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Neighbor Distribution Learning for Minority Class Augmentation Journal article
Zhou, Mengting, Gong, Zhiguo. Neighbor Distribution Learning for Minority Class Augmentation[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(12), 8901-8913.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/09/03
Training  Topology  Graph Neural Networks  Data Models  Accuracy  Task Analysis  Image Color Analysis  Class-imbalanced Learning  Data Mining  Node Classification  
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]:2  IF:7.5/7.6 | Submit date：2024/07/04
Few-shot Image Classification  Shared Representation  Specific Representation  
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  
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  
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]:1  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  
A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence Journal article
Xiaoling Luo, Wei Wang, Yong Xu, Zhihui Lai, Xiaopeng Jin, Bob Zhang, David Zhang. A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence[J]. CAAI Transactions on Intelligence Technology, 2024, 9(1), 153-166.
Authors:  Xiaoling Luo;  Wei Wang;  Yong Xu;  Zhihui Lai;  Xiaopeng Jin; et al.
Favorite | TC[WOS]:17 TC[Scopus]:17  IF:8.4/6.7 | Submit date：2023/08/03
Image Classification  Medical Image Processing  Pattern Recognition  
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  
Attack-invariant attention feature for adversarial defense in hyperspectral image classification Journal article
Shi, Cheng, Liu, Ying, Zhao, Minghua, Pun, Chi Man, Miao, Qiguang. Attack-invariant attention feature for adversarial defense in hyperspectral image classification[J]. Pattern Recognition, 2024, 145, 109955.
Authors:  Shi, Cheng;  Liu, Ying;  Zhao, Minghua;  Pun, Chi Man;  Miao, Qiguang
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2024/02/22
Adversarial Attack  Adversarial Defense  Attack-invariant Attention Feature  Hyperspectral Image Classification