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[1] 1. Kaiqi Zhao, Xiaochen Yuan, Tong Liu, Yan Xiang, Zhiyao Xie, Guoheng Huang, Li Feng, "CAMU-Net: Copy-move forgery detection utilizing coordinate attention and multi-scale feature fusion-based up-sampling", Expert Systems with Applications, Volume 238, Part C, 2024, 121918, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2023.121918. (SCI JCR Q1).
[2] 2. Zilan Hong, Lianglun Cheng, Guoheng Huang*, Yan Li, Xiaochen Yuan, Guo Zhong, Chi-Man Pun "Quaternion Fractal Attention Neural Network for Natural Texture Classification", IEEE Signal Processing Letters. (已接收）(SCI JCR Q2).
[3] 3. Zewen Zheng, Xueming Zhang, Yongqiang Mou*, Xiang Gao, Chengxin Li, Guoheng Huang*, Chi-Man Pun, Xiaocheng Yuan, "PVALane: Prior-guided 3D Lane Detection with View-agnostic Feature Alignment", Association for the Advancement of Artificial Intelligence, AAAI. (已接收) (CCF-A).
[4] 4. Zhanbin Zhang, Wing-Kuen Ling*, Guoheng Huang, "Joint principal component analysis and k-clustering via non-iterative analytic optimization approach", IEEE Transactions on Signal Processing. (已接收) (SCI JCR Q1).
[5] 5. Zhengnan Deng, Guoheng Huang*, Xiaochen Yuan, Guo Zhong*, Tongxu Lin, Chi-Man Pun, Zhixin Huang, Zhixin Liang*, "QMLS: Quaternion Mutual Learning Strategy for Multi-modal Brain Tumor Segmentation", Physics in Medicine & Biology, Volume 69, Number 1. doi: 10.1088/1361-6560/ad135e (SCI JCR Q2).
[6] 6. Qiyuan Zhang, Xiaochen Yuan, Tong Liu, Chan-Tong Lam, Guoheng Huang, Di Lin, Ping Li, "Tampering Localization and Self-Recovery Using Block Labeling and Adaptive Significance", Expert Systems with Applications, 2023, 120228, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2023.120228. (SCI JCR Q1).
[7] 7. Guoheng Huang, Qin He, Zihao Dai, Guo Zhong*, Xiaochen Yuan, Chi-Man Pun, "GDN-CMCF: A Gated Disentangled Network With Cross-Modality Consensus Fusion for Multimodal Named Entity Recognition", IEEE Transactions on Computational Social Systems, doi: 10.1109/TCSS.2023.3323402. (SCI JCR Q1).
[8] 8. Tongxu Lin, Junyu Lin, Guoheng Huang*, Xiaochen Yuan, Guo Zhong, Fenfang Xie, Jiao Li, “Improving Breast Tumor Segmentation via Shape-Wise Prior-Guided Information on Cone-Beam Breast CT Images”, Physics in Medicine and Biology. Volume 68, Number 14. https://doi.org/10.1088/1361-6560/ace1cf (SCI JCR Q2).
[9] 9. Jingchao Wang, Guoheng Huang∗, Guo Zhong, Xiaochen Yuan, Chi-Man Pun, Jinxun Wang, Jianqi Liu, "A Novel Hypercomplex Graph Convolution Refining Mechanism", IEEE Transactions on Emerging Topics in Computational Intelligence. (已接收) (SCI JCR Q1).
[10] 10. Junyang Chen, Guoheng Huang*, Xiaochen Yuan, Guo Zhong, Zewen Zheng, Chi-Man Pun, Jian Zhu, Zhixin Huang, "Quaternion Cross-modality Spatial Learning for Multi-modal Medical Image Segmentation", IEEE Journal of Biomedical and Health Informatics. DOI: 10.1109/JBHI.2023.3346529(SCI JCR Q1) .
[11] 11. Wentao Hu, Lianglun Cheng, Guoheng Huang*, Xiaochen Yuan*, Guo Zhong*, Chi-Man Pun, Jian Zhou, Muyan Cai, "Learning from Incorrectness: Active Learning with Negative Pre-training and Curriculum Querying for Histological Tissue Classification", IEEE Transactions on Medical Imaging, doi: 10.1109/TMI.2023.3313509. (SCI JCR Q1) .
[12] 12. Tongxu Lin, Guoheng Huang*, Xiaochen Yuan*, Guo Zhong*, Xiaocong Huang, and Chi-Man Pun, "SCDet: Decoupling Discriminative Representation for Dark Object Detection via Supervised Contrastive Learning", The Visual Computer, https://doi.org/10.1007/s00371-023-03039-x (SCI JCR Q2) .
