个人资料
- 部门: 计算机科学与技术学院
- 毕业院校: 清华大学
- 学位: 工学博士
- 学历: 博士研究生
- 邮编:
- 联系电话:
- 传真:
- 电子邮箱: hcsong@cs.ecnu.edu.cn
- 办公地址:
- 通讯地址:
教育经历
2011.09至2015.07:北京,清华大学,计算机科学与技术系,博士研究生 于清华大学CG&CAD研究所,师从雍俊海教授,从事计算机图形学研究,获得工学博士学位 2008.09至2011.07:北京,清华大学,软件学院,硕士研究生 于清华大学CG&CAD研究所,师从雍俊海教授,从事计算机图形学研究,获得软件工程硕士学位 2004.09至2008.07:北京,北京理工大学,软件学院,获工学学士学位
工作经历
2018.4至今:上海,华东师范大学,计算机科学与软件工程学院,计算机科学与技术学院,副研究员,副教授 从事3D打印、计算机视觉研究 2015.09至2018.1:法国,南锡(Nancy),法国国家信息与自动化研究所(INRIA),博士后研究员 师从Sylvain Lefebvre教授,从事3D打印研究
研究方向
2015年博士毕业于清华大学计算机科学与技术系,师从雍俊海教授,从事计算机图形学、计算机辅助设计的研究;2015年至2018年于法国国家信息与自动化研究所(INRIA)担任博士后,师从Sylvain Lefebvre,从事三维打印的研究;2018年至今,于华东师范大学计算机科学与软件工程学院担任副研究员、副教授,结合多媒体与视觉实验室的研究特点,开展了结合计算机视觉的研究。 主要研究方向包括:计算机辅助设计、三维打印、计算机视觉等。
开授课程
“深度学习与人工智能”,马利庄,宋海川,2019春,2020春 “高级人工智能”,马利庄,宋海川,2021春 “计算机辅助智能制造”(本科生课程),宋海川,2021春 “计算机辅助设计”,宋海川,2021春 “深度学习理论与视觉应用”,马利庄,宋海川,2022春 “计算机辅助智能制造”(本科生课程),宋海川,2022春 “计算机辅助设计”,宋海川,2022春
科研项目
三维模型轻量化晶格交互建模系统研究,横向项目,2021,09-2022,09,200万元,负责人:宋海川 面向多材料三维打印的智能模型处理与工艺规划,61902129,国家自然科学基金(青年项目),2020,01-2022,12,25万元,负责人:宋海川
面向多材料三维打印的智能模型获取与切片,19PJ1403100,上海市科学技术委员会(上海市科技人才计划项目),2019,10-2021,09,30万元,负责人:宋海川
人工智能与计算机视觉技术应用研究,15901-412311-19153,腾讯科技(横向项目),2018,12-2020,06,50万元,负责人:宋海川
熔融沉积三维打印体外支撑设计理论与方法,61672307,国家自然科学基金(面上项目),2017,01-2020,12,65万元,负责人:雍俊海,本人排序:3
几何连续性可视化评估及构造理论与方法,61272235,国家自然科学基金(面上项目),2013,01-2016,12,80万元,负责人:雍俊海,本人排序:9
面向成套电气智能制造的工艺软件与知识库研发及应用示范,2015BAF23B03,科技部(国家科技支撑计划课题),2015,04-2017,12,201.6万元,负责人:雍俊海,本人为骨干参与人员
学术成果
Wang Yuan, Zhi-zhong Zhang, Cong Wang, Hai-Chuan Song, Yuan Xie, and Li-zhuang Ma. Task-level Self-supervision for Cross-domain Few-shot Learning. AAAI 2022.(CCF列表A类期刊) Jing-Yu Gong, Jia-Chen Xu, Xin Tan, Hai-Chuan Song, Yan-Yun Qu, Yuan Xie, Li-Zhuang Ma. Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning. CVPR 2021.(CCF列表A类期刊) 宋海川*, 雍俊海, 马利庄. 基于曲面均匀优化网格的自由曲面多点投影算法. 第二十三届计算机辅助设计与图形学(CAD& CG 2020). 2020.(大会最佳论文奖) 陈成伟, 院旺, 陈攀, 丁守鸿, 谢源, 宋海川*, 马利庄. Latent regularized generative adversarial network for face spoofing detection. 中国科学: 信息科学; doi: 10.1360/SSI-2020-0236.(CCF列表A类期刊) Cheng-Wei Chen , Jing Liu , Yuan Xie, Yin-Xiao Ban , Chun-Yun Wu, Yi-Qing Tao, Hai-Chuan Song. Latent Regularized Generative Dual Adversarial Network For Abnormal Detection. Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI-20). 2020.(CCF列表A类会议) Hai-Chuan Song, Jonàs Martínez, Pierre Bedell, Noémie Vennin, Sylvain Lefebvre. Colored Fused Filament Fabrication. ACM Transactions on Graphics (TOG), 2019, 38(5):141. DOI: https://doi.org/10.1145/3183793. (计算机图形学领域顶级期刊,CCF列表A类期刊,影响因子4.218) Jonas Martinez, Hai-Chuan Song, Jeremie Dumas, Sylvain Lefebvre. Orthotropic k-nearest foams for additive manufacturing. ACM Transactions on Graphics (TOG), 2017, 36(4):121.(计算机图形学领域顶级期刊,CCF列表A类期刊,影响因子4.218) Jonas Martinez, Samuel Hornus, Hai-Chuan Song, Sylvain Lefebvre. Polyhedral Voronoi diagrams for additive manufacturing. ACM Transactions on Graphics (TOG), 2018, 37(4): 15.(计算机图形学领域顶级期刊,CCF列表A类期刊,影响因子4.218) Hai-Chuan Song, Jun-Hai Yong, Yi-Jun Yang, Xiao-Ming Liu. Algorithm for orthogonal projection of parametric curves onto B-spline surfaces. Computer-Aided Design, 2011, 43(4):381-393.(计算机辅助设计领域顶级期刊,CCF列表B类期刊,影响因子2.444) Hai-Chuan Song, Nicolas Ray, Dmitry Sokolov, Sylvain Lefebvre. Anti-aliasing for fused filament deposition. Computer-Aided Design, 2017, 89:25-34.