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Pre-trained SAM as data augmentation for image segmentation Journal article
Wu, Junjun, Rao, Yunbo, Zeng, Shaoning, Zhang, Bob. Pre-trained SAM as data augmentation for image segmentation[J]. CAAI Transactions on Intelligence Technology, 2024.
Authors:  Wu, Junjun;  Rao, Yunbo;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.4/6.7 | Submit date：2024/11/05
Data Augmentation  Image Segmentation  Large Model  Segment Anything Model  
GradSalMix: Gradient Saliency-Based Mix for Image Data Augmentation Conference paper
Hong, Tao, Wang, Ya, Sun, Xingwu, Lian, Fengzong, Kang, Zhanhui, Ma, Jinwen. GradSalMix: Gradient Saliency-Based Mix for Image Data Augmentation[C]. IEEE; IEEE Circuits & Syst Soc; IEEE Commun Soc; IEEE Comp Soc; IEEE Signal Proc Soc; TENCENT; Meta; Youtube; Google, 2023, 1799-1804.
Authors:  Hong, Tao;  Wang, Ya;  Sun, Xingwu;  Lian, Fengzong;  Kang, Zhanhui; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3 | Submit date：2024/02/22
Cutmix  Data Augmentation  Image Classification  Saliency Detection  
Boosting Face Recognition Performance with Synthetic Data and Limited Real Data Conference paper
W. Wang, L. Zhang, C.-M. Pun, J. Xie. Boosting Face Recognition Performance with Synthetic Data and Limited Real Data[C]:IEEE, 2023.
Authors:  W. Wang;  L. Zhang;  C.-M. Pun;  J. Xie
Favorite | TC[Scopus]:2 | Submit date：2023/08/21
Face Recognition  Synthetic Face Image Dataset  Data Augmentation  Disentanglement  
Multiplanar Data Augmentation and Lightweight Skip Connection Design for Deep-Learning-Based Abdominal CT Image Segmentation Journal article
Zhang, Wenyuan, Zhang, Yu, Zhang, Liming. Multiplanar Data Augmentation and Lightweight Skip Connection Design for Deep-Learning-Based Abdominal CT Image Segmentation[J]. IEEE Transactions on Instrumentation and Measurement, 2023, 72, 2532111.
Authors:  Zhang, Wenyuan;  Zhang, Yu;  Zhang, Liming
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:5.6/5.6 | Submit date：2024/02/22
Computed Tomography (Ct) Image Data Augmentation  Deep Learning  Medical Image Segmentation  Skip Connection  
Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification Journal article
Zeng, S., Zhang, B., Gou, J., Xu, Y.. Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification[J]. IEEE Transactions on Cybernetics, 2020, 52(6), 4935 - 4948.
Authors:  Zeng, S.;  Zhang, B.;  Gou, J.;  Xu, Y.
Favorite | TC[WOS]:29 TC[Scopus]:27  IF:9.4/10.3 | Submit date：2022/07/13
Data Augmentation  Diversification  Image Classification  Regularization  Sparse Representation  
Learning double weights via data augmentation for robust sparse and collaborative representation-based classification Journal article
Zeng,Shaoning, Zhang,Bob, Gou,Jianping. Learning double weights via data augmentation for robust sparse and collaborative representation-based classification[J]. Multimedia Tools and Applications, 2020, 79(29-30), 20617-20638.
Authors:  Zeng,Shaoning;  Zhang,Bob;  Gou,Jianping
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:3.0/2.9 | Submit date：2021/03/11
Augmentation  Image Classification  Regularization  Sparse Representation  
An Image Augmentation Method for Quality Assessment Database Conference paper
Yucheng Zhu, Guangtao Zhai, Wenhan Zhu, Jiantao Zhou. An Image Augmentation Method for Quality Assessment Database[C], 2018.
Authors:  Yucheng Zhu;  Guangtao Zhai;  Wenhan Zhu;  Jiantao Zhou
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2019/04/17
Image Quality Assessment ( Iqa)  No-reference  Image Augmentation  Generalization Capability