金小刚
教授
个人简介
(友情提醒 本单位有两位同名同姓的金小刚老师。同学在联系读研、读博时,如果有志于研究计算机图形学、计算机动画、虚拟现实或相关方向,请联系我 jin@cad.zju.edu.cn) 博士,教授(二级),博士生导师。1989年于浙江大学计算机系获学士学位,1992年、1995年分别于浙江大学应用数学系获计算几何与图形学硕士、博士学位。自1995年至今为浙江大学CAD&CG国家重点实验室固定研究人员,1997年晋升为副研究员,2000年晋升为研究员(教授),2001年获得博士生导师资格。曾赴日本广岛大学、香港城市大学、德国国家信息研究中心(GMD) 、香港科技大学和香港中文大学进行访问和合作研究。“十三五”国家重点研发计划首席科学家,第九届霍英东青年教师基金、浙江省杰出青年基金获得者,入选教育部新世纪优秀人才支持计划、浙江省“新世纪151人才工程”。浙江大学-腾讯游戏智能图形创新技术联合实验室主任,浙江省虚拟现实产业联盟理事长,中国虚拟现实技术与产业创新平台副理事长、专家委员会委员,上海市元宇宙产业发展专家咨询委员会专家,杭州市钱江特聘专家,民进浙大委员会副主委。中国系统仿真学会理事、中国计算机学会虚拟现实与可视化专委会副主任委员、ACM中国会议委员会委员,江苏省媒体设计与软件技术重点实验室学术委员会委员。《计算机辅助设计与图形学学报》、《现代电影技术》、《Frontiers in Virtual Reality》等国内外学术期刊编委。主持和完成国家重点研发计划、国家自然科学基金、973课题、863项目、浙江省重点研发计划、浙江省自然科学基金重点项目等50多项。主要从事计算机动画、虚拟现实、计算机图形、数字化服装、数字医疗、人工智能应用等方面的研究,在影视特效、交通仿真(无人驾驶)、个性化食品打印、布料动画和虚拟试衣、创意性三维建模、隐式曲面计算、非真实感绘制、纹理设计与合成、数字化三维人脸美化、计算机艺术、牙齿隐形矫治、表情动画等理论和方法方面取得了重要进展,获授权国家发明专利40多项,发表学术论文200多篇,其中在ACM TOG (Proc. of Siggraph、Siggraph Asia)、IEEE TVCG、IEEE TIP等国际重要学术刊物上发表论文180多篇,出版合著3本,Google Scholar引用6000多次。获2008年教育部高等学校科学研究优秀成果奖自然科学奖一等奖、2023年浙江省科技进步一等奖、2017年浙江省科技进步二等奖、2023年江西省技术发明二等奖、2008年陆增镛CAD&CG高科技奖一等奖、2015年美国计算机学会服务奖(ACM Recognition of Service Award)、2000年浙江省科技进步三等奖,2020年华为菁英人才贡献奖、2023年浙江大学首届光谷成果转化奖等。获第18届几何建模与处理国际会议(GMP'2024)最佳论文奖、国际计算机动画学术会议CASA'2017、CASA'2018最佳论文奖,《计算机真实感图形的算法基础》获2001年国家科技图书二等奖。 更详细简历,见 http //www.cad.zju.edu.cn/home/jin/ 出版著作 l 彭群生,鲍虎军,金小刚,《计算机真实感图形的算法基础》,科学出版社,1999年6月。 l 鲍虎军,金小刚,彭群生,《计算机动画的算法基础》,浙江大学出版社(九五重点图书),2000年12月。 l 彭群生,金小刚,万华根,冯结青,《计算机图形学应用基础》,科学出版社(普通高等教育“十一五”国家级规划教材),2009年3月。 奖励荣誉 l 鲍虎军,金小刚,冯结青,张纪文,蔺宏伟, 张宏鑫,《复杂对象的几何表示与计算理论和方法》,高等学校自然科学奖一等奖,国家教育部,2008年12月。 l 王勋,杨柏林,杨文武,金小刚,任重,侯启明,王慧燕,沈玉良,胡玉彪,宋超,金剑秋,余晓亮,沈杰,《网络互动媒体计算关键技术及应用》,浙江省科技进步二等奖,2017年12月。 l 论文"Sketch-based Shape-preserving Tree Animations" 获CASA 2018最佳论文奖。 l 论文“Topologically Consistent Leafy Tree Morphing”获CASA 2017最佳论文奖。 l 金小刚,获ACM Recognition of Service Award, March, 5, 2015。 l 金小刚获2008年度陆增镛CAD&CG高科技奖一等奖。 l 《计算机真实感图形的算法基础》获2001年国家科技图书二等奖(国家新闻出版署)。 l 彭群生,鲍虎军,金小刚,冯结青,吕思超,《计算机动画算法及应用》,浙江省科技进步三等奖,2000年6月。 l 获1998年度浙江大学“竺可桢基金优秀教师奖”,1998年12月。 l 获2000年度“中兴通讯奖 (青年优秀论文奖) ”。 l 《Interactive Control of Large-Crowd Navigation in Virtual Environments Using Vector Fields》获得2010年中国系统仿真学会“学会年度优秀论文”。
研究领域
计算机动画 虚拟现实 数字化服装 数字化医疗 交通仿真(无人驾驶)
近期论文
Qianwen Chao, Pengfei Liu, Yi Han, Yingying Lin, Chaoneng Li, Qiguang Miao, and Xiaogang Jin*, 'A Calibrated Force-based Model for Mixed Traffic Simulation', IEEE Transactions on Visualization and Computer Graphics, 2022 (Accepted). Ruifan Cai, Honglin Li, Jun Xie, Xiaogang Jin*, 'Accurate floorplan reconstruction using geometric priors, ' Computers & Graphics, 2022 (Accepted). Qinjie Xiao, Hanyuan Zhang, Zhaorui Zhang, Yiqian Wu, Luyuan Wang, Xiaogang Jin*, Xinwei Jiang, Yongliang Yang, Tianjia Shao, Kun Zhou, 'EyelashNet: A Dataset and A Baseline Method for Eyelash Matting', ACM Transactions on Graphics (Proc. Siggraph Asia 2021), 2021, 40(6): Article 217. Wanglong Lu, Hanli Zhao, Qi He, Hui Huang, Xiaogang Jin, 'Category-consistent deep network learning for accurate vehicle logo recognition ', Neurocomputing, 2021, 463: 623-636. Xiangjun Tang, Wenxin Sun, Yongliang Yang, Xiaogang Jin*, 'Parametric Reshaping of Portraits in Videos', Proceedings of the 29th ACM International Conference on Multimedia (MM '21), Oral Presentation, pp. 4689-4697, October 20--24, 2021. Zhiyuan Liang, Kan Guo, Xiaobo Li, Xiaogang Jin*, and Jianbing Shen, 'Person Foreground Segmentation by Learning Multi-domain Networks, ' IEEE Transactions on Image Processing, 2021, 30(?)