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Enhancing explainability in medical image classification and analyzing osteonecrosis X-ray images using shadow learner system Journal article
Wu, Yaoyang, Fong, Simon, Liu, Liansheng. Enhancing explainability in medical image classification and analyzing osteonecrosis X-ray images using shadow learner system[J]. Applied Intelligence, 2025, 55(2), 137.
Authors:  Wu, Yaoyang;  Fong, Simon;  Liu, Liansheng
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.4/3.9 | Submit date：2025/01/22
Deep Learning  ExplAinable Ai  Neural Network  Computer-aid-diagnosis (Cad)  Medical Image Classification  Osteonecrosis  
Spatially Enhanced Refined Classifier for Cross-Scene Hyperspectral Image Classification Journal article
Wang, Zhengshan, Chen, Long, Tian, Yifei, He, Juan, Philip Chen, C. L.. Spatially Enhanced Refined Classifier for Cross-Scene Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 63, 5502215.
Authors:  Wang, Zhengshan;  Chen, Long;  Tian, Yifei;  He, Juan;  Philip Chen, C. L.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2025/01/13
Class Distribution Shift(Cds)  Domain ADaptation (Da)  Hyperspectral Image (Hsi) Classification  Pseudolabels  
Few-shot image classification via hybrid representation Journal article
Liu, Bao Di, Shao, Shuai, Zhao, Chunyan, Xing, Lei, Liu, Weifeng, Cao, Weijia, Zhou, Yicong. Few-shot image classification via hybrid representation[J]. Pattern Recognition, 2024, 155, 110640.
Authors:  Liu, Bao Di;  Shao, Shuai;  Zhao, Chunyan;  Xing, Lei;  Liu, Weifeng; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:7.5/7.6 | Submit date：2024/07/04
Few-shot Image Classification  Shared Representation  Specific Representation  
Simultaneous Segmentation and Classification of Esophageal Lesions Using Attention Gating Pyramid Vision Transformer Journal article
Ge, Peixuan, Yan, Tao, Wong, Pak Kin, Li, Zheng, Chan, In Neng, Yu, Hon Ho, Chan, Chon In, Yao, Liang, Hu, Ying, Gao, Shan. Simultaneous Segmentation and Classification of Esophageal Lesions Using Attention Gating Pyramid Vision Transformer[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Ge, Peixuan;  Yan, Tao;  Wong, Pak Kin;  Li, Zheng;  Chan, In Neng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/5.7 | Submit date：2024/12/05
Medical Image Classification  Medical Image Segmentation  Multi-task Learning  Esophageal Lesion  Transformer  
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  
Small-Sample Classification for Hyperspectral Images With EPF-Based Smooth Ordering Journal article
Ye, Zhijing, Zhang, Liming, Zheng, Chengyong, Peng, Jiangtao, Benediktsson, Jon Atli. Small-Sample Classification for Hyperspectral Images With EPF-Based Smooth Ordering[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5525814.
Authors:  Ye, Zhijing;  Zhang, Liming;  Zheng, Chengyong;  Peng, Jiangtao;  Benediktsson, Jon Atli
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/09/03
Edge-preserving Features (Epfs)  Hyperspectral Image (Hsi)  Small-sample Classification  Smooth Ordering  
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 Defense  Hyperspectral Image Classification  Semi-supervised Learning  Deep Neural Network  Adversarial Attack  
Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples Journal article
Liu, Jun, Zhou, Jiantao, Tian, Jinyu, Sun, Weiwei. Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 20(7), 216.
Authors:  Liu, Jun;  Zhou, Jiantao;  Tian, Jinyu;  Sun, Weiwei
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:5.2/4.9 | Submit date：2024/06/05
Deep Neural Networks  Encryption  Image Classification  Privacy-preserving  
A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification Journal article
Cheng, Chunbo, Zhang, Liming, Li, Hong, Cui, Wenjing, Gao, Junbin, Cun, Yuxiao. A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5521416.
Authors:  Cheng, Chunbo;  Zhang, Liming;  Li, Hong;  Cui, Wenjing;  Gao, Junbin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/08/05
Convolutional Neural Network (Cnn)  Deep High-order Tensor Sparse Representation (Sr)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
城市植被遥感分类研究进展与展望 Journal article
Meng, Qingyan, Du, Hongyu, Wang, Liping, Zhang, Linlin, Wu, Jiahao, Kang, Jiaqi. 城市植被遥感分类研究进展与展望[J]. Zhejiang Daxue Xuebao (Nongye yu Shengming Kexue Ban)/Journal of the Zhejiang University - Agriculture and Life Science, 2024, 50(2), 190-199.
Authors:  Meng, Qingyan;  Du, Hongyu;  Wang, Liping;  Zhang, Linlin;  Wu, Jiahao; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/06/05
Image Classification  Urban Remote Sensing  Urban Vegetation