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Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis Journal article
Guo, Xiaojiao, Chen, Xuhang, Wang, Shuqiang, Pun, Chi Man. Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 14(8), 1-17.
Authors:  Guo, Xiaojiao;  Chen, Xuhang;  Wang, Shuqiang;  Pun, Chi Man
Favorite | TC[Scopus]:0  IF:8.3/7.1 | Submit date：2025/01/22
Efficient Transformer  Image Enhancement  Multi-scales Hybridization  Prior Guided Attention  Underwater Image Restoration  
TCIA: A Transformer-CNN Model with Illumination Adaptation for Enhancing Cell Image Saliency and Contrast Journal article
Yang, Jietao, Huang, Guoheng, Luo, Yanzhang, Zhang, Xiaofeng, Yuan, Xiaochen, Chen, Xuhang, Pun, Chi Man, Cai, Mu Yan. TCIA: A Transformer-CNN Model with Illumination Adaptation for Enhancing Cell Image Saliency and Contrast[J]. IEEE Transactions on Instrumentation and Measurement, 2025.
Authors:  Yang, Jietao;  Huang, Guoheng;  Luo, Yanzhang;  Zhang, Xiaofeng;  Yuan, Xiaochen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/5.6 | Submit date：2025/01/22
Cell Detection  Cell Image Enhancement  Illumination-adaptive  Transformer-cnn  
MedPrompt: Cross-modal Prompting for Multi-task Medical Image Translation Conference paper
Chen, Xuhang, Luo, Shenghong, Pun, Chi Man, Wang, Shuqiang. MedPrompt: Cross-modal Prompting for Multi-task Medical Image Translation[C]:Springer Science and Business Media Deutschland GmbH, 2025, 61-75.
Authors:  Chen, Xuhang;  Luo, Shenghong;  Pun, Chi Man;  Wang, Shuqiang
Favorite | TC[Scopus]:0 | Submit date：2025/01/22
Medical Image Translation  Vision Transformer  Visual Prompting  
Dual-Hybrid Attention Network for Specular Highlight Removal Conference paper
Guo, Xiaojiao, Chen, Xuhang, Luo, Shenghong, Wang, Shuqiang, Pun, Chi Man. Dual-Hybrid Attention Network for Specular Highlight Removal[C], New York, NY, USA:Association for Computing Machinery, Inc, 2024, 10173-10181.
Authors:  Guo, Xiaojiao;  Chen, Xuhang;  Luo, Shenghong;  Wang, Shuqiang;  Pun, Chi Man
Favorite | TC[Scopus]:2 | Submit date：2024/12/05
Dual-hybrid Attention  Spatial And Spectral  Specular Highlight Removal  
MFDNet: Multi-Frequency Deflare Network for efficient nighttime flare removal Journal article
Jiang, Yiguo, Chen, Xuhang, Pun, Chi Man, Wang, Shuqiang, Feng, Wei. MFDNet: Multi-Frequency Deflare Network for efficient nighttime flare removal[J]. Visual Computer, 2024, 40(11), 7575-7588.
Authors:  Jiang, Yiguo;  Chen, Xuhang;  Pun, Chi Man;  Wang, Shuqiang;  Feng, Wei
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:3.0/3.0 | Submit date：2024/08/05
Flare Removal  Multi-frequency  Cnn  Transformer  Efficient  
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]:3  IF:4.0/7.4 | Submit date：2024/10/10
Cross-domain Visual Prompting  Dynamic Learnable Temperature  Histological Image Classification  Knowledge Distillation  Spatial Proximity  
Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression Journal article
Liu, Xinyi, Huang, Guoheng, Yuan, Xiaochen, Zheng, Zewen, Zhong, Guo, Chen, Xuhang, Pun, Chi Man. Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression[J]. Visual Computer, 2024.
Authors:  Liu, Xinyi;  Huang, Guoheng;  Yuan, Xiaochen;  Zheng, Zewen;  Zhong, Guo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:3  IF:3.0/3.0 | Submit date：2024/08/05
Attention Mechanism  Class Activation Mapping  Uncertainty Estimation  Weakly Supervised Semantic Segmentation  
U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis Journal article
Zuo, Qiankun, Li, Ruiheng, Shi, Binghua, Hong, Jin, Zhu, Yanfei, Chen, Xuhang, Wu, Yixian, Guo, Jia. U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis[J]. Frontiers in Computational Neuroscience, 2024, 18, 1387004.
Authors:  Zuo, Qiankun;  Li, Ruiheng;  Shi, Binghua;  Hong, Jin;  Zhu, Yanfei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.1/2.9 | Submit date：2024/05/16
Brain Neurological Disease  Central Connectivity Perception  Hierarchical Topological Transformer  Multi-head Attention  Multi-level Temporal-correlated Attention  Time-series Restoration  
Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer with Adaptive Channel Expansion Conference paper
Luo, Shenghong, Chen, Xuhang, Chen, Weiwen, Li, Zinuo, Wang, Shuqiang, Pun, Chi Man. Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer with Adaptive Channel Expansion[C]:Association for the Advancement of Artificial Intelligence, 2024, 4000-4008.
Authors:  Luo, Shenghong;  Chen, Xuhang;  Chen, Weiwen;  Li, Zinuo;  Wang, Shuqiang; et al.
Favorite | TC[WOS]:8 TC[Scopus]:13 | Submit date：2024/05/16
Cv: Computational Photography, Image & Video Synthesis  Cv: Low Level & Physics-based Vision  
Brain Diffuser: An End-to-End Brain Image to Brain Network Pipeline Conference paper
Chen, Xuhang, Lei, Baiying, Pun, Chi Man, Wang, Shuqiang. Brain Diffuser: An End-to-End Brain Image to Brain Network Pipeline[C]:SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2024, 16-26.
Authors:  Chen, Xuhang;  Lei, Baiying;  Pun, Chi Man;  Wang, Shuqiang
Favorite | TC[WOS]:1 TC[Scopus]:10 | Submit date：2024/05/16
Brain Network Generation  Dti To Brain Network  Latent Diffusion Model