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Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression Journal article
Liu, Xinyi, Huang, Guoheng, Yuan, Xiaochen, Zheng, Zewen, Zhong, Guo, Chen, Xuhang, Pun, Chi Man. Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression[J]. Visual Computer, 2024.
Authors:  Liu, Xinyi;  Huang, Guoheng;  Yuan, Xiaochen;  Zheng, Zewen;  Zhong, Guo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/3.0 | Submit date：2024/08/05
Attention Mechanism  Class Activation Mapping  Uncertainty Estimation  Weakly Supervised Semantic Segmentation  
Black-box reversible adversarial examples with invertible neural network Journal article
Huang, Jielun, Huang, Guoheng, Zhang, Xuhui, Yuan, Xiaochen, Xie, Fenfang, Pun, Chi Man, Zhong, Guo. Black-box reversible adversarial examples with invertible neural network[J]. Image and Vision Computing, 2024, 147, 105094.
Authors:  Huang, Jielun;  Huang, Guoheng;  Zhang, Xuhui;  Yuan, Xiaochen;  Xie, Fenfang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.2/4.3 | Submit date：2024/06/05
Adversarial Attack  Image Restoration  Invertible Neural Network  
SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning Journal article
Lin, Tongxu, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Huang, Xiaocong, Pun, Chi Man. SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning[J]. Visual Computer, 2024, 40(5), 3357-3369.
Authors:  Lin, Tongxu;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Huang, Xiaocong; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:3.0/3.0 | Submit date：2024/02/23
Low-light Environment  Dark Object Detection  Supervised Contrastive Learning  Representation Decoupling  
PVALane: Prior-Guided 3D Lane Detection with View-Agnostic Feature Alignment Conference paper
Zheng, Zewen, Zhang, Xuemin, Mou, Yongqiang, Gao, Xiang, Li, Chengxin, Huang, Guoheng, Pun, Chi Man, Yuan, Xiaochen. PVALane: Prior-Guided 3D Lane Detection with View-Agnostic Feature Alignment[C], 2024, 7597-7604.
Authors:  Zheng, Zewen;  Zhang, Xuemin;  Mou, Yongqiang;  Gao, Xiang;  Li, Chengxin; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/05/16
Cv: Vision For Robotics & Autonomous Driving  
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  
Learning from Incorrectness: Active Learning with Negative Pre-Training and Curriculum Querying for Histological Tissue Classification Journal article
Hu, Wentao, Cheng, Lianglun, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Pun, Chi Man, Zhou, Jian, Cai, Muyan. Learning from Incorrectness: Active Learning with Negative Pre-Training and Curriculum Querying for Histological Tissue Classification[J]. IEEE Transactions on Medical Imaging, 2024, 43(2), 625-637.
Authors:  Hu, Wentao;  Cheng, Lianglun;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:8.9/11.3 | Submit date：2024/02/22
Active Learning  Negative Learning  Curriculum Learning  Histological Tissue Classification  
Progressive normalizing flow with learnable spectrum transform for style transfer Journal article
He, Zixuan, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Pun, Chi Man, Zeng, Yiwen. Progressive normalizing flow with learnable spectrum transform for style transfer[J]. Knowledge-Based Systems, 2024, 284, 111277.
Authors:  He, Zixuan;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Pun, Chi Man; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/02/22
Feature Decomposition  Feature Spectrum  Neural Flow  Progressive Stylization  Reversible Neural Network  Style Transfer  
QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation Journal article
Deng, Zhengnan, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Lin, Tongxu, Pun, Chi Man, Huang, Zhixin, Liang, Zhixin. QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation[J]. Physics in Medicine and Biology, 2024, 69(1), 015014.
Authors:  Deng, Zhengnan;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Lin, Tongxu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.3/3.4 | Submit date：2024/02/22
Brain Tumor Segmentation  Lightweight  Mutual Learning  Quaternion Neural Networks  
Psanet: prototype-guided salient attention for few-shot segmentation Journal article
Li, Hao, Huang, Guoheng, Yuan, Xiaochen, Zheng, Zewen, Chen, Xuhang, Zhong, Guo, Pun, Chi Man. Psanet: prototype-guided salient attention for few-shot segmentation[J]. Visual Computer, 2024.
Authors:  Li, Hao;  Huang, Guoheng;  Yuan, Xiaochen;  Zheng, Zewen;  Chen, Xuhang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:3.0/3.0 | Submit date：2024/09/03
Attention Mechanism  Contrastive Learning  Few-shot Segmentation  Semantic Segmentation  
Triangular Chain Closed-Loop Detection Network for Dense Pedestrian Detection Journal article
Yuan, Qishen, Huang, Guoheng, Zhong, Guo, Yuan, Xiaochen, Tan, Zhe, Lu, Zeng, Pun, Chi Man. Triangular Chain Closed-Loop Detection Network for Dense Pedestrian Detection[J]. IEEE Transactions on Instrumentation and Measurement, 2023, 73, 5003714.
Authors:  Yuan, Qishen;  Huang, Guoheng;  Zhong, Guo;  Yuan, Xiaochen;  Tan, Zhe; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.6/5.6 | Submit date：2024/02/22
Feature Pyramid Network  Pedestrian Detection  Triangular Chain Closed-loop Detection