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黄向生，研究员、博士生导师，雄安创新研究院院务委员、认知智能实验室主任 电子邮箱：huangxiangsheng@xii.ac.cn 通讯地址：河北省雄安新区雄县雄安创新研究院 邮编：071600 招生单位：中国科学院大学雄安学院、中国科学院大学材料科学与光电技术学院 |
招生专业：
080903 微电子学与固体电子学
080502 材料学
招生方向：人工智能、计算机视觉、知识计算与推演、模式识别与智能系统
主要从事人工智能、计算机视觉、知识图谱、自主学习、决策智能、知识推理等研究；在计算机视觉与图像处理方面，主要从事三维重建、人脸识别和人脸活体检测、多相机人体和车辆检测与跟踪、病理切片图像检测和识别。在知识智能方面，主要研究行业知识构建和知识推理，应用在包括财务知识图谱、建筑图纸理解、智能审稿、药物分子与蛋白质对接、物质结构的质谱分析、材料计算等领域。
2022.7-至今 雄安创新研究院 雄安创新研究院院务委员、认知智能实验室主任、研究员
2021.12-2022.6 雄安创新研究院 认知智能实验室主任、研究员
2021.9-2021.12 雄安创新研究院 副研究员
2010.10-2021.8 中国科学院自动化研究所 副研究员
2005.7-2010.10 三星综合技术院 责任研究员
2002.9-2005.7 中国科学院自动化研究所 博士
1999.9-2002.7 重庆大学计算机学院 硕士
1994.9-1998.7 重庆大学材料科学与工程学院，重庆大学计算机学院 学士
1. Hejun Xiao, Kunyu Peng, Xiangsheng Huang, Alina Roitberg, Hao Li,
Zhaohui Wang and Rainer.”Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation”,IEEE SENSORS JOURNAL.2023.
2. SHAOSHUAI YAN,XIANGSHENG HUANG,WEI LIAN.,and CAIFANG SONG” Self Reinforcing Multi-class Transformer For Kidney Glomerular Basement Membrane Segmentation”,IEEE ACCESS.2023.
3. Liu, Anran, Xiangsheng Huang, Tong Li, and Pengcheng Ma. "Co-Net: A Collaborative Region-Contour-Driven Network for Fine-to-Finer Medical Image Segmentation." In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 1046-1055. 2022.
4. 翟鹏博, 杨浩, 宋婷婷, 余亢, 马龙祥, & 黄向生. "融合注意力机制的多阶段舌象分类算法." 计算机工程与设计 (2021).
5. 张满囤, 燕明晓, 马英石, 王红, 刘伟, & 黄向生. "基于八叉树结构的三维体素模型检索." 计算机学报 (2021).
6. Qiu, Zhao, Qiaoqiao Chen, Xiangsheng Huang, and Xiaoquan Liang. "Electric Bicycle Violation Automatic Detection in Unconstrained Scenarios." In International Symposium on Parallel Architectures, Algorithms and Programming, pp. 168-174. Springer, Singapore, 2019.
7. Ding, Weili, Bo Hu, Han Liu, Xinming Wang, and Xiangsheng Huang. "Human posture recognition based on multiple features and rule learning." International Journal of Machine Learning and Cybernetics 11, no. 11 (2020): 2529-2540.
8. Zuo, Guoyu, Kexin Chen, Jiahao Lu, and Xiangsheng Huang. "Deterministic generative adversarial imitation learning." Neurocomputing 388 (2020): 60-69.
9. Wang, Xinming, Weili Ding, Han Liu, and Xiangsheng Huang. "Shape recognition through multi-level fusion of features and classifiers." Granular Computing 5, no. 4 (2020): 437-448.
10. 蔡金烨,李超,邱钊,黄向生 . "Named Entity Recognition Based on Adversarial Generative Network." Computer Science and Application 10.2(2020):200-207.
11. Li, Chao, Zhao Qiu, Xiangsheng Huang, Jianzheng Hu, and Jinye Cai. "Design of Intelligent Voice Customer Service System Based on Knowledge Graph." Comput. Sci. Appl. 10, no. 2 (2020): 10.