(计算机辅助设计领域顶级期刊,CCF列表B类期刊,影响因子2.444) Yang Lu, Kan-Le Shi, Jun-Hai Yong, He-Jin Gu, Hai-Chuan Song. A B-spline curve extension algorithm. Science China Information Sciences, 2016:1-9.(CCF列表A类期刊,影响因子1.628) Ke-Yue Zhang, Taiping Yao, Jian Zhang, Ying Tai, Shou-Hong Ding, Jilin Li, Fei-Yue Huang, Hai-Chuan Song, Lizhuang Ma. Face Anti-Spoofing via Disentangled Representation Learning. ECCV 2020. vol 12364. Springer, Cham. https://doi.org/10.1007/978-3-030-58529-7_38.(CCF列表B类会议) Xin-Chao Zeng, Cheng-Wei Chen, Chun-Yun Wu, Hai-Chuan Song*, Li-Zhuang Ma. Peanet: The Products of Experts Autoencoder for Abnormal Detection. 2020 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2020.(CCF列表B类会议) Jing Liu, Yuan Xie, Hai-Chuan Song, Wang Yuan, Li-Zhuang Ma, Residual Attention Network for Wavelet Domain Super-Resolution. 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020: 2033-2037, doi: 10.1109/ICASSP40776.2020.9053245.(CCF列表B类会议) Zukai Chen, Xin Tan, Hengliang Zhu, Shouhong Ding, Lizhuang Ma, Hai-Chuan Song*. Learning the spiral sharing network with minimum salient region regression for saliency detection. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019). (信号与处理领域顶级会议,CCF列表B类会议) Wang Yuan, Hai-Chuan Song*, Xin Tan, Chengwei Chen, Shouhong Ding, Lizhuang Ma. Object-level salience detection by progressively enhanced network. International Conference on Artificial Neural Networks (ICANN 2019). (CCF列表C类会议) Chengwei Chen, Zhizhong Zhang, Yuan Xie, Hai-Chuan Song, Lizhuang Ma. Non-Adversarial Novelty Detection with Generative Latent Nearest Neighbors. 2021 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2021.(CCF列表B类会议) Hai-Chuan Song, Kan-Le Shi, Jun-Hai Yong, Sen Zhang. Projecting points onto planar parametric curves by local biarc approximation. Pacific Graphics Short Papers. The Eurographics Association, 2014:31-36.(CCF列表B类会议) Hai-Chuan Song, Xin-Xu, Kan-Le Shi, Jun-Hai Yong. Projecting points onto planar parametric curves by local biarc approximation. Computers & Graphics, 2013, 38:183-190.(CCF列表C类期刊,影响因子1.176) Hai-Chuan Song, Kan-Le Shi, Jun-Hai Yong, Xin Qiao, Yang Lu. Parameter estimation of point projection on NURBS curves and surfaces. 2015 14th International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics). IEEE, 2015:41-48.(CCF列表C类会议) Hai-Chuan Song, Jun-Hai Yong. Algorithm for directional projection of parametric curves onto B-spline surfaces. Computer-Aided Design and Applications, 2014, 11(4):468-477.(EI索引) Yong Liu, Hai-Chuan Song, Jun-Hai Yong. Calculating Jacobian coefficients of primitive constraints with respect to Euler parameters. The International Journal of Advanced Manufacturing Technology, 2013, 67(9-12):2225-2231.(中科院JCR检索3区,影响因子2.209) Yong Liu, Hai-Chuan Song, Jun-Hai Yong. Solving under-constrained assembly problems incrementally using a kinematic. Computer-Aided Design and Applications, 2014, 11(4):417-425.(EI索引) Yang Lu, Kan-Le Shi, Jun-Hai Yong, Sen Zhang, Hai-Chuan Song. Corrigendum to “G2 B-spline interpolation to a closed mesh” [Computer-Aided Design 43 (2011) 145–160]. Computer-Aided Design, 2015, 59:155-157.(计算机辅助设计领域顶级期刊,CCF列表B类期刊,影响因子2.444) Yang Lu, Jun-Hai Yong, Kan-Le Shi, Hai-Chuan Song, Tian-Yu Ye. 3D B-spline curve construction from orthogonal views with self-overlapping projection segments. Computers & Graphics, 2016, 54:18-27.(CCF列表C类期刊,影响因子1.176)
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