Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation

14 January 2025

Papers citing "Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation"

50 / 57 papers shown

Title
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation Xiangyu Zheng Wanyun Li Songcheng He Jianping Fan Xiaoqiang Li We Zhang VOS 91 0 0 08 Apr 2025
Efficient Long-Short Temporal Attention Network for Unsupervised Video Object Segmentation P. Li Yu Zhang L. Yuan Huaxin Xiao Binbin Lin Xianghua Xu VOS 77 18 0 21 Sep 2023
Guided Slot Attention for Unsupervised Video Object Segmentation Minhyeok Lee Suhwan Cho Dogyoon Lee Chaewon Park Jungho Lee Sangyoun Lee VOS 142 11 0 15 Mar 2023
Tsanet: Temporal and Scale Alignment for Unsupervised Video Object Segmentation Seunghoon Lee Suhwan Cho Dogyoon Lee Minhyeok Lee Sangyoun Lee VOS 94 3 0 08 Mar 2023
Dual Prototype Attention for Unsupervised Video Object Segmentation Suhwan Cho Minhyeok Lee Seunghoon Lee Dogyoon Lee Heeseung Choi Ig-Jae Kim Sangyoun Lee VOS 91 13 0 22 Nov 2022
Unsupervised Video Object Segmentation via Prototype Memory Network Minhyeok Lee Suhwan Cho Seung-Hyun Lee Chaewon Park Sangyoun Lee VOS 95 38 0 08 Sep 2022
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation Suhwan Cho Minhyeok Lee Seung-Hyun Lee Chaewon Park Donghyeon Kim Sangyoun Lee VOS 126 40 0 04 Sep 2022
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation Gensheng Pei Fumin Shen Yazhou Yao G. Xie Zhenmin Tang Jinhui Tang VOS 112 51 0 18 Jul 2022
Multimodal Token Fusion for Vision Transformers Yikai Wang Xinghao Chen Lele Cao Wen-bing Huang Gang Hua Yunhe Wang ViT 100 183 0 19 Apr 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 151 554 0 13 Mar 2022
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Jiaming Zhang Huayao Liu Kailun Yang Xinxin Hu Ruiping Liu Rainer Stiefelhagen ViT 93 333 0 09 Mar 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 202 5,261 0 10 Jan 2022
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier Youngjo Lee Hongje Seong Euntai Kim VOS 107 35 0 23 Dec 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 189 356 0 11 Nov 2021
FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation Fuqin Deng Hua Feng Mingjian Liang Hongmin Wang Yong Yang Yuan Gao Junfeng Chen Junjie Hu Xiyue Guo Tin Lun Lam 143 93 0 18 Oct 2021
Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object Segmentation Xiaoqi Zhao Youwei Pang Jiaxing Yang Lihe Zhang Huchuan Lu VOS 69 42 0 11 Aug 2021
Full-Duplex Strategy for Video Object Segmentation Ge-Peng Ji Deng-Ping Fan Keren Fu Zhe Wu Jianbing Shen Ling Shao VOS 155 134 0 06 Aug 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 135 241 0 02 Jul 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng Zhang Stephen Lin Han Hu ViT 125 1,498 0 24 Jun 2021
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation Ho Kei Cheng Yu-Wing Tai Chi-Keung Tang VOS 98 287 0 09 Jun 2021
Video Instance Segmentation using Inter-Frame Communication Transformers Sukjun Hwang Miran Heo Seoung Wug Oh Seon Joo Kim ViT 134 138 0 07 Jun 2021
Associating Objects with Transformers for Video Object Segmentation Zongxin Yang Yunchao Wei Yi Yang 128 296 0 04 Jun 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 137 1,272 0 22 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 517 21,773 0 25 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 583 3,754 0 24 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 420 2,075 0 09 Feb 2021
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation Daizong Liu Dongdong Yu Changhu Wang Pan Zhou VOS 134 48 0 04 Dec 2020
End-to-End Video Instance Segmentation with Transformers Yuqing Wang Zhaoliang Xu Xinlong Wang Chunhua Shen Baoshan Cheng Hao Shen Huaxia Xia ViT 100 692 0 30 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 750 41,796 0 22 Oct 2020
Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement Yongqing Liang Xin Li N. Jafari Qin Chen VOS 64 164 0 15 Oct 2020
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation Mingmin Zhen Shiwei Li Lei Zhou Jiaxiang Shang Haoan Feng Tian Fang Long Quan VOS 110 61 0 04 Aug 2020
Learning Joint Spatial-Temporal Transformations for Video Inpainting Yanhong Zeng Jianlong Fu Hongyang Chao ViT 112 294 0 20 Jul 2020
High-Performance Long-Term Tracking with Meta-Updater Kenan Dai Yunhua Zhang Dong Wang Jianhua Li Huchuan Lu Xiaoyun Yang 86 199 0 01 Apr 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 319 2,656 0 26 Mar 2020
Learning Video Object Segmentation from Unlabeled Videos Xiankai Lu Wenguan Wang Jianbing Shen Yu-Wing Tai David J. Crandall Guosheng Lin VOS 88 145 0 10 Mar 2020
Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation Yingjie Yin De Xu Xingang Wang Lei Zhang VOS 51 16 0 17 Feb 2020
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks Xiankai Lu Wenguan Wang Chao Ma Jianbing Shen Ling Shao Fatih Porikli VOS 109 465 0 19 Jan 2020
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks Wenguan Wang Xiankai Lu Jianbing Shen David J. Crandall Ling Shao VOS 91 274 0 19 Jan 2020
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels Pengxiang Yan Guanbin Li Yuan Xie Zhen Li Chuan Wang Tianshui Chen Liang Lin 68 108 0 12 Aug 2019
The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation Sergi Caelles Jordi Pont-Tuset Federico Perazzi Alberto Montes Kevis-Kokitsi Maninis Luc Van Gool VOS 103 147 0 02 May 2019
Salient Object Detection in the Deep Learning Era: An In-Depth Survey Wenguan Wang Qiuxia Lai Huazhu Fu Jianbing Shen Haibin Ling Ruigang Yang 100 616 0 19 Apr 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks Thomas G. Dietterich OOD VLM 200 3,462 0 28 Mar 2019
Optical Flow augmented Semantic Segmentation networks for Automated Driving Hazem Rashed S. Yogamani Ahmad El-Sallab P. Krízek Mohamed El-Helw 3DPC 97 31 0 11 Jan 2019
Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation Yuan-Ting Hu Jia-Bin Huang Alex Schwing VOS 62 98 0 04 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 131 462 0 03 Sep 2018
Enhanced-alignment Measure for Binary Foreground Map Evaluation Deng-Ping Fan Cheng Gong Yang Cao Bo Ren Ming-Ming Cheng Ali Borji 142 1,235 0 26 May 2018
Instance Embedding Transfer to Unsupervised Video Object Segmentation Siyang Li Bryan Seybold A. Vorobyov Alireza Fathi Qin Huang C.-C. Jay Kuo VOS 160 105 0 03 Jan 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 366 8,940 0 21 Nov 2017
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 192 1,811 0 10 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 433 26,718 0 05 Sep 2017