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Boosting Video Object Segmentation via Robust and Efficient Memory Network Journal article
Chen, Yadang, Zhang, Dingwei, Zheng, Yuhui, Yang, Zhi Xin, Wu, Enhua, Zhao, Haixing. Boosting Video Object Segmentation via Robust and Efficient Memory Network[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(5), 3340-3352.
Authors:  Chen, Yadang;  Zhang, Dingwei;  Zheng, Yuhui;  Yang, Zhi Xin;  Wu, Enhua; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:8.3/7.1 | Submit date：2024/02/22
Object Segmentation  Robustness  Redundancy  Semi-supervised Learning  
Learning self-target knowledge for few-shot segmentation Journal article
Chen, Yadang, Chen, Sihan, Yang, Zhi Xin, Wu, Enhua. Learning self-target knowledge for few-shot segmentation[J]. Pattern Recognition, 2024, 149, 110266.
Authors:  Chen, Yadang;  Chen, Sihan;  Yang, Zhi Xin;  Wu, Enhua
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.5/7.6 | Submit date：2024/05/16
Attention Mechanism  Few-shot Segmentation  Step-by-step Mining  Two-level Similarity Matching  
Dual Branch Multi-Level Semantic Learning for Few-Shot Segmentation Journal article
Chen, Yadang, Jiang, Ren, Zheng, Yuhui, Sheng, Bin, Yang, Zhi Xin, Wu, Enhua. Dual Branch Multi-Level Semantic Learning for Few-Shot Segmentation[J]. IEEE Transactions on Image Processing, 2024, 33, 1432-1447.
Authors:  Chen, Yadang;  Jiang, Ren;  Zheng, Yuhui;  Sheng, Bin;  Yang, Zhi Xin; et al.
Favorite | TC[WOS]:6 TC[Scopus]:8  IF:10.8/12.1 | Submit date：2024/05/16
Contrastive Learning  Few-shot Learning  Metric Learning  Semantic Segmentation  
A Transformer-based Adaptive Prototype Matching Network for Few-Shot Semantic Segmentation Conference paper
Chen, Sihan, Chen, Yadang, Zheng, Yuhui, Yang, Zhi Xin, Wu, Enhua. A Transformer-based Adaptive Prototype Matching Network for Few-Shot Semantic Segmentation[C]:International Joint Conferences on Artificial Intelligence, 2024, 659-667.
Authors:  Chen, Sihan;  Chen, Yadang;  Zheng, Yuhui;  Yang, Zhi Xin;  Wu, Enhua
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Computer Vision  Segmentation  Representation Learning  Scene Analysis And understAnding  Transfer, Low-shot, Semi- And Un- Supervised Learning  
Space-time Reinforcement Network for Video Object Segmentation Conference paper
Chen, Yadang, Zhu, Wentao, Yang, Zhi Xin, Wu, Enhua. Space-time Reinforcement Network for Video Object Segmentation[C]:IEEE Computer Society, 2024, 203042.
Authors:  Chen, Yadang;  Zhu, Wentao;  Yang, Zhi Xin;  Wu, Enhua
Favorite | TC[Scopus]:0 | Submit date：2024/11/05
Auxiliary Frame  Memory-based Methods  Prototype Learning  Video Object Segmentation  
Spatial constraint for efficient semi-supervised video object segmentation Journal article
Chen, Yadang, Ji, Chuanjun, Yang, Zhi Xin, Wu, Enhua. Spatial constraint for efficient semi-supervised video object segmentation[J]. Computer Vision and Image Understanding, 2023, 237, 103843.
Authors:  Chen, Yadang;  Ji, Chuanjun;  Yang, Zhi Xin;  Wu, Enhua
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.3/4.9 | Submit date：2024/01/02
Memory-based Methods  Redundant Information  Semantically Similar Objects  Video Object Segmentation  
Robust and Efficient Memory Network for Video Object Segmentation Conference paper
Chen, Yadang, Zhang, Dingwei, Yang, Zhi Xin, Wu, Enhua. Robust and Efficient Memory Network for Video Object Segmentation[C]:IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141, 2023, 1769-1774.
Authors:  Chen, Yadang;  Zhang, Dingwei;  Yang, Zhi Xin;  Wu, Enhua
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/02/22
Background Distraction  Space-time Memory Network  Temporal Redundancy  Video Object Segmentation  
Global video object segmentation with spatial constraint module Journal article
Yadang Chen, Duolin Wang, Zhiguo Chen, Zhi-Xin Yang, Enhua Wu. Global video object segmentation with spatial constraint module[J]. Computational Visual Media, 2023, 9(2), 385-400.
Authors:  Yadang Chen;  Duolin Wang;  Zhiguo Chen;  Zhi-Xin Yang;  Enhua Wu
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:17.3/0 | Submit date：2023/02/28
Global Context (Gc) Module  Semantic Segmentation  Spatial Constraint  Video Object Segmentation  
Meta-transfer-adjustment learning for few-shot learning Journal article
Chen, Yadang, Yan, Hui, Yang, Zhi Xin, Wu, Enhua. Meta-transfer-adjustment learning for few-shot learning[J]. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2022, 89, 103678.
Authors:  Chen, Yadang;  Yan, Hui;  Yang, Zhi Xin;  Wu, Enhua
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.6/2.4 | Submit date：2022/12/01
Deep Neural Networks  Feature Adjustment  Few-shot Learning  Task Adjustment  
Spatio-temporal compression for semi-supervised video object segmentation Journal article
Ji, Chuanjun, Chen, Yadang, Yang, Zhi Xin, Wu, Enhua. Spatio-temporal compression for semi-supervised video object segmentation[J]. Visual Computer, 2022, 39(10), 4929-4942.
Authors:  Ji, Chuanjun;  Chen, Yadang;  Yang, Zhi Xin;  Wu, Enhua
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/3.0 | Submit date：2023/01/30
External Memory  Memory Reading  Spatial–temporal Redundancy  Video Object Segmentation