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Efficient physical image attacks using adversarial fast autoaugmentation methods Journal article
Du, Xia, Pun, Chi Man, Zhou, Jizhe. Efficient physical image attacks using adversarial fast autoaugmentation methods[J]. Knowledge-Based Systems, 2024, 304, 112576.
Authors:  Du, Xia;  Pun, Chi Man;  Zhou, Jizhe
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/11/05
Adversarial Robust Attacks  Autoaugmentation  Computer Vision  Ensemble Method  
DH-GAN: Image manipulation localization via a dual homology-aware generative adversarial network Journal article
Liu, Weihuang, Cun, Xiaodong, Pun, Chi Man. DH-GAN: Image manipulation localization via a dual homology-aware generative adversarial network[J]. Pattern Recognition, 2024, 155, 110658.
Authors:  Liu, Weihuang;  Cun, Xiaodong;  Pun, Chi Man
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2024/07/04
Adversarial Learning  Image Manipulation Localization  Masked Convolution  Selective Atrous Pyramid  
ShaDocFormer: A Shadow-Attentive Threshold Detector with Cascaded Fusion Refiner for Document Shadow Removal Conference paper
Chen, Weiwen, Lei, Yingtie, Luo, Shenghong, Zhou, Ziyang, Li, Mingxian, Pun, Chi Man. ShaDocFormer: A Shadow-Attentive Threshold Detector with Cascaded Fusion Refiner for Document Shadow Removal[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Chen, Weiwen;  Lei, Yingtie;  Luo, Shenghong;  Zhou, Ziyang;  Li, Mingxian; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Shadow Removal  Text Document Images  Vision Transformer  
UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer Conference paper
Weiwen Chen, Yingtie Lei, Shenghong Luo, Ziyang Zhou, Mingxian Li, Chi-Man Pun. UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Weiwen Chen;  Yingtie Lei;  Shenghong Luo;  Ziyang Zhou;  Mingxian Li; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/08/26
Semi-supervised Learning  Underwater Image Enhancement  Vision Transformer  
A Parkinson's Auxiliary Diagnosis Algorithm Based on a Hyperparameter Optimization Method of Deep Learning Journal article
Wang,Xingbo, Li,Shujuan, Pun,Chi Man, Guo,Yijing, Xu,Feng, Gao,Hao, Lu,Huimin. A Parkinson's Auxiliary Diagnosis Algorithm Based on a Hyperparameter Optimization Method of Deep Learning[J]. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 21(4), 912-923.
Authors:  Wang,Xingbo;  Li,Shujuan;  Pun,Chi Man;  Guo,Yijing;  Xu,Feng; et al.
Favorite | TC[WOS]:2 TC[Scopus]:7  IF:3.6/3.2 | Submit date：2023/08/03
Artificial Bee Colony Algorithm  Deep Learning  Hyperparameter Optimization  Parkinson's Auxiliary Speech Diagnosis  
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]:0  IF:3.0/3.0 | Submit date：2024/08/05
Attention Mechanism  Class Activation Mapping  Uncertainty Estimation  Weakly Supervised Semantic Segmentation  
Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法 Journal article
Cheng, Shi, Ying, Liu, Minghua, Zhao, Qiguang, Miao, Chi-Man, Pun. Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法[J]. Journal of Image and Graphics, 2024, 29(7), 1861-1874.
Authors:  Cheng, Shi;  Ying, Liu;  Minghua, Zhao;  Qiguang, Miao;  Chi-Man, Pun
Favorite | TC[Scopus]:0 | Submit date：2024/09/03
Adversarial Attack  Adversarial Defense  Deep Neural Network  Hyperspectral Image Classification  Semi-supervised Learning  
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.
Authors:  Jiang, Yiguo;  Chen, Xuhang;  Pun, Chi Man;  Wang, Shuqiang;  Feng, Wei
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:3.0/3.0 | Submit date：2024/08/05
Cnn  Efficient  Flare Removal  Multi-frequency  Transformer  
ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal Conference paper
W. Chen, Y. Lei, S. Luo, Z. Zhou, M. Li, PUN CHI MAN. ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal[C], 2024.
Authors:  W. Chen, Y. Lei, S. Luo, Z. Zhou, M. Li;  PUN CHI MAN
Favorite |  | Submit date：2024/08/26
Black-box reversible adversarial examples with invertible neural network Journal article
Huang, Jielun, Huang, Guoheng, Zhang, Xuhui, Yuan, Xiaochen, Xie, Fenfang, Pun, Chi Man, Zhong, Guo. Black-box reversible adversarial examples with invertible neural network[J]. Image and Vision Computing, 2024, 147, 105094.
Authors:  Huang, Jielun;  Huang, Guoheng;  Zhang, Xuhui;  Yuan, Xiaochen;  Xie, Fenfang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.2/4.3 | Submit date：2024/06/05
Adversarial Attack  Image Restoration  Invertible Neural Network