高林  副研究员  

研究方向:3D几何处理;计算机图形学;三维计算机视觉;深度几何学习

所属部门:前瞻研究实验室

导师类别:博导计算机应用技术

联系方式:gaolin@ict.ac.cn

个人网页:www.geometrylearning.com/cn

简       历:

20206月— 今:杭州分所智能图形计算研究中心主任

201912月— 今:博士生导师

20169月 — 今:前瞻研究实验室,副研究员

20162月 — 20172月:德国亚琛工业大学, 公派访问学者

20147月 — 20169月:前瞻研究实验室,助理研究员

20097月 — 20147月:清华大学,计算机科学与技术系,工学博士

20059月 — 20096月:四川大学,数学学院,理学学士

个人主页:www.geometrylearning.com/cn 

主要论著:

*为通讯作者

[1] Shu-Yu Chen#, Wanchao Su#, Lin Gao*, Shihong Xia, Hongbo Fu. DeepFaceDrawing: Deep Generation of Face Images from Sketches. ACM Transactions on Graphics (SIGGRAPH 2020), 2020, 39(4), 72:1-72:16 (CCF A类期刊论文,项目链接: http://geometrylearning.com/DeepFaceDrawing/) 

[2] Lin Gao, Jie Yang, Tong Wu, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai, Hao Zhang. SDM-NET: Deep Generative Network for Structured Deformable Mesh. ACM Transactions on Graphics (SIGGRAPH ASIA 2019), 2019, 37(6), 243:1-243:15 (CCF A类期刊论文) 

[3] Lin Gao, Jie Yang, Yi-Ling Qiao, Yu-Kun Lai, Paul Rosin, Weiwei Xu, Shihong Xia. Automatic Unpaired Shape Deformation Transfer, ACM Transactions on Graphics (SIGGRAPH ASIA 2018), 2018, 37(6), 237:1-237:15 (CCF A类期刊论文,乔怿凌同学是国科大第二届本科生) 

[4] Lin Gao, Yu-Kun Lai, Dun Liang, Shu-Yu Chen, Shihong Xia. Efficient and Flexible Deformation Representation for Data-Driven Surface Modeling, ACM Transactions on Graphics (Presented at SIGGRAPH 2016),2016, 35(5),158:1-158:17 (CCF A类期刊论文) 

[5] Lin Gao, Ling-Xiao Zhang, Hsien-Yu Meng, Yi-Hui Ren, Yu-Kun Lai, Leif Kobbelt. PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models. IEEE Transactions on Visualization and Computer Graphics, To Appear  (CCF A类期刊论文,任轶慧同学是国科大第四届本科生) 

[6] Shu-Yu Chen#, Jia-Qi Zhang#, Lin Gao*, Yue He, Shihong Xia, Min Shi, Fang-Lue Zhang. Active Colorization for Cartoon Line Drawing. IEEE Transactions on Visualization and Computer Graphics, To AppearCCF A类期刊论文)

[7] Yi-Ling Qiao, Lin Gao*, Jie Yang, Paul L. Rosin, Yu-Kun Lai, Xilin Chen. Learning on 3D Meshes with Laplacian Encoding and Pooling. IEEE Transactions on Visualization and Computer Graphics, To AppearCCF A类期刊论文,乔怿凌同学是国科大第二届本科生)

[8] Lin Gao, Yu-Kun Lai, Jie Yang, Ling-Xiao Zhang, Shihong Xia, Leif Kobbelt. Sparse Data Driven Mesh Deformation. IEEE Transitions on Visualization and Computer Graphics, 2019 (CCF A类期刊论文) 

[9] Mingze Yuan, Lin Gao*, Hongbo Fu, Shihong Xia. Temporal Upsampling of Depth Maps Using a Hybrid Camera. IEEE Transitions on Visualization and Computer Graphics, 2019, 25(3), 1591-1602  (CCF A类期刊论文) 

[10] Yu-Jie Yuan, Yu-Kun Lai, Jie Yang, Qi Duan, Hongbo Fu, Lin Gao*. Mesh Variational Autoencoders with Edge Contraction Pooling. Learning 3D Generative Models, CVPR 2020 Workshop 

[11] Jianda Zhang, Chunpeng Li, Qiang Song, Lin Gao, Yu-Kun Lai. Automatic 3D Tooth Segmentation using Convolutional Neural Networks in Harmonic Parameter Space. Graphical Models, 109, 101071CCF B类期刊论文)

