogyoon Lee
Chaewon Park
Jungho Lee
Sangyoun Lee
VOS
424
22
0
15 Mar 2023
Tsanet: Temporal and Scale Alignment for Unsupervised Video Object
  Segmentation
Tsanet: Temporal and Scale Alignment for Unsupervised Video Object SegmentationInternational Conference on Information Photonics (ICIP), 2023
Seunghoon Lee
Suhwan Cho
Dogyoon Lee
Minhyeok Lee
Sangyoun Lee
VOS
259
5
0
08 Mar 2023
Improving Unsupervised Video Object Segmentation with Motion-Appearance
  Synergy
Improving Unsupervised Video Object Segmentation with Motion-Appearance Synergy
Long Lian
Zhirong Wu
Stella X. Yu
VOS
226
1
0
17 Dec 2022
Dual Prototype Attention for Unsupervised Video Object Segmentation
Dual Prototype Attention for Unsupervised Video Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2022
Suhwan Cho
Minhyeok Lee
Seunghoon Lee
Dogyoon Lee
Heeseung Choi
Ig-Jae Kim
Sangyoun Lee
VOS
314
23
0
22 Nov 2022
Efficient Unsupervised Video Object Segmentation Network Based on Motion
  Guidance
Efficient Unsupervised Video Object Segmentation Network Based on Motion Guidance
Chao Hu
Liqiang Zhu
VOS
214
4
0
10 Nov 2022
Unsupervised Video Object Segmentation via Prototype Memory Network
Unsupervised Video Object Segmentation via Prototype Memory NetworkIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Minhyeok Lee
Suhwan Cho
Seung-Hyun Lee
Chaewon Park
Sangyoun Lee
VOS
246
54
0
08 Sep 2022
Treating Motion as Option to Reduce Motion Dependency in Unsupervised
  Video Object Segmentation
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Suhwan Cho
Minhyeok Lee
Seung-Hyun Lee
Chaewon Park
Donghyeon Kim
Sangyoun Lee
VOS
446
54
0
04 Sep 2022
Grounded Affordance from Exocentric View
Grounded Affordance from Exocentric ViewInternational Journal of Computer Vision (IJCV), 2022
Hongcheng Luo
Wei Zhai
Jing Zhang
Yang Cao
Dacheng Tao
301
30
0
28 Aug 2022
Hierarchical Feature Alignment Network for Unsupervised Video Object
  Segmentation
Hierarchical Feature Alignment Network for Unsupervised Video Object SegmentationEuropean Conference on Computer Vision (ECCV), 2022
Gensheng Pei
Fumin Shen
Yazhou Yao
G. Xie
Zhenmin Tang
Jinhui Tang
VOS
352
71
0
18 Jul 2022
Implicit Motion-Compensated Network for Unsupervised Video Object
  Segmentation
Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation
Lin Xi
Weihai Chen
Xingming Wu
Zhong Liu
Zhengguo Li
VOS
337
14
0
06 Apr 2022
A Unified Transformer Framework for Group-based Segmentation:
  Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object DetectionIEEE transactions on multimedia (IEEE TMM), 2022
Qingxin Xiao
Jingliang Deng
Rui Sun
Guosheng Lin
Qingyao Wu
ViT
355
110
0
09 Mar 2022
Dilated Continuous Random Field for Semantic Segmentation
Dilated Continuous Random Field for Semantic SegmentationIEEE International Conference on Robotics and Automation (ICRA), 2022
Xi Mo
Xiangyu Chen
Cuncong Zhong
Rui Li
Kaidong Li
Usman Sajid
3DV
282
0
0
01 Feb 2022
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video
  Object Segmentation Easier
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation EasierAAAI Conference on Artificial Intelligence (AAAI), 2021
Youngjo Lee
Hongje Seong
Euntai Kim
VOS
312
42
0
23 Dec 2021
E-CRF: Embedded Conditional Random Field for Boundary-caused Class
  Weights Confusion in Semantic Segmentation
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation
Jie Zhu
Huabin Huang
Banghuai Li
Leye Wang
271
16
0
14 Dec 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via
  Semantic Prototype-based Contrastive Learning
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning
Binhui Xie
Kejia Yin
Shuang Li
293
12
0
24 Nov 2021
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in
  Videos
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Christian Schmidt
A. Athar
Sabarinath Mahadevan
Bastian Leibe
VOS
277
39
0
15 Nov 2021
Video Salient Object Detection via Contrastive Features and Attention
  Modules
Video Salient Object Detection via Contrastive Features and Attention ModulesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Yi-Wen Chen
Xiaojie Jin
Xiaohui Shen
Ming-Hsuan Yang
VOS
274
32
0
03 Nov 2021
Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot
  Video Object Segmentation
Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object SegmentationACM Multimedia (ACM MM), 2021
Xiaoqi Zhao
Youwei Pang
Jiaxing Yang
Lihe Zhang
Huchuan Lu
VOS
219
48
0
11 Aug 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
481
293
0
02 Jul 2021
Guided Interactive Video Object Segmentation Using Reliability-Based
  Attention Maps
Guided Interactive Video Object Segmentation Using Reliability-Based Attention MapsComputer Vision and Pattern Recognition (CVPR), 2021
Yuk Heo
Y. Koh
Chang-Su Kim
VOS
261
31
0
21 Apr 2021
Human Detection and Segmentation via Multi-view Consensus
Human Detection and Segmentation via Multi-view ConsensusIEEE International Conference on Computer Vision (ICCV), 2020
Isinsu Katircioglu
Helge Rhodin
Jorg Sporri
Mathieu Salzmann
Pascal Fua
335
3
0
09 Dec 2020
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