(Accepted). Nannan Wu, Qianwen Chao, Yanzhen Chen, Weiwei Xu, Chen Liu, Dinesh Manocha, Wenxin Sun, Yi Han, Xinran Yao, Xiaogang Jin*, ‘AgentDress: Realtime Clothing Synthesis for Virtual Agents using Plausible Deformations’, IEEE Transactions on Visualization and Computer Graphics, 2021, 27(11): 4107-4118. Xinyang Guan, Likang Luo, Honglin Li, He Wang, Chen Liu, Su Wang and Xiaogang Jin*, ‘Automatic embroidery texture synthesis for garment design and online display,’ The Visual Computer (Special Issue of CGI 2021), Springer, 2021, 37(9-11): 2553 - 2565. Jinkai Hu, Milo K. Yip, Guillermo Elias Alonso, Shihao Gu, Xiangjun Tang and Xiaogang Jin*, ‘Efficient Real-time Dynamic Diffuse Global Illumination Using Signed Distance Fields’, The Visual Computer (Special Issue of CGI 2021), Springer, 2021, 37(9-11): 2539–2551. Yiqian Wu, Yongliang Yang, Qinjie Xiao, Xiaogang Jin*, ‘Coarse-to-Fine: Facial Structure Editing of Portrait Images via Latent Space Classifications,’ ACM Transactions on Graphics (Proc. Siggraph 2021), 2021, 40(4): Article 46. Zhenyu Shu, Sipeng Yang*, Shiqing Xin, Chaoyi Pang, Xiaogang Jin*, Ladislav Kavan, and Ligang Liu, ‘Detecting 3D Points of Interest using Projective Neural Networks,’ IEEE Transactions on Multimedia, 2021, 23 (Accepted). Luyuan Wang, Honglin Li, Qinjie Xiao, Xinran Yao, Xiaoyu Pan, Yuqing Zhang, Xiaogang Jin*, ‘Automatic Pose and Wrinkle Transfer for Aesthetic Garment Display’, Computer-Aided Geometric Design, 2021, 89: 102020. Honglin Li, Xiaoyang Mao, Mengdi Xu, Xiaogang Jin*, ‘Deep-based Self-refined Face-top Coordination’, ACM Transactions on Multimedia Computing, Communications, and Applications, 2021, 17(3): Article 95. pp 1–23. Qinjie Xiao, You Wu, Dinghong Wang, Yong-Liang Yang, Xiaogang Jin*, ‘Beauty3DFaceNet: Deep Geometry and Texture Fusion for 3D Facial Attractiveness Prediction,’ Computers & Graphics, 2021, 98: 11-18. Xiaoyu Pan, Jiancong Huang, Jiaming Mai, He Wang, Honglin Li, Tongkui Su, Wenjun Wang, Xiaogang Jin*, ‘HeterSkinNet: A Heterogeneous Network for Skin Weights Prediction,’ Proceedings of the ACM on Computer Graphics and Interactive Techniques (PACMCGIT) (Special Issue of ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games 2021), 2021, 4(1): Article No.: 10, pp 1–19. Qiang Chen, Guoliang Luo, Yang Tong, Xiaogang Jin, Zhigang Deng, ‘A Linear Wave Propagation based Simulation Model for Dense and Polarized Crowds,’ Computer Animation and Virtual Worlds, 2020, 32:e1977. Yi Han, Qianwen Chao, and Xiaogang Jin*, ‘A Simplified Force Model for Mixed Traffic Simulation,’ Computer Animation and Virtual Worlds, 