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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]:0 TC[Scopus]:0  IF:8.4/6.7 | Submit date：2024/11/05
Data Augmentation  Image Segmentation  Large Model  Segment Anything Model  
Weakly Supervised Semantic Segmentation via Dual-Stream Contrastive Learning of Cross-Image Contextual Information Journal article
Lai, Qi, Vong, Chi Man, Chen, Chuangquan. Weakly Supervised Semantic Segmentation via Dual-Stream Contrastive Learning of Cross-Image Contextual Information[J]. IEEE Transactions on Industrial Informatics, 2024, 20(10), 11635-11643.
Authors:  Lai, Qi;  Vong, Chi Man;  Chen, Chuangquan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:11.7/11.4 | Submit date：2024/07/04
Contrastive Learning  Cross-image Contextual Information  Dual-stream Framework  Weakly Supervised Semantic Segmentation (Wsss)  
Semantic 3D reconstruction-oriented image dataset for building component segmentation Journal article
Wong, Mun On, Ying, Huaquan, Yin, Mengtian, Yi, Xiaoyue, Xiao, Lizhao, Duan, Weilun, He, Chenchen, Tang, Llewellyn. Semantic 3D reconstruction-oriented image dataset for building component segmentation[J]. Automation in Construction, 2024, 165, 105558.
Authors:  Wong, Mun On;  Ying, Huaquan;  Yin, Mengtian;  Yi, Xiaoyue;  Xiao, Lizhao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:9.6/10.6 | Submit date：2024/07/04
3d Reconstruction  Building Component Segmentation  Building Image Dataset  Building Information Modeling (Bim)  Deep Learning  Instance Segmentation  
Probability Prediction Network With Checkerboard Prior for Lossless Remote Sensing Image Compression Journal article
Feng, Xuxiang, Gu, Enjia, Zhang, Yongshan, Li, An. Probability Prediction Network With Checkerboard Prior for Lossless Remote Sensing Image Compression[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, 17971-17982.
Authors:  Feng, Xuxiang;  Gu, Enjia;  Zhang, Yongshan;  Li, An
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.7/5.0 | Submit date：2024/10/10
Arithmetic Coding  Checkerboard Segmentation  Discrete Probability Prediction  Lossless Image Compression(L3c)  Remote Sensing Image  
Vision Transformer based UNet with Multi-Head Attention for Medical Image Segmentation Conference paper
Yu, Huina, Gao, Lingyan, Yu, Huitao, Zhang, Anguo. Vision Transformer based UNet with Multi-Head Attention for Medical Image Segmentation[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 1737-1741.
Authors:  Yu, Huina;  Gao, Lingyan;  Yu, Huitao;  Zhang, Anguo
Favorite | TC[Scopus]:0 | Submit date：2024/09/03
Deep Learning  Medical Image Segmentation  Self-attention  Unet  Vision Transformer  
Enhancing trabecular CT scans based on deep learning with multi-strategy fusion Journal article
Ge, Peixuan, Li, Shibo, Liang, Yefeng, Zhang, Shuwei, Zhang, Lihai, Hu, Ying, Yao, Liang, Wong, Pak Kin. Enhancing trabecular CT scans based on deep learning with multi-strategy fusion[J]. Computerized Medical Imaging and Graphics, 2024, 116, 102410.
Authors:  Ge, Peixuan;  Li, Shibo;  Liang, Yefeng;  Zhang, Shuwei;  Zhang, Lihai; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.4/6.1 | Submit date：2024/07/04
Deep Supervision  Dual-view Learning  Medical Image Processing  Medical Image Restoration  Medical Image Segmentation  Trabecular Ct Analysis  Unsupervised Domain Adaptation  
CTNet: Contrastive Transformer Network for Polyp Segmentation Journal article
Xiao, Bin, Hu, Jinwu, Li, Weisheng, Pun, Chi Man, Bi, Xiuli. CTNet: Contrastive Transformer Network for Polyp Segmentation[J]. IEEE Transactions on Cybernetics, 2024.
Authors:  Xiao, Bin;  Hu, Jinwu;  Li, Weisheng;  Pun, Chi Man;  Bi, Xiuli
Favorite | TC[WOS]:3 TC[Scopus]:7  IF:9.4/10.3 | Submit date：2024/05/16
Camouflaged Object Detection (Cod)  Contrastive Transformer  Defect Detection  Feature Extraction  Image Resolution  Object Detection  Polyp Segmentation  Semantic Segmentation  Semantics  Task Analysis  Transformers  
Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation Journal article
Chen, Junyang, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Zheng, Zewen, Pun, Chi Man, Zhu, Jian, Huang, Zhixin. Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation[J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(3), 1412-1423.
Authors:  Chen, Junyang;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Zheng, Zewen; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.7/7.1 | Submit date：2024/04/02
Quaternions  Convolution  Three-dimensional Displays  Biomedical Imaging  Image Segmentation  Feature Extraction  Lesions  Multi-modal Medical Image  Quaternion  Spatial Dependency  Cross-modality  
HIMS-Net: Horizontal-vertical interaction and multiple side-outputs network for cyst segmentation in jaw images Journal article
Jiang, Xiaoliang, Zheng, Huixia, Yuan, Zhenfei, Lan, Kun, Wu, Yaoyang. HIMS-Net: Horizontal-vertical interaction and multiple side-outputs network for cyst segmentation in jaw images[J]. Mathematical Biosciences and Engineering, 2024, 21(3), 4036-4055.
Authors:  Jiang, Xiaoliang;  Zheng, Huixia;  Yuan, Zhenfei;  Lan, Kun;  Wu, Yaoyang
Favorite | TC[Scopus]:0  IF:2.600/2.300 | Submit date：2024/05/16
Jaw Cyst  Image Segmentation  Horizontal-vertical Interaction  Feature-fused Unit  Multiple Side-outputs  
Uncertainty-aware Hierarchical Aggregation Network for Medical Image Segmentation Journal article
Zhou, Tao, Zhou, Yi, Li, Guangyu, Chen, Geng, Shen, Jianbing. Uncertainty-aware Hierarchical Aggregation Network for Medical Image Segmentation[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(8), 7440 - 7453.
Authors:  Zhou, Tao;  Zhou, Yi;  Li, Guangyu;  Chen, Geng;  Shen, Jianbing
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:8.3/7.1 | Submit date：2024/05/16
Biomedical Imaging  Feature Extraction  Fuses  Hierarchical Feature Fusion  Image Segmentation  Lesions  Medical Diagnostic Imaging  Medical Image Segmentation  Scale Aggregation Module  Semantics  Uncertainty-induced Cross-level Fusion