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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  
PFENet++: Boosting Few-Shot Semantic Segmentation with the Noise-Filtered Context-Aware Prior Mask Journal article
Luo, Xiaoliu, Tian, Zhuotao, Zhang, Taiping, Yu, Bei, Tang, Yuan Yan, Jia, Jiaya. PFENet++: Boosting Few-Shot Semantic Segmentation with the Noise-Filtered Context-Aware Prior Mask[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46(2), 1273 - 1289.
Authors:  Luo, Xiaoliu;  Tian, Zhuotao;  Zhang, Taiping;  Yu, Bei;  Tang, Yuan Yan; et al.
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:20.8/22.2 | Submit date：2024/03/12
Few-shot Learning  Few-shot Segmentation  Scene Understanding  Semantic Segmentation  
Psanet: prototype-guided salient attention for few-shot segmentation Journal article
Li, Hao, Huang, Guoheng, Yuan, Xiaochen, Zheng, Zewen, Chen, Xuhang, Zhong, Guo, Pun, Chi Man. Psanet: prototype-guided salient attention for few-shot segmentation[J]. Visual Computer, 2024.
Authors:  Li, Hao;  Huang, Guoheng;  Yuan, Xiaochen;  Zheng, Zewen;  Chen, Xuhang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:3.0/3.0 | Submit date：2024/09/03
Attention Mechanism  Contrastive Learning  Few-shot Segmentation  Semantic Segmentation  
Quaternion-Valued Correlation Learning for Few-Shot Semantic Segmentation Journal article
Zheng, Zewen, Huang, Guoheng, Yuan, Xiaochen, Pun, Chi Man, Liu, Hongrui, Ling, Wing Kuen. Quaternion-Valued Correlation Learning for Few-Shot Semantic Segmentation[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 33(5), 2102-2115.
Authors:  Zheng, Zewen;  Huang, Guoheng;  Yuan, Xiaochen;  Pun, Chi Man;  Liu, Hongrui; et al.
Favorite | TC[WOS]:16 TC[Scopus]:21  IF:8.3/7.1 | Submit date：2023/06/05
Correlation Learning  Few-shot Learning  Quaternion-valued Convolution  Semantic Segmentation  
Segmenting Objects from Relational Visual Data Journal article
Xiankai Lu, Wenguan Wang, Jianbing Shen, David J. Crandall, Luc Van Gool. Segmenting Objects from Relational Visual Data[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 44(11), 7885-7897.
Authors:  Xiankai Lu;  Wenguan Wang;  Jianbing Shen;  David J. Crandall;  Luc Van Gool
Favorite | TC[WOS]:107 TC[Scopus]:101  IF:20.8/22.2 | Submit date：2022/12/01
Automatic Video Segmentation  Few-shot Semantic Segmentation  Graph Neural Network  Image Co-segmentation  
Joint model- and immunohistochemistry-driven few-shot learning scheme for breast cancer segmentation on 4D DCE-MRI Journal article
Youqing Wu, Yihang Wang, Heng Sun, Chunjuan Jiang, Bo Li, Lihua Li, Xiang Pan. Joint model- and immunohistochemistry-driven few-shot learning scheme for breast cancer segmentation on 4D DCE-MRI[J]. Applied Intelligence, 2022, 53(11), 14602-14614.
Authors:  Youqing Wu;  Yihang Wang;  Heng Sun;  Chunjuan Jiang;  Bo Li; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.9 | Submit date：2023/01/30
Breast Cancer Segmentation  Few-shot Learning  Immunohistochemistry  Model-driven  Molecular Subtypes  
Fast target-aware learning for few-shot video object segmentation Journal article
Yadang Chen, Chuanyan HAO, Zhi-Xin Yang, Enhua WU. Fast target-aware learning for few-shot video object segmentation[J]. Science China Information Sciences, 2022, 65(8), 182104.
Authors:  Yadang Chen;  Chuanyan HAO;  Zhi-Xin Yang;  Enhua WU
Favorite | TC[WOS]:13 TC[Scopus]:18  IF:7.3/5.8 | Submit date：2022/08/31
Video Object Segmentation  Few-shot  Target-aware  Meta Knowledge  Bilevel-optimization