Lin Gao


I am associate professor (PhD supervisor) with Institute of Computing Technology, Chinese Academy of Sciences, also the director of the Intelligent Graphics Laboratory (IGL), IDEI. I received my PhD degree from Tsinghua University in 2014 under guidance of Prof. Shi-Min Hu. I was a visiting professor in Prof. Leif Kobbelt group in RWTH Aachen University at 2016.

My research primarily centers on algorithmic issues in geometry learning, mesh processing, 3d computer vision.
中文


Research


2020

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

DeepFaceDrawing: Deep Generation of Face Images from Sketches
Shu-Yu Chen#, Wanchao Su#, Lin Gao*, Shihong Xia, Hongbo Fu
ACM Transactions on Graphics (SIGGRAPH 2020), 2020, 39(4), 72:1-72:16
Paper |  Project |  Video |  Fast Forward |  Online System

PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models
Lin Gao, Ling-Xiao Zhang, Hsien-Yu Meng, Yi-Hui Ren, Yu-Kun Lai, Leif Kobbelt
IEEE Transactions on Visualization and Computer Graphics, To Appear
Paper

Active Colorization for Cartoon Line Drawing
Shu-Yu Chen, Jia-Qi Zhang, Lin Gao, Yue He, Shihong Xia, Min Shi, Fang-Lue Zhang
IEEE Transactions on Visualization and Computer Graphics, To Appear
Video

MeshVAE for Localized Deformation Analysis
Qingyang Tan, Ling-Xiao Zhang, Jie Yang, Yu-Kun Lai, Lin Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence, Major Revision

LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling
Yi-Ling Qiao, Lin Gao, Jie Yang, Paul L. Rosin, Yu-Kun Lai, Xilin Chen
IEEE Transactions on Visualization and Computer Graphics, Minor Revision
Paper

Synthesizing Mesh Deformation Sequences with Bidirectional LSTM
Yi-Ling Qiao, Yu-Kun Lai, Hongbo Fu, Lin Gao
IEEE Transactions on Visualization and Computer Graphics, Major Revision

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

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

Automatic 3D Tooth Segmentation using Convolutional Neural Networks in Harmonic Parameter Space
Jianda Zhang, Chunpeng Li, Qiang Song, Lin Gao, Yu-Kun Lai
The Computational Visual Media Conference 2020 (Refer to Graphical Models)

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


2019

SDM-NET: Deep Generative Network for Structured Deformable Mesh (Awarded the Replicability Stamp)
Lin Gao, Jie Yang, Tong Wu, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai, Hao (Richard) Zhang
ACM Transactions on Graphics (SIGGRAPH ASIA 2019), 2019, 38(6), 243:1-243:15
Paper |  Project |  Video |  Fast Forward

ACAP: Sparse Data Driven Mesh Deformation
Lin Gao, Yu-Kun Lai, Jie Yang, Ling-Xiao Zhang, Shihong Xia, Leif Kobbelt
IEEE Transactions on Visualization and Computer Graphics, 2019, To Appear
Paper |  Video

Temporal Upsampling of Depth Maps Using a Hybrid Camera
Mingze Yuan, Lin Gao, Hongbo Fu, Shihong Xia
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2019, 25(3), 1591-1602
Paper

VV-Net: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation
Hsien-Yu Meng, Lin Gao, Yu-Kun Lai, Dinesh Manocha
International Conference in Computer Vision (ICCV), 2019
Paper

Graph CNNs with Motif and Variable Temporal Block for Skeleton-based Action Recognition
Yu-Hui Wen, Lin Gao, Hongbo Fu, Fang-Lue Zhang, Shihong Xia
AAAI Conference on Artificial Intelligence, 2019, 8989-8996
Paper |  Code

Data-Driven Weight Optimization for Real-Time Mesh Deformation
Yu-jie Yuan, Yu-Kun Lai, Tong Wu, Shihong Xia, Lin Gao
Graphical Models, 2019, 104
Paper


2018

VC-GAN (VAE CYCLE GAN): Automatic Unpaired Shape Deformation Transfer (Awarded the Replicability Stamp)
Lin Gao, Jie Yang, Yi-Ling Qiao, Yu-Kun Lai, Paul Rosin, Weiwei Xu, Shihong Xia
ACM Transactions on Graphics (SIGGRAPH ASIA 2018), 2018, 37(6), 237:1-237:15
Paper |  Project |  Code |  Video

MeshVAE: Variational Autoencoders for Deforming 3D Mesh Models
Qingyang Tan, Lin Gao, Yu-Kun Lai, Shihong Xia
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, 5841-5850
Paper

SparseAE: Mesh-based Autoencoders for Localized Deformation Component Analysis
Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia
AAAI Conference on Artificial Intelligence (spotlight), 2018, 2452-2459
Paper |  Code

SF-Net: Learning Scene Flow from RGB-D Images with CNNs
Yi-Ling Qiao, Lin Gao, Yu-Kun Lai, Fang-Lue Zhang, Ming-Ze Yuan, Shihong Xia
The British Machine Vision Conference (BMVC), 2018, 281
Paper

Real-time 3D Face Reconstruction and Gaze Tracking for Virtual Reality
Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Paul L. Rosin, Shihong Xia
IEEE Conference on Virtual Reality (IEEE VR), 2018, 525-526
Paper |  Video

Bi-harmonic Deformation Transfer with Automatic Key Point Selection
Jie Yang, Lin Gao, Yu-Kun Lai, Paul Rosin, Shihong Xia
Graphical Models, 2018, 98, 1-13
Paper


2017

Data-Driven Shape Interpolation and Morphing Editing
Lin Gao, Shu-Yu Chen, Yu-Kun Lai, Shihong Xia
Computer Graphics Forum, 2017, 36(8), 19-31
Paper |  Video

Rigidity Controllable As-Rigid-As-Possible Shape Deformation
Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Shihong Xia
Graphical Models, 2017, 91, 13-27
Paper

A Survey on Human Performance Capture and Animation
Shihong Xia, Lin Gao, Yu-Kun Lai, Ming-Ze Yuan, Jinxiang Chai
Journal of