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SQ-ViT: A Multi-Scale Vision Transformer With Quaternion For Endoscopic Images Classification Journal article
Jin, Zhanjun, Huang, Guoheng, Zhang, Feng, Yuan, Xiaochen, Zhu, Dingzhou, Tan, Zhe, Pun, Chi Man, Zhong, Guo. SQ-ViT: A Multi-Scale Vision Transformer With Quaternion For Endoscopic Images Classification[J]. IEEE Transactions on Consumer Electronics, 2024.
Authors:  Jin, Zhanjun;  Huang, Guoheng;  Zhang, Feng;  Yuan, Xiaochen;  Zhu, Dingzhou; et al.
Favorite | TC[Scopus]:0  IF:4.3/3.9 | Submit date：2025/01/13
Endoscopic Images Classification  Endoscopy  Interpretability  Quaternion Convolution  Superpixel  Vision Transformer  
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]:2 TC[Scopus]:2  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  
QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation Journal article
Wang, Jingchao, Huang, Guoheng, Zhong, Guo, Yuan, Xiaochen, Pun, Chi Man, Deng, Jie. QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation[J]. IEEE Journal of Biomedical and Health Informatics, 2023, 27(12), 5982-5993.
Authors:  Wang, Jingchao;  Huang, Guoheng;  Zhong, Guo;  Yuan, Xiaochen;  Pun, Chi Man; et al.
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:6.7/7.1 | Submit date：2024/01/02
Dermoscopic Lesion Segmentation  Dilated Convolution  Group Convolution  Lightweight  Quaternion Convolution  U-net  
QTN: Quaternion Transformer Network for Hyperspectral Image Classification Journal article
Yang,Xiaofei, Cao,Weijia, Lu,Yao, Zhou,Yicong. QTN: Quaternion Transformer Network for Hyperspectral Image Classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(12), 7370-7384.
Authors:  Yang,Xiaofei;  Cao,Weijia;  Lu,Yao;  Zhou,Yicong
Favorite | TC[WOS]:20 TC[Scopus]:26  IF:8.3/7.1 | Submit date：2023/08/03
Convolution  Convolution Neural Network  Feature Extraction  Hyperspectral Image Classification  Hyperspectral Imaging  Image Classification  Quaternion Transformer Network (Qtn)  Quaternions  Task Analysis  Transformer Network  Transformers  
Quaternion-Valued Correlation Learning for Few-Shot Semantic Segmentation Journal article
Zheng, Zewen, Huang, Guoheng, Yuan, Xiaochen, Pun, Chi Man, Liu, Hongrui, Ling, Wing Kuen. Quaternion-Valued Correlation Learning for Few-Shot Semantic Segmentation[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 33(5), 2102-2115.
Authors:  Zheng, Zewen;  Huang, Guoheng;  Yuan, Xiaochen;  Pun, Chi Man;  Liu, Hongrui; et al.
Favorite | TC[WOS]:19 TC[Scopus]:26  IF:8.3/7.1 | Submit date：2023/06/05
Correlation Learning  Few-shot Learning  Quaternion-valued Convolution  Semantic Segmentation  
Convolution theorems associated with quaternion linear canonical transform and applications Journal article
Xiaoxiao Hu, Dong Cheng, Kit Ian Kou. Convolution theorems associated with quaternion linear canonical transform and applications[J]. Signal Processing, 2022, 202, 108743.
Authors:  Xiaoxiao Hu;  Dong Cheng;  Kit Ian Kou
Favorite | TC[WOS]:10 TC[Scopus]:9  IF:3.4/3.8 | Submit date：2022/08/24
Quaternion Linear Canonical Transform  Convolution Theorem  Fredholm Integral Equation  Quaternion Partial Differential Equations  Multiplication Filters  
Generalized sampling expansions associated with quaternion Fourier transform Journal article
Cheng, Dong, Kou, Kit Ian. Generalized sampling expansions associated with quaternion Fourier transform[J]. MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2018, 41(11), 4021-4032.
Authors:  Cheng, Dong;  Kou, Kit Ian
Favorite | TC[WOS]:16 TC[Scopus]:19  IF:2.1/2.0 | Submit date：2018/10/30
Quaternion-valued Signals  Quaternion Fourier Transform  Quaternion Linear Canonical Transform  Generalized Sampling Expansions  Generalized Translation  Convolution Theorem  
Generalized sampling expansions associated with quaternion Fourier transform Journal article
Cheng D., Kou K.I.. Generalized sampling expansions associated with quaternion Fourier transform[J]. Mathematical Methods in the Applied Sciences, 2018, 41(11), 4021-4032.
Authors:  Cheng D.;  Kou K.I.
Favorite | TC[WOS]:16 TC[Scopus]:19 | Submit date：2019/02/13
Convolution Theorem  Generalized Sampling Expansions  Generalized Translation  Quaternion Fourier Transform  Quaternion Linear Canonical Transform  Quaternion-valued Signals