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CART-Gait: Cross Angle Refined Training of Cross-View Gait Recognition Conference paper
Liu, Yuxin, Chen, Jinyan, Gao, Zheyan, Li, Shitian. CART-Gait: Cross Angle Refined Training of Cross-View Gait Recognition[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Liu, Yuxin;  Chen, Jinyan;  Gao, Zheyan;  Li, Shitian
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Gait Recognition  Graph Convolutional Neural Network  Metric Learning  
MORE’24 Multimedia Object Re-ID: Advancements, Challenges, and Opportunities Conference paper
Zheng, Zhedong, Wang, Yaxiong, Qian, Xuelin, Zhong, Zhun, Wang, Zheng, Zheng, Liang. MORE’24 Multimedia Object Re-ID: Advancements, Challenges, and Opportunities[C]:ASSOC COMPUTING MACHINERY1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, 2024, 1336-1338.
Authors:  Zheng, Zhedong;  Wang, Yaxiong;  Qian, Xuelin;  Zhong, Zhun;  Wang, Zheng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/05
Deep Metric Learning  Multi-view Generation  Multimedia Retrieval  Object Re-identification  Representation Learning  
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  
Consistent penalizing field loss for zero-shot image retrieval Journal article
Liu, Cong, She, Wenhao, Chen, Minjie, Li, Xiaofang, Yang, Simon X.. Consistent penalizing field loss for zero-shot image retrieval[J]. Expert Systems with Applications, 2024, 236, 121287.
Authors:  Liu, Cong;  She, Wenhao;  Chen, Minjie;  Li, Xiaofang;  Yang, Simon X.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2024/02/22
Computer Vision  Deep Learning  Deep Metric Learning  Image Retrieval  Zero-shot  
HVP-Net: A Hybrid Voxel- and Point-Wise Network for Place Recognition Journal article
Lineng Chen, Hui Kong, Huan Wang, Wankou Yang, Jing Lou, Fenglei Xu, Mingwu Ren. HVP-Net: A Hybrid Voxel- and Point-Wise Network for Place Recognition[J]. IEEE Transactions on Intelligent Vehicles, 2024, 9(1), 395-406.
Authors:  Lineng Chen;  Hui Kong;  Huan Wang;  Wankou Yang;  Jing Lou; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:14.0/11.2 | Submit date：2023/08/22
Place Recognition  Location  Global Descriptor  Metric Learning  
An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation Journal article
Du,Jie, Zhang,Xiaoci, Liu,Peng, Vong,Chi Man, Wang,Tianfu. An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 1-15.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:2 TC[Scopus]:7  IF:10.2/10.4 | Submit date：2023/08/03
Class-imbalance Learning (Cil)  Correlation  Deep Metric Learning (Dml)  Diverse And Discriminant Feature  Face Recognition  Feature Extraction  Learning Systems  Loss Function With Adaptive Weights  Semantic Correlations Between Classes  Semantics  Task Analysis  Ultrasonic Imaging  
FeatEMD: Better Patch Sampling and Distance Metric for Few-Shot Image Classification Conference paper
Deng, Shisheng, Liao, Dongping, Gao, Xitong, Zhao, Juanjuan, Ye, Kejiang. FeatEMD: Better Patch Sampling and Distance Metric for Few-Shot Image Classification[C]:SPRINGER-VERLAG BERLINHEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2023, 183-194.
Authors:  Deng, Shisheng;  Liao, Dongping;  Gao, Xitong;  Zhao, Juanjuan;  Ye, Kejiang
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/02/22
Few-shot Image Classification  Metric Learning  Saliency-based Cropping  
Bi-deformation-UNet: recombination of differential channels for printed surface defect detection Journal article
Chen, Ziyang, Huang, Guoheng, Wang, Ying, Qiu, Junhao, Yang, Fan, Yu, Zhiwen, Pun, Chi Man, Ling, Wing Kuen. Bi-deformation-UNet: recombination of differential channels for printed surface defect detection[J]. VISUAL COMPUTER, 2022, 39, 3995 - 4013.
Authors:  Chen, Ziyang;  Huang, Guoheng;  Wang, Ying;  Qiu, Junhao;  Yang, Fan; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:3.0/3.0 | Submit date：2022/08/05
Subtle Defects  Object Detection  Edge Detection  Metric Learning  Class-imbalance  
Deep Learning for Person Re-Identification: A Survey and Outlook Journal article
Ye, Mang, Shen, Jianbing, Lin, Gaojie, Xiang, Tao, Shao, Ling, Hoi, Steven C.H.. Deep Learning for Person Re-Identification: A Survey and Outlook[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44(6), 2872-2893.
Authors:  Ye, Mang;  Shen, Jianbing;  Lin, Gaojie;  Xiang, Tao;  Shao, Ling; et al.
Favorite | TC[WOS]:1011 TC[Scopus]:1057  IF:20.8/22.2 | Submit date：2022/05/31
Deep Learning  Evaluation Metric  Literature Survey  Pedestrian Retrieval  Person Re-identification  
Kinship Verification Based on Cross-Generation Feature Interaction Learning Presentation
会议地点: 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 报告日期: 2022-05-01
Authors:  G.-N. Dong;  C.-M. Pun;  Z. Zhang
Favorite | TC[WOS]:6 TC[Scopus]:7 | Submit date：2022/08/26
Kinship Verification  Face Verification  Metric Learning