[13] 13. Qishen Yuan, Guoheng Huang*, Guo Zhong*, Xiaochen Yuan*, Zhe Tan, Zeng Lu, Chi-Man Pun, "Triangular Chain Closed-Loop Detection Network for Dense Pedestrian Detection", IEEE Transactions on Instrumentation and Measurement. doi: 10.1109/TIM.2023.3341131. (SCI JCR Q1) .
[14] 14. Jingchao Wang, Guoheng Huang∗, Guo Zhong∗, Xiaochen Yuan∗, Chi-Man Pun, Jie Deng, "QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation", IEEE Journal of Biomedical and Health Informatics, doi: 10.1109/JBHI.2023.3320953. (SCI JCR Q1) .
[15] 15. Zixuan He, Guoheng Huang∗, Xiaochen Yuan∗, Guo Zhong*, Chi-Man Pun∗, Yiwen Zeng, "Progressive Normalizing Flow with Learnable Spectrum Transform for Style Transfer", Knowledge-Based Systems. DOI:10.1016/j.knosys.2023.111277，https://doi.org/10.1016/j.knosys.2023.111277. (SCI JCR Q1) .
[16] 16. Junyu Lin, Guoheng Huang*, Jun Huang, Xiaochen Yuan, Yiwen Zeng, Cheng Shi, "Quaternion Attention Multi-scale Widening Network For Endoscopy Image Super-Resolution", Physics in Medicine and Biology, Volume 68, Number 7. (SCI JCR Q2).
[17] 17. Qin Zhao, Guoheng Huang∗, Pingping Xu, Ziyang Chen, Wenyuan Li, Xiaochen Yuan*, Guo Zhong*, Chi-Man Pun, Zhixin Huang∗, "IDA-Net: Inheritable Deformable Attention Network of Structural MRI for Alzheimer’s Disease Diagnosis", Biomedical Signal Processing and Control, Volume 84, 2023, 104787, ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2023.104787. (SCI JCR Q2).
[18] 18. Yongqi Han, Lianglun Cheng, Guoheng Huang*, Guo Zhong*, Jiahua Li, Xiaochen Yuan*, Hongrui Liu*, Jiao Li, Jian Zhou*, Muyan Cai*, "Weakly Supervised Semantic Segmentation of Histological Tissue via Attention Accumulation and Pixel-level Contrast Learning", Physics in Medicine and Biology, https://doi.org/10.1088/1361-6560/acaeee. (SCI JCR Q2) .
[19] 19. Lin Yuan, Guoheng Huang*, Fenghuan Li, Xiaochen Yuan*, Chi-Man Pun, Guo Zhong*, "RBA-GCN: Relational Bi-level Aggregation Graph Convolutional Network for Emotion Recognition", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, pp. 2325-2337, 2023, doi: 10.1109/TASLP.2023.3284509. (SCI JCR Q1) .
[20] 20. Zewen Zheng, Guoheng Huang*, Xiaochen Yuan*, Chi-Man Pun*, Hongrui Liu, Wing-Kuen Ling, "Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation", IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 5, pp. 2102-2115, May 2023, doi: 10.1109/TCSVT.2022.3223150. GitHub: https://github.com/zwzheng98/QCLNet. (SCI JCR Q1) .
[21] 21. Ruijun Zhang, Zixuan He, Jian Zhu*, Xiaochen Yuan, Guoheng Huang, Chi-Man Pun, Jianhong Peng*, Junzhong Lin*, Jian Zhou*, "Collaborative Multi-feature Extraction and Scale-aware Semantic Information Mining for Medical Image Segmentation", Physics in Medicine and Biology, Volume 67, Number 20. (SCI JCR Q2) .
[22] 22. Tingjian Xia, Guoheng Huang*, Chi-Man Pun, Weiwen Zhang, Jiajian Li, Wing-Kuen Ling, Chao Lin and Qi Yang, "Multi-scale Contextual Semantic Enhancement Network for 3D Medical Image Segmentation", Physics in Medicine and Biology, Volume 67, Number 22. (SCI JCR Q2) .
[23] 23. Fenghua Ye, Jiaying Lan, Zhenghua Ye, Pingping Xu, Wing-Kuen Ling, Guoheng Huang*, "Unsupervised Style-guided Cross-Domain Adaptation for Few-shot Stylized Face Translation", The Visual Computer, https://doi.org/10.1007/s00371-022-02719-4. (SCI JCR Q2) .