2020, 32:e1974. Zhiyong Chen, Ronghui Wu, Shihui Guo, Xiangyang Liu, Hongbo Fu, Xiaogang Jin, and Minghong Liao, ‘3D Upper Body Reconstruction with Sparse Soft Sensors,’ Soft Robotics, Mary Ann Liebert, Inc., 2021, 8(2): 226–239. Zihuai Zhou, Leiqing Zhang, Jiachen Li, Ying Shi, Zhifang Wu, Haiyan Zheng, Zhe Wang, Weijia Zhao, Haihua Pan, Qi Wang, Xiaogang Jin, Xing Zhang, Ruikang Tang and Baiping Fu, ‘Polyelectrolyte-calcium Complexes as a Pre-precursor Induce Biomimetic Mineralization of Collagen’, Nanoscale, 2021, 13(2): 953-967. Jiaping Ren, Wei Xiang, Yangxi Xiao, Ruigang Yang, Dinesh Manocha, and Xiaogang Jin*, ‘Heter-Sim: Heterogeneous Multi-Agent Systems Simulation by Interactive Data-Driven Optimization,’ IEEE Transactions on Visualization and Computer Graphics, 2021, 27(3): 1953-1966. Ruifan Cai, Yingying Lin, Honglin Lin, Yuzhen Zhu, Xiangjun Tang, Yanjun Weng, Lihua You, Xiaogang Jin*, ‘Wowtao: A personalized pottery-making system’, Computers in Industry, 2021, 124: 103325. Qinjie Xiao, Xiangjun Tang, You Wu, Leyang Jin, Yongliang Yang, Xiaogang Jin,"Deep Shapely Portraits", ACM Multimedia 2020, ACM Press, 12-16 October 2020 Seattle, United States. Wei Xiang, Xinran Yao, He Wang, Xiaogang Jin, "FASTSWARM: A Data-driven FrAmework for Real-time Flying InSecT SWARM Simulation", Computer Animation and Virtual Worlds, Wiley, 2020, 31(4-5): e1957. Xiaoqiang Zhu, Chenze Song, Mengyao Zhu, Xiangyang Wang, Lihua You, Xiaogang Jin, "Barycentric Convolution Surfaces Based on General Planar Polygon Skeletons", Graphical Models, Elsevier, 2020, 109: 101069. Hanli Zhao, Xiaqing Qiu, Wanglong Lu, Hui Huang, Xiaogang Jin, "High-quality Retinal Vessel Segmentation Using Generative Adversarial Network with a Large Receptive Field", International Journal of Imaging Systems and Technology, Wiley, 2020, 30(3): 828-842. Hailong Hu, Zhong Li, Xiaogang Jin, Zhigang Deng, Yi Shen, and Minhong Chen, "Curve Skeleton Extraction from 3D Point Clouds through Hybrid Feature Point Shifting and Clustering", Computer Graphics Forum, Wiley, 2020, 39(6): 111-132. Xiaoyu Cui, Ruifan Cai, Xiangjun Tang, Zhigang Deng, and Xiaogang Jin, "Sketch-based Shape-constrained Fireworks Simulation in Head Mounted Virtual Reality", Computer Animation and Virtual Worlds, Wiley, 2020, 31(2): e1920 (Featured Cover). Guoliang Luo, Zhigang Deng, Xin Zhao, Xiaogang Jin, Wei Zeng,Wenqiang Xie, and Hyewon Seo, "Spatio-temporal Segmentation based Adaptive Compression of Dynamic Mesh Sequences", ACM Transactions on Multimedia Computing, Communications, and Applications, ACM Press, 2020, 16(1): article 14. Bo Wang, Quan Chen, Min Zhou, Zhiqiang Zhang, Xiaogang Jin, Kun Gai, "Progressive Feature Polishing Network for Salient Object Detection," Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI'2020), pp. 12128-12135, 2020. Qianwen Chao, Zhigang Deng, Yangxi Xiao, Dunbang He, Qiguang Miao, and Xiaogang Jin, "Dictionary-based Fidelity Measure for Virtual Traffic," IEEE Transactions on Visualization and Computer Graphics, 2020, 26(3): 1490-1501.