[12] Yun-Peng Xiao, Yu-Kun Lai, Fang-Lue Zhang, Chunpeng Li, Lin Gao*. A Survey on Deep Geometry Learning: From a Representation Perspective. Computational Visual Media, 2020, 6, 113-133 

[13] Qingyang Tan, Zherong Pan, Lin Gao, Dinesh Manocha. Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding. IEEE Robotics and Automation Letters, 2020, 5(2), 2325-2332  

[14] Shaojun Bian, Anzong Zheng, Lin Gao, Greg Maguire, Willem Kokke, Jon Macey, Lihua You, Jian-Jun Zhang. Fully Automatic Facial Deformation Transfer. Symmetry, 2020, 12(1), 27 

[15] Hsien-Yu Meng, Lin Gao*, Yu-Kun Lai, Dinesh Manocha, VV-Net: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation, ICCV 2019, 2019 (CCF A类会议论文) 

[16] Yu-Jie Yuan, Yu-Kun Lai, Tong Wu, Shihong Xia, Lin Gao*, Data-Driven Weight Optimization for Real-Time Mesh Deformation, Graphical Models, 2019, 104, 1-10 (CCF B类期刊论文) 

[17] Yu-Hui Wen, Lin Gao*, Hongbo Fu, Fang-Lue Zhang, Shihong Xia. Graph CNNs with Motif and Variable Temporal Block for Skeleton-based Action Recognition. AAAI 2019, 8989-8996 (CCF A类会议论文) 

[18] Yi-Ling Qiao, Lin Gao*, Yu-Kun Lai, Fang-Lue Zhang, Ming-Ze Yuan, Shihong Xia. SF-Net: Learning Scene Flow from RGB-D Images with CNNs, The British Machine Vision Conference (BMVC), 2018 (CCF 推荐会议,乔怿凌同学是国科大第二届本科生)      

[19] Qingyang Tan, Lin Gao*, Yu-Kun Lai, Jie Yang, Shihong Xia, Mesh-based Autoencoders for Localized Deformation Component Analysis, AAAI 2018 (spotlight), 2018, 2452-2459 (CCF A类会议论文,谈清扬同学是国科大首届本科生) 

[20] Qingyang Tan, Lin Gao*, Yu-Kun Lai, Shihong Xia, Variational Autoencoders for Deforming 3D Mesh Models, CVPR 2018, 2018, 5841-5850 (CCF A类会议论文,谈清扬同学是国科大首届本科生) 

[21] Shu-Yu Chen, Lin Gao*, Yu-Kun Lai, Paul L. Rosin, Shihong Xia, Real-time 3D Face Reconstruction and Gaze Tracking for Virtual Reality, IEEE Virtual Reality 2018, 2018, 525-526 (CCF A类会议论文) 

[22] Jie Yang, Lin Gao*, Yu-Kun Lai, Paul Rosin, Shihong Xia, Bi-harmonic Deformation Transfer with Automatic Key Point Selection, Graphical Models, 2018, 98 , 1-13 (CCF B类期刊论文) 

[23] Lin Gao, Shu-Yu Chen, Yu-Kun Lai, Shihong Xia. Data-driven shape interpolation and morphing editing, Computer Graphics Forum Presented at Eurographics 2017, 2017, 36(8), 19-31(CCF B类期刊论文) 

[24] Shu-Yu Chen, Lin Gao*, Yu-Kun Lai, Shihong Xia, Rigidity controllable as-rigid-as-possible shape deformation, Graphical Models, 2017, 91, 13-21 (CCF B类期刊论文) 

[25] Shihong Xia, Lin Gao*, Yu-Kun Lai, Ming-Ze Yuan, Jinxiang Chai, A Survey on Human Performance Capture and Animation, Journal of Computer Science and Technology, 2017, 32(3), 536-554 (CCF B类期刊论文) 

[26] Lin Gao, Yan-Pei Cao, Yu-Kun Lai, Hao-Zhi Huang, Leif Kobbelt, Shi-Min Hu. Active Exploration of Large 3D Model Repositories. IEEE Transactions on Visualization and Computer Graphics, 2015, 21(12), 1390-1402 (CCF A类期刊论文) 

[27] Lin Gao, Yu-Kun Lai, Qi-Xing Huang, Shi-Min Hu, A data-driven approach to realistic shape morphing, Computer Graphics ForumEurographics 2013, 2013, 32(2), 449-457 (CCF B类期刊论文) 

