Scientific Research
Research Field
All directions in Artificial Intelligence and Computer Vision.
Paper Publications
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- 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).
Patents
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- 1. A method, system and related components for image recognition, Lianglun Cheng, Jiali Chen, Guoheng Huang, ZL201810896237.0
- 2. A video object detection method and system based on ST-SIN, Guoheng Huang, Junwen Zhu, Guiyang Deng, ZL201811325137.9/2018-9-26
- 3. A Pedestrian Re-identification Method, System and Electronic Device and Storage Media, Guoheng Huang, Zeng Lu, Yini Jin, Guiyang Deng, ZL201811398695.8
- 4. Face reconstruction based on symmetric surf algorithm, Guoheng Huang, Ke Hu, Sitong Huang, Junan Chen, ZL201910389191.8
- 5. A pedestrian re-recognition method, device, equipment and storage medium, Guoheng Huang, Zeng Lu, ZL201811574174.3
- 6. A video-based human posture estimation method, device and equipment, Guoheng Huang, Xiaoping Chen, Junwen Zhu, ZL201811623269.X
Published Books
Research Projects
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- 1. National Natural Science Foundation of China, 61702111, Superpixel-based video multi-object co-segmentation, 2018/01-2020/12, Hosted,
- 2. Sub-project of National Key Research and Development Program, 2017YFB1201203, Optimization technology of service period of station equipment with reliability as the center, 2017/07-2020/06, Hosted,
- 3. Open Foundation of Guangdong Provincial Key Laboratory of Information Physical Fusion System, Video Fine-grained Semantic Segmentation Based on Mutual Information, 2018/11-2020/10, Hosted,
- 4. Guangdong Joint Foundation of National Natural Science Foundation of China, Artificial Intelligence-driven Optimization and Control of Discrete Manufacturing Process, U1801263, 2019/01-2022/12, Participation,
- 5. Guangzhou Science and Technology Plan Project, 2023B01J0029, Research and Development and Industrialization of Industrial Vision Inspection System based on Bionic Intelligence, 2023/04-2026/03, Participation,
- 6. Guangdong Joint Foundation of National Natural Science Foundation of China, U2001201, Data-Knowledge Hybrid driven Adaptive Collaborative optimization control method and application verification for discrete Manufacturing Systems, 2021-01-2024/12, Participation,
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- Huang Guoheng
 ZipCode:2d5de87be63b6f3721c3da40baf3b8550db172a1f777251f525c5ea3d2f4f4cca4534b6d3017fa016766e7bf5c6da87e7c8055e66f6b3c10e8c03935a0484b47a0770e9a873671f91db0ff53b53ce5aa4b55aa423337869dea6c456aac36ec9d9be09fd062a3b6caa4f0b9e819e1f3c3ef60d93d1da62f8b2f7c9849d24a0b0b PostalAddress:786552cc16b86a6c4d7235a23317f78b758184a85630408832582e80e6b282d113633c5f30321c612f498ff3d986ae1deba82941bf2b7ebfd082e28f9f1c3eeb3615fe42d4b9719508f1f90dca9acdcc27b2c9193d9ebae728bb1216d586106f54e1e5a18071c07446c689d79c8372afb6908a0c47a17020d05ee3d956a87d8e Email:76a73a7d7df2c6ea3632023bb68876c6857097dca78b716b8cc23fccfb07513a125af42a20238ef4d6600a73f51aa56bff82cf58cd01882cfca318d16b7ad4e9121b4e68eb92d173a3b454307417aff28f3c0e9b2d7b23949017cfdaf1e244339b43ec45ecb6cfcc58fb4c95003d0c34d7a7b567f493c57f146f64d8e29b6c42
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