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Cross-domain visual prompting with spatial proximity knowledge distillation for histological image classification Journal article
Li, Xiaohong, Huang, Guoheng, Cheng, Lianglun, Zhong, Guo, Liu, Weihuang, Chen, Xuhang, Cai, Muyan. Cross-domain visual prompting with spatial proximity knowledge distillation for histological image classification[J]. Journal of Biomedical Informatics, 2024, 158, 104728.
Authors:  Li, Xiaohong;  Huang, Guoheng;  Cheng, Lianglun;  Zhong, Guo;  Liu, Weihuang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.0/7.4 | Submit date：2024/10/10
Cross-domain Visual Prompting  Dynamic Learnable Temperature  Histological Image Classification  Knowledge Distillation  Spatial Proximity  
Learning from Incorrectness: Active Learning with Negative Pre-Training and Curriculum Querying for Histological Tissue Classification Journal article
Hu, Wentao, Cheng, Lianglun, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Pun, Chi Man, Zhou, Jian, Cai, Muyan. Learning from Incorrectness: Active Learning with Negative Pre-Training and Curriculum Querying for Histological Tissue Classification[J]. IEEE Transactions on Medical Imaging, 2024, 43(2), 625-637.
Authors:  Hu, Wentao;  Cheng, Lianglun;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:8.9/11.3 | Submit date：2024/02/22
Active Learning  Negative Learning  Curriculum Learning  Histological Tissue Classification  
Single Cross-domain Semantic Guidance Network for Multimodal Unsupervised Image Translation Conference paper
Lan,Jiaying, Cheng,Lianglun, Huang,Guoheng, Pun,Chi Man, Yuan,Xiaochen, Lai,Shangyu, Liu,Hong Rui, Ling,Wing Kuen. Single Cross-domain Semantic Guidance Network for Multimodal Unsupervised Image Translation[C], 2023, 165-177.
Authors:  Lan,Jiaying;  Cheng,Lianglun;  Huang,Guoheng;  Pun,Chi Man;  Yuan,Xiaochen; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2023/08/03
Multimodal Image Translation  Semantic Guidance  Unsupervised Learning  
Fine-grained visual classification with multi-scale features based on self-supervised attention filtering mechanism Journal article
Chen, Haiyuan, Cheng, Lianglun, Huang, Guoheng, Zhang, Ganghan, Lan, Jiaying, Yu, Zhiwen, Pun, Chi Man, Ling, Wing Kuen. Fine-grained visual classification with multi-scale features based on self-supervised attention filtering mechanism[J]. Applied Intelligence, 2022, 52(13), 15673-15689.
Authors:  Chen, Haiyuan;  Cheng, Lianglun;  Huang, Guoheng;  Zhang, Ganghan;  Lan, Jiaying; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.4/3.9 | Submit date：2022/05/17
Attention Mechanism  Feature Filtering  Fine-grained Visual Classification  Self-supervised Learning  
MIVCN: Multimodal interaction video captioning network based on semantic association graph Journal article
Wang, Ying, Huang, Guoheng, Yuming, Lin, Yuan, Haoliang, Pun, Chi Man, Ling, Wing Kuen, Cheng, Lianglun. MIVCN: Multimodal interaction video captioning network based on semantic association graph[J]. APPLIED INTELLIGENCE, 2021, 52(5), 5241-5260.
Authors:  Wang, Ying;  Huang, Guoheng;  Yuming, Lin;  Yuan, Haoliang;  Pun, Chi Man; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.4/3.9 | Submit date：2022/03/28
Attention Mechanism  Gated Recurrent Unit  Graph Convolutional Network  Long-short Term Memory  Multimodal Fusion  Video Captioning  
Rapid facial expression recognition under part occlusion based on symmetric SURF and heterogeneous soft partition network Journal article
Hu,Ke, Huang,Guoheng, Yang,Ying, Pun,Chi Man, Ling,Wing Kuen, Cheng,Lianglun. Rapid facial expression recognition under part occlusion based on symmetric SURF and heterogeneous soft partition network[J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79(41-42), 30861-30881.
Authors:  Hu,Ke;  Huang,Guoheng;  Yang,Ying;  Pun,Chi Man;  Ling,Wing Kuen; et al.
Favorite | TC[WOS]:5 TC[Scopus]:7  IF:3.0/2.9 | Submit date：2021/03/11
Face Inpainting  Facial Expression Recognition  Gradient Calculation  Heterogeneous Soft Partition  Symmetric Surf  
Person re-identification based on multi-level feature complementarity of cross-attention with part metric learning Journal article
Lu,Zeng, Huang,Guoheng, Pun,Chi Man, Cheng,Lianglun. Person re-identification based on multi-level feature complementarity of cross-attention with part metric learning[J]. Multimedia Tools and Applications, 2020, 79(29-30), 21409-21439.
Authors:  Lu,Zeng;  Huang,Guoheng;  Pun,Chi Man;  Cheng,Lianglun
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/2.9 | Submit date：2021/03/11
Cross Attention  Joint Training  Multi-level Complementation  Part Triple Loss Function  Person Re-id  
Weakly supervised fine-grained image classification via salient region localization and different layer feature fusion Journal article
Chen,Fangxiong, Huang,Guoheng, Lan,Jiaying, Wu,Yanhui, Pun,Chi Man, Ling,Wing Kuen, Cheng,Lianglun. Weakly supervised fine-grained image classification via salient region localization and different layer feature fusion[J]. Applied Sciences (Switzerland), 2020, 10(13), 4652.
Authors:  Chen,Fangxiong;  Huang,Guoheng;  Lan,Jiaying;  Wu,Yanhui;  Pun,Chi Man; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:2.5/2.7 | Submit date：2021/03/11
Attention Model  Different Layer Feature Fusion  Fine-grained Image Classification  
Flexible Gait Recognition Based on Flow Regulation of Local Features between Key Frames Journal article
Huang,Guoheng, Lu,Zeng, Pun,Chi Man, Cheng,Lianglun. Flexible Gait Recognition Based on Flow Regulation of Local Features between Key Frames[J]. IEEE Access, 2020, 8, 75381-75392.
Authors:  Huang,Guoheng;  Lu,Zeng;  Pun,Chi Man;  Cheng,Lianglun
Favorite | TC[WOS]:15 TC[Scopus]:16  IF:3.4/3.7 | Submit date：2021/03/11
Attention Mechanism  Gait Recognition  Key Frame Extraction  Local Features Flow Regulation  
Multi-Person Pose Estimation under Complex Environment Based on Progressive Rotation Correction and Multi-Scale Feature Fusion Journal article
Huang,Guoheng, Chen,Xiaoping, Chen,Junan, Lin,Weida, Ling,Wing Kuen, Pun,Chi Man, Cheng,Lianglun, Wang,Zhuowei. Multi-Person Pose Estimation under Complex Environment Based on Progressive Rotation Correction and Multi-Scale Feature Fusion[J]. IEEE Access, 2020, 8, 132514-132526.
Authors:  Huang,Guoheng;  Chen,Xiaoping;  Chen,Junan;  Lin,Weida;  Ling,Wing Kuen; et al.
Favorite | TC[WOS]:5 TC[Scopus]:7  IF:3.4/3.7 | Submit date：2021/03/11
Dilated Convolution  Multi-scale Feature Fusion  Pose Estimation  Rotation Invariance