[28] Qixing Huang, Guoxin Zhang, Lin Gao, Shi-Min Hu, Adrian Bustcher, Leonidas Guibas. An Optimization Approach for Extracting and Encoding a Consistent Maps in a Shape Collection, ACM Transactions on GraphicsSIGGRAPH ASIA 2012, 2012, 31(6), 167:1--167:11 (CCF A类期刊论文) 

[29] Lin Gao, Guo-Xin Zhang, Yu-Kun Lai, Lp Shape Deformation, Science China Information Sciences, 2012, 55(5), 983-993 (CCF B类期刊论文)

科研项目:

[1] 英国皇家学会牛顿高级学者基金,Deep Representations for Analysis and Reconstruction of 3D Shapes with Complex Structure and Rich Details2019/12-2021/1174000英镑,在研,主持

[2] 国家自然科学基金面上项目,61872440,数据驱动的三维模型合成技术研究,2019/01-2022/1263万元, 在研,主持

[3] 中国科学院计算技术研究所创新课题,深度几何学习基础与应用, 2019/05-2021/04, 100万元,在研,主持

[4] 中国科协青年人才托举工程,2017-201945万元,在研,主持

[5] 中国科学院青年创新促进会,2019-202280万元,在研,主持

[6] 中科院计算所百星计划,2017-202010万元,在研,主持

[7] 国际科技合作/港澳台科技合作专项,基于深度生成网络的高质量三维模型的重建与绘制方法,2019/8-2021/7, 100万元,在研,子课题负责人

[8] 北京市自然科学基金-海淀原始创新联合基金重点研究项目,L182016,体数据实时变形与交互操作及其在肺癌手术仿真的应用,2018/12-2021/1298万元,在研,子课题负责人 

[9] 深圳市大数据研究院开放课题基金,基于智能几何处理的肺癌手术导航与仿真,2019/07-2021/06, 80万元,在研,子课题负责人

[10] CCF-腾讯犀牛鸟基金,基于单目图像和深度生成网络的高质量三维模型重建方法,2020/03-2021/03, 60万元,在研,主持 

[11] 腾讯AI Lab犀牛鸟专项研究计划(Tencent AI Lab Rhino-Bird Focused Research ProgramNo. JR202024),JR202024,高质量人体动作迁移视频的合成方法研究,2020/03-2021/03, 30万元,在研,主持

[12] 国家自然科学基金海外及港澳学者合作研究基金,61828204,基于单目图像的数据驱动几何模型重建,2019/01-2020/12, 18万元,在研,中方主持

[13] 国家自然科学基金青年基金,61502453,数据驱动的非刚体几何模型注册新方法研究、2016/1-2018/1224万元,在研,主持

[14] 开放课题: 虚拟现实技术与系统国家重点实验室;模式识别国家重点实验室; 浙江大学CAD&CG国家重点实验室;移动计算与新型终端北京市重点实验室,2019/01-2020/12,在研,主持 

[15] 国家自然科学基金国际(地区)合作与交流项目,616113021,基于数据驱动非刚体注册的人体运动重建,2016/4-2018/3,人民币9.97万元+英镑1万元,已结题,主持

[16] 华为研究课题,三维模型变形与合成研究,2018-2019, 35万元,在研,主持

[17] 商汤青年科研基金,三维体数据的表示方法,2018-201920万元,在研,主持

[18] 中科院计算所-好未来联合实验室,2019-202030万元,在研,主持

[19] CCF-腾讯犀牛鸟科研基金,基于条件生成对抗网络的线稿图着色方法,2018/8-2019/815万元,在研,主持 

[20] CCF-腾讯犀牛鸟科研基金,虚拟人物头肩模型研究,2016/8-2017/812万元,已结题,主持

获奖及荣誉:

[1] 英国皇家学会牛顿高级学者, 2019 

[2] CCF-腾讯犀牛鸟基金卓越奖, 2019 

[3] 曙光奖教金, 2019 

[4] 中科院计算所优秀科研人员, 2019 

[5] 陆增镛CAD&CG高科技奖二等奖, 2019 

[6] CCF科学技术奖技术发明一等奖, 2018 

[7] 中科院计算所卓越之星, 2017 

[8] 中科院计算所优秀科研人员, 2017 

[9] 中国仿真学会科技进步类一等奖, 2017 

[10] 中国科协青年人才托举工程, 2017 

[11] 中科院计算所百星计划,2017 

[12] 中科院计算所优秀科研人员, 2015 

[13] 移动计算与新型终端北京市重点实验室优秀论文一等奖, 2015 

[14] 清华大学计算机科学与技术系优秀毕业生,2013 

[15] 博士生国家奖学金,2013