12. Wang, Yiping. "Old Man Fall Detection Based on Surveillance Video Object Tracking." In Parallel Architectures, Algorithms and Programming: 10th International Symposium, PAAP 2019, Guangzhou, China, December 12–14, 2019, Revised Selected Papers, vol. 1163, p. 159. Springer Nature, 2020.
13. 任天赐, 黄向生, 丁伟利, 安重阳, & 翟鹏博. "全局双边网络的语义分割算法." 计算机科学 47, no. 6A (2020): 161-165.
14. 杨佳宁，黄向生，李宗翰，荣灿，& 刘道伟. "基于双层栈式长短期记忆的电网时空轨迹预测." 计算机科学 46.S11(2019):6.
15. Mei, Sen, Depeng Kong, Lili Wang, Tian Ma, Yuanfeng Zhu, Xiaodong Zhang, Zhengquan He, Xiangsheng Huang, and Yani Zhang. "Suspended graded-index porous core POF for ultra-flat near-zero dispersion terahertz transmission." Optical Fiber Technology 52 (2019): 101946.
16. Huang, Ziling, Chia-Wen Lin, Hao-Chiang Shao, and Xiangsheng Huang. "Consistency Constrained Reconstruction of Depth Maps from Epipolar Plane Images." In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2292-2296. IEEE, 2019.
17. Wang, Xiaoyan, Xingyu Zhong, Ming Xia, Weiwei Jiang, Xiaojie Huang, Zheng Gu, and Xiangsheng Huang. "Automatic carotid artery detection using attention layer region-based convolution neural network." International Journal of Humanoid Robotics 16, no. 04 (2019): 1950015.
18. He, Honghao, Zhengzhou Zhu, Qun Guo, and Xiangsheng Huang. "A Personalized E-learning Services Recommendation Algorithm Based on User Learning Ability." In 2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT), vol. 2161, pp. 318-320. IEEE, 2019.
19. Chen, Jun, Tingzhu Bai, Xiangsheng Huang, Xian Guo, Jianing Yang, and Yuxing Yao. "Double-task deep q-learning with multiple views." In Proceedings of the IEEE International Conference on Computer Vision Workshops, pp. 1050-1058. 2017.
20. Zhang, Shiyu, Bailan Feng, Zhineng Chen, and Xiangsheng Huang. "Micro-expression recognition by aggregating local spatio-temporal patterns." In International Conference on Multimedia Modeling, pp. 638-648. Springer, Cham, 2017.
21. 朱新山, 王宏星, & 黄向生. "基于单个深度相机的带纹理人脸实时重建算法." 传感器与微系统 8 (2017): 126-129.
22. Jin, Beibei, Jianing Yang, Xiangsheng Huang, and Dawar Khan. "Deep deformable Q-Network: an extension of deep Q-Network." In Proceedings of the International Conference on Web Intelligence, pp. 963-966. 2017.
23. 吴清, 刘森镇, 黄向生, 韩磊, 郭天楚, & 王梦伟. "基于散斑的三维体感交互系统." 计算机辅助设计与图形学学报 28, no. 7 (2016): 1105-1114.
24. Zhou, Rong, Zhisheng Zhang, Kunyyu Peng, Yang Mi, and Xiangsheng Huang. "Humanoid action imitation learning via boosting sample DQN in virtual demonstrator environment." In 2016 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP), pp. 1-9. IEEE, 2016.
25. Huang, Xiangsheng, Ziling Huang, Ming Lu, Pengcheng Ma, and Weili Ding. "A semi-global matching method for large-scale light field images." In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1646-1650. IEEE, 2016.
26. Hwang, Wonjun, Xiangsheng Huang, Stan Z. Li, and Junmo Kim. "Face recognition using Extended Curvature Gabor classifier bunch." Pattern Recognition 48, no. 4 (2015): 1247-1260.
27. Ding, Weili, Pengcheng Ma, Ming Lu, and Xiangsheng Huang. "High resolution light field depth reconstruction algorithm based on priori likelihood." Acta Optica Sinica 35, no. 7 (2015): 0715002.
28. Lei, Zhen, Dong Yi, Xiangsheng Huang, and Stan Z. Li. "Subspace learning with frequency regularizer: Its application to face recognition." In 2015 International Conference on Biometrics (ICB), pp. 481-486. IEEE, 2015.
