研究领域
关于人工智能与计算机视觉的一切方向。
论文成果
- 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. 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. 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. 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. 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. 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. 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. 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. 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. 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) .
著作成果
- 暂无内容
科研项目
- 1. 国家自然科学基金青年基金，61702111，基于超像素的视频多目标协同分割，2018/01-2020/12，主持,
- 2. 国家重点研发计划子课题，2017YFB1201203，以可靠性为中心的车站设备服役期维修周期优化技术，2017/07-2020/06，主持,
- 3. 广东省信息物理融合系统重点实验室开放基金，基于互信息的视频细粒度语义分割，2018/11-2020/10，主持,
- 4.国家自然科学基金广东联合基金，离散制造过程人工智能驱动的优化与控制，U1801263，2019/01-2022/12，参与,
- 5. 广州市科技计划项目，2023B01J0029，基于仿生智能的工业视觉检测系统研发及产业化，2023/04-2026/03，参与,
- 6. 国家自然科学基金广东联合基金，U2001201，数据-知识混合驱动的离散制造系统自适应协同优化控制方法与应用验证，2021/01-2024/12，参与,
- 7. 国防科工委军民融合专项，83-Y40G33-9001-18/20，大南海区域广东高分大数据平台与应用示范，2016/07-2020/07，参与,
- 8. 广东省重点领域研发计划，2019B010153002，面向数据智能标注的弱监督与自学习方法及系统验证，2020/01-2022/12，参与,
- 9. 广州市重点领域研发计划，202007040006，人工智能驱动智慧教育关键技术与应用示范，2020/04-2023/03，参与,
- 10. 佛山市产业领域科技攻关专项，1920001001367，瓦楞纸箱高网线印刷自动高速视觉检测成套装备研发与应用，2020/9-2023/8，参与,
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