[24] 24. Ziyang Chen, Guoheng Huang*, Ying Wang, Junhao Qiu, Fan Yang, Zhiwen Yu, Chi-Man Pun, Wing-Kuen Ling, "Bi-Deformation-UNet: Recombination of Differential Channels for Printed Surface Defect Detection", The Visual Computer. https://doi.org/10.1007/s00371-022-02554-7. (SCI JCR Q2) .
[25] 25. Jiajian Li, Guoheng Huang*, Junlin He, Ziyang Chen, Chi-Man Pun, Zhiwen Yu, Wing-Kuen Ling, Lizhi Liu, Jian Zhou, Jinhua huang, "Shift-channel attention and weighted-region loss function for liver and dense tumor segmentation". Medical Physics. 2022;1-14. https://doi.org/10.1002/mp.15816. (SCI JCR Q1) .
[26] 26. Guo Zhong, Ting Shu, Guoheng Huang, Xueming Yan, "Multi-view Spectral Clustering by Simultaneous Consensus Graph Learning and Discretization", Knowledge-Based Systems, Volume 235, 2022, 107632, https://doi.org/10.1016/j.knosys.2021.107632. (SCI JCR Q1) .
[27] 27. Haiyuan Chen, Lianglun Cheng, Guoheng Huang*, Ganghan Zhang, Jiaying Lan, Zhiwen Yu and Chi-Man Pun. "Fine-grained Visual Classification with Multiscale Features Based on Self-supervised Attention Filtering Mechanism", Applied Intelligence, https://doi.org/10.1007/s10489-022-03232-w. (SCI JCR Q2).
[28] 28. Ganghan Zhang, Guoheng Haung*, Haiyuan Chen, Chi-Man Pun, Zhiwen Yu, Wing-Kuen Ling. "Video Action Recognition with Key-detail Motion Capturing based on Motion Spectrum Analysis and Multiscale Feature Fusion", The Visual Computer, (2022). https://doi.org/10.1007/s00371-021-02355-4. (SCI JCR Q2).
[29] 29. Junhao Qiu, Shangyu Lai, Guoheng Huang*, Junhui Mai. Chi-man Pun, Wing-kuen Ling, Lianglun Cheng. "TriView-ParNet: A parallel network for hybrid recognition of touching printed and handwritten strings based on feature fusion and three-view co-training", Applied Intelligence, Volume 53, Issue 13, Jul 2023, pp 17015–17034, https://doi.org/10.1007/s10489-022-04257-x. (SCI JCR Q2).
[30] 30. Weihua Hu, Tao Wang*, Yangsai Wang, Ziyang Chen, Guoheng Huang, "LE-MS-DDNet: A defect detection network based on Low-light Enhancement and multi-scale", The Visual Computer. https://doi.org/10.1007/s00371-021-02210-6 (SCI JCR Q2) .
[31] 31. Ying Wang, Guoheng Huang*, Chi-Man Pun, Wing-Kuen Ling, Lianglun Cheng, “MIVCN: Multimodal Interaction Video Captioning Network based on Semantic Association Graph", Applied Intelligence. https://doi.org/10.1007/s10489-021-02612-y. (SCI JCR Q2) .
[32] 32. Zeng Lu, Ganghan Zhang, Guoheng Huang*, Zhiwen Yu, Chi-Man Pun, Weiwen Zhang, Junan Chen and Wing-Kuen Ling*, "Video Person Re-identification Using Key Frame Screening with Index and Features Reorganization Based on Inter-Frame Relation", International Journal of Machine Learning and Cybernetics, 10.1007/s13042-022-01560-4. (SCI JCR Q2) .
[33] 33. Jian Zhu, Silong Li, Ruichu Cai, Zhifeng Hao, Guoheng Huang*, Bin Sheng, Enhua Wu, "Compensating the vorticity loss during advection with an adaptive vorticity confinement force", Computer Animation and Virtual Worlds, 2020; e1973. https://doi.org/10.1002/cav.1973. (SCI JCR Q4).
[34] 34. Jian Zhu, Silong Li, Ruichu Cai, Zhifeng Hao, Guoheng Huang*, Bin Sheng and Enhua Wu, "Animating Turbulent Fluid with A Robust and Efficient High-order Advection Method", Computer Animation and Virtual Worlds, 2020, Volume 31, Issue 4-5: e1951. https://doi.org/10.1002/cav.1951. (SCI JCR Q4).