29. Guo, Tianchu, Xiaoyu Wu, Lei Yang, Xiangsheng Huang, and Mingyue Yu. "Body part recognization base on hierarchy random forest with feature Pre-selection." In 2014 12th International Conference on Signal Processing (ICSP), pp. 1230-1235. IEEE, 2014.
30. Feng, Bailan, Jinfeng Bai, Zhineng Chen, Xiangsheng Huang, and Bo Xu. "Anchor shot detection with deep neural network." In Pacific Rim Conference on Multimedia, pp. 304-312. Springer, Cham, 2014.
31. Huang, Xiangsheng, Xinghao Chen, Tao Tang, and Ziling Huang. "Marching cubes algorithm for fast 3D modeling of human face by incremental data fusion." Mathematical Problems in Engineering 2013 (2013).
32. Wu, Guang Wen, Xiang Sheng Huang, and Wen Long Hu. "A Novel Method for Solution of the Division Operation on ARM7 Microcontroller." In Advanced Materials Research, vol. 718, pp. 2418-2421. Trans Tech Publications Ltd, 2013.
33. Huang, Xiangsheng, Zhen Lei, Mingyu Fan, Xiao Wang, and Stan Z. Li. "Regularized discriminative spectral regression method for heterogeneous face matching." IEEE Transactions on Image Processing 22, no. 1 (2012): 353-362.
34. He, Zheng Quan, Yu Lin Li, Xiang Sheng Huang, De Pong Kong, Min Rui Zhang, and Xiao Yi Guo. "Real-time three-dimensional object capturing and mapping with optical correlators." In Advanced Materials Research, vol. 586, pp. 374-377. Trans Tech Publications Ltd, 2012.
35. Wonjun Hwang, Xiangsheng Huang, Kyungshik Roh, and Junmo Kim. "Face recognition system using Extended Curvature Gabor classifier bunch for low-resolution face image." Computer Vision and Pattern Recognition Workshops (CVPRW), 2011 IEEE Computer Society Conference on IEEE, 2011.
36. Huang, Xiangsheng, Jie Wang, Mandun Zhang, and Jun Zhai. "Gradual-SURF." In 2011 4th International Congress on Image and Signal Processing, vol. 2, pp. 906-909. IEEE, 2011.
37. Xiaoming, Guan, Huang Xiangsheng, and Wang Huaiping. "Notice of Retraction: How to build up the teaching mode of develop thinking." In 2011 International Conference on E-Business and E-Government (ICEE), pp. 1-3. IEEE, 2011.
38. Zhou, Mingcai, Yangsheng Wang, and Xiangsheng Huang. "Real-time 3D face and facial action tracking using extended 2D+ 3D AAMs." In 2010 20th International Conference on Pattern Recognition, pp. 3963-3966. IEEE, 2010.
39. Huang, Xiangsheng, and Lujin Gong. "Shortest path based planar graph cuts for bi-layer segmentation of binocular stereo video." In Asian Conference on Computer Vision, pp. 82-91. Springer, Berlin, Heidelberg, 2010.
40. Huang, Xiangsheng, Lujin Gong, and Xiaoyan Wang. "Fast Facial Fitting Based on Mixture Appearance Model with 3D Constraint." In 2010 Chinese Conference on Pattern Recognition (CCPR), pp. 1-5. IEEE, 2010.
41. Xu, Guoqing, Yangsheng Wang, Mingcai Zhou, and Xiangsheng Huang. "A reflection and occlusion robust eye center searching algorithm." In 2010 Chinese Conference on Pattern Recognition (CCPR), pp. 1-5. IEEE, 2010.
42. Wang, Xiaoyan, Xiangsheng Huang, Huiwen Cai, and Xin Wang. "A head pose and facial actions tracking method based on effecient online appearance models." WSEAS Transactions on Information Science and Applications 7, no. 7 (2010): 901-911.
43. Huang, Xiangsheng, Stan Z. Li, and Yangsheng Wang. "Jensen-shannon boosting learning for object recognition." In 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), vol. 2, pp. 144-149. IEEE, 2005.
44. Lu, Peng, Xiangsheng Huang, Xinshan Zhu, and Yangsheng Wang. "Head gesture recognition based on bayesian network." In Iberian Conference on Pattern Recognition and Image Analysis, pp. 492-499. Springer, Berlin, Heidelberg, 2005.
45. Huang, Xiangsheng, and Yangsheng Wang. "Boosting statistical local feature based classifiers for face recognition." In Iberian Conference on Pattern Recognition and Image Analysis, pp. 51-58. Springer, Berlin, Heidelberg, 2005.
46. Jun Liu, Xiangsheng Huang and Yangsheng Wang. "Removing Shadows from Face Images Using ICA." Iberian Conference on Pattern Recognition and Image Analysis Springer, Berlin, Heidelberg, 2005.
47. Gao, Yong, Xinshan Zhu, Xiangsheng Huang, and Yangsheng Wang. "A voting method and its application in precise object location." In International Conference on Affective Computing and Intelligent Interaction, pp. 48-55. Springer, Berlin, Heidelberg, 2005.
48. Zhang, Guangcheng, Xiangsheng Huang, Stan Z. Li, Yangsheng Wang, and Xihong Wu. "Boosting local binary pattern (LBP)-based face recognition." In Chinese Conference on Biometric Recognition, pp. 179-186. Springer, Berlin, Heidelberg, 2004.
49. Huang, Xiangsheng, Stan Z. Li, and Yangsheng Wang. "Shape localization based on statistical method using extended local binary pattern." In Third International Conference on Image and Graphics (ICIG'04), pp. 184-187. IEEE, 2004.
50. Zhou, Xiaoxu, Xiangsheng Huang, and Yangsheng Wang. "Real-time facial expression recognition in the interactive game based on embedded hidden markov model." In Proceedings. International Conference on Computer Graphics, Imaging and Visualization, 2004. CGIV 2004., pp. 144-148. IEEE, 2004.
51. Zhang, Lei, Stan Z. Li, Zhi Yi Qu, and Xiangsheng Huang. "Boosting local feature based classifiers for face recognition." In 2004 Conference on Computer Vision and Pattern Recognition Workshop, pp. 87-87. IEEE, 2004.
52. Huang, Xiangsheng, Stan Z. Li, and Yangsheng Wang. "Statistical learning of evaluation function for ASM/AAM image alignment." In International Workshop on Biometric Authentication, pp. 45-56. Springer, Berlin, Heidelberg, 2004.
53. Huang, Xiangsheng, Stan Z. Li, and Yangsheng Wang. "Learning with cascade for classification of non-convex manifolds." In 2004 Conference on Computer Vision and Pattern Recognition Workshop, pp. 66-66. IEEE, 2004.
54. Xiangsheng, Huang, Xu Bin, and Wang Yangsheng. "Shape localization by statistical learning in the Gabor feature space." In Proceedings 7th International Conference on Signal Processing, 2004. Proceedings. ICSP'04. 2004., vol. 2, pp. 1389-1392. IEEE, 2004.
55. Lu, Peng, XiangYong Zeng, Xiangsheng Huang, and Yangsheng Wang. "Navigation in 3D game by Markov model based head pose estimating." In Third International Conference on Image and Graphics (ICIG'04), pp. 493-496. IEEE, 2004.
56. Huang, Xiangsheng, Stan Z. Li, and Yangsheng Wang. "Evaluation of face alignment solutions using statistical learning." In Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings., pp. 213-218. IEEE, 2004.
57. Qi-bin, Hou, Wang Yang-sheng, Huang Xiang-sheng, and Zhou Xiao-xu. "Image Encryption Combining EZW and AES." Journal of University of Chinese Academy of Sciences 21, no. 1 (2004): 119.
58. Zhou, Xiaoxu, Xiangsheng Huang, Bin Xu, and Yangsheng Wang. "Real-time facial expression recognition based on boosted embedded hidden Markov model." In Third International Conference on Image and Graphics (ICIG'04), pp. 290-293. IEEE, 2004.
59. Yang, Xiaofan, Qibin Hou, Xiangsheng Huang, and Hengnong Xuan. "The difference between the domination number and the minus domination number of a cubic graph." Applied mathematics letters 16, no. 7 (2003): 1089-1093.
