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Multi-scale contextual semantic enhancement network for 3D medical image segmentation Journal article
Physics in Medicine and Biology, 2022,Volume: 67,Issue: 22
Authors:  Xia, Tingjian;  Huang, Guoheng;  Pun, Chi Man;  Zhang, Weiwen;  Li, Jiajian;  Ling, Wing Kuen;  Lin, Chao;  Yang, Qi
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/12/01
3d Medical Image Segmentation  Class Imbalance  Feature Enhancement  Liver Tumor  Multi-scale Context  Nasopharyngeal Carcinoma  
Bi-deformation-UNet: recombination of differential channels for printed surface defect detection Journal article
Visual Computer, 2022
Authors:  Chen, Ziyang;  Huang, Guoheng;  Wang, Ying;  Qiu, Junhao;  Yang, Fan;  Yu, Zhiwen;  Pun, Chi Man;  Ling, Wing Kuen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/05
Class-imbalance  Edge Detection  Metric Learning  Object Detection  Subtle Defects  
Shift-channel attention and weighted-region loss function for liver and dense tumor segmentation Journal article
Medical Physics, 2022
Authors:  Li, Jiajian;  Huang, Guoheng;  He, Junlin;  Chen, Ziyang;  Pun, Chi Man;  Yu, Zhiwen;  Ling, Wing Kuen;  Liu, Lizhi;  Zhou, Jian;  Huang, Jinhua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/05
Class Imbalance Learning  Multiscale Contextual Information  Shift-channel Attention  Weighted-region Loss Function  
Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation Journal article
International Journal of Machine Learning and Cybernetics, 2022,Volume: 13,Issue: 9,Page: 2745-2761
Authors:  Lu, Zeng;  Zhang, Ganghan;  Huang, Guoheng;  Yu, Zhiwen;  Pun, Chi Man;  Zhang, Weiwen;  Chen, Junan;  Ling, Wing Kuen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/17
Feature Reconstruction  Key-frame Extraction  Relation Between Frames  Temporal Modeling  Video-based Person Re-identification  
MIVCN: Multimodal interaction video captioning network based on semantic association graph Journal article
Applied Intelligence, 2022,Volume: 52,Issue: 5,Page: 5241-5260
Authors:  Wang, Ying;  Huang, Guoheng;  Yuming, Lin;  Yuan, Haoliang;  Pun, Chi Man;  Ling, Wing Kuen;  Cheng, Lianglun
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/03/28
Attention Mechanism  Gated Recurrent Unit  Graph Convolutional Network  Long-short Term Memory  Multimodal Fusion  Video Captioning  
Fine-grained visual classification with multi-scale features based on self-supervised attention filtering mechanism Journal article
Applied Intelligence, 2022,Volume: 52,Issue: 13,Page: 15673-15689
Authors:  Chen, Haiyuan;  Cheng, Lianglun;  Huang, Guoheng;  Zhang, Ganghan;  Lan, Jiaying;  Yu, Zhiwen;  Pun, Chi Man;  Ling, Wing Kuen
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date：2022/05/17
Attention Mechanism  Feature Filtering  Fine-grained Visual Classification  Self-supervised Learning  
Video action recognition with Key-detail Motion Capturing based on motion spectrum analysis and multiscale feature fusion Journal article
Visual Computer, 2022
Authors:  Zhang, Ganghan;  Huang, Guoheng;  Chen, Haiyuan;  Pun, Chi Man;  Yu, Zhiwen;  Ling, Wing Kuen
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date：2022/05/17
Action Recognition  Key Frame Extraction  Multiscale Feature Fusion  Spatiotemporal Feature Pyramid  
Rapid facial expression recognition under part occlusion based on symmetric SURF and heterogeneous soft partition network Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 41-42,Page: 30861-30881
Authors:  Hu,Ke;  Huang,Guoheng;  Yang,Ying;  Pun,Chi Man;  Ling,Wing Kuen;  Cheng,Lianglun
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date：2021/03/11
Face Inpainting  Facial Expression Recognition  Gradient Calculation  Heterogeneous Soft Partition  Symmetric Surf  
Weakly supervised fine-grained image classification via salient region localization and different layer feature fusion Journal article
Applied Sciences (Switzerland), 2020,Volume: 10,Issue: 13
Authors:  Chen,Fangxiong;  Huang,Guoheng;  Lan,Jiaying;  Wu,Yanhui;  Pun,Chi Man;  Ling,Wing Kuen;  Cheng,Lianglun
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date：2021/03/11
Attention Model  Different Layer Feature Fusion  Fine-grained Image Classification  
Eso-Net: A Novel 2.5D Segmentation Network with the Multi-Structure Response Filter for the Cancerous Esophagus Journal article
IEEE Access, 2020,Volume: 8,Page: 155548-155562
Authors:  Zhou,Donghao;  Huang,Guoheng;  Li,Jiajian;  Zhu,Siyu;  Wang,Zhuowei;  Ling,Bingo Wing Kuen;  Pun,Chi Man;  Cheng,Lianglun;  Cai,Xiuyu;  Zhou,Jian
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date：2021/03/11
Attention Mechanism  Deep Learning  Enhancement Filter  Esophageal Cancer  Medical Image Segmentation