[35] 35. Lingyue Hu, Wing-Kuen Ling, Yuk-Fan Ho and Guoheng Huang, "Near orthogonal discrete quaternion Fourier transform components via an optimal frequency rescaling approach", IET Signal Processing, 2020, DOI: 10.1049/iet-spr.2020.0199. (SCI JCR Q4) .
[36] 36. Ke Hu, Guoheng Huang*, Ying Yang, Junan Chen, Chi-Man Pun, Wing-Kuen Ling and Lianglun Cheng, "Rapid Facial Expression Recognition under Part Occlusion Based on Symmetric SURF and Heterogeneous Soft Partition Network", Multimedia Tools and Applications (2020) Volume: 79 Issue: 41-42 Pages: 30861-30881, https://doi.org/10.1007/s11042-020-09566-2. (SCI JCR Q2).
[37] 37. Weiwen Zhang, Lianglun Cheng, Guoheng Huang*, "Towards Fine-scale Population Stratification Modeling Based on Kernel Principal Component Analysis and Random Forest", Genes & Genomics. 2021 Oct;43(10):1143-1155. doi: 10.1007/s13258-021-01057-4. (SCI JCR Q4) .
[38] 38. Fangxiong Chen, Guoheng Huang*, Huishi Wu, Ke Hu, Weiwen Zhang and Lianglun Cheng, "Foetal weight prediction based on improved PSO-GRNN model", International Journal of Data Mining and Bioinformatics, 2020 Vol.24 No.2, pp.177 - 200, DOI: 10.1504/IJDMB.2020.110161. (SCI JCR Q4) .
[39] 39. Guangyu Liang, Lianglun Cheng, Guoheng Huang* and Limin Xu, "Object detection of millimeter-wave image based on Spatial-Transformer RCNN with deblurring", ACTA PHOTONICA SINICA, 2020, Vol. 49, Issue (2): 210004-0210004. (SCI JCR Q4).
[40] 40. Zeng Lu，Guoheng Huang*, Chi-Man Pun and Lianglun Cheng, "Person re-identification based on multi-level feature complementarity of cross-attention with part metric learning", Multimedia Tools and Applications, 2020: 79, 21409–21439 (2020). https://doi.org/10.1007/s11042-020-08972-w (SCI JCR Q2).
[41] 41. Zhifeng Lin, Lianglun Cheng and Guoheng Huang*, "Electricity Consumption Prediction Based on LSTM with Attention Mechanism", IEEJ Transactions on Electrical and Electronic Engineering, Vol. 15, Issue 4, pp. 556-562. (SCI JCR Q4).
[42] 42. Guoheng Huang and Chi-Man Pun*, "On-line Video Multi-object Segmentation based on Skeleton Model and Occlusion Detection", Multimedia Tools and Applications, 77, 31313–31329 (2018). https://doi.org/10.1007/s11042-018-6208-x. (SCI JCR Q2).
[43] 43. Guoheng Huang, Chi-Man Pun and Cong Lin, "Unsupervised Video Co-segmentation based on Superpixel Co-saliency and Region Merging", Multimedia Tools and Applications, 76, 12941–12964 (2017). https://doi.org/10.1007/s11042-016-3709-3. (SCI JCR Q2).
[44] 44. Chi-Man Pun and Guoheng Huang*, "On-line video object segmentation using illumination-invariant color-texture feature extraction and marker prediction", Journal of Visual Communication and Image Representation, vol. 41, pp. 391-405, 2016. (SCI JCR Q2).
[45] 45. Cong Lin, Chi-Man Pun* and Guoheng Huang, "Highly non-rigid video object tracking using segment-based object candidates", Multimedia Tools and Applications, 76, 9565–9586 (2017). https://doi.org/10.1007/s11042-01ju6-3563-3 (SCI JCR Q2).
[46] 46. Guoheng Huang, Chi-Man Pun*, Cong Lin and Yicong Zhou, "Non-rigid visual object tracking using user-defined marker and Gaussian kernel", Multimedia Tools and Applications, 75, 5473–5492 (2016). https://doi.org/10.1007/s11042-015-2516-6. (SCI JCR Q2).

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黄国恒

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副教授

硕士生导师
教师英文名称：Huang Guoheng
教师拼音名称：Huang Guoheng
入职时间：2017-02-17
所在单位：计算机学院
性别：男
联系方式：kevinwong@gdut.edu.cn
职称：副教授
在职信息：在职
学科：计算机软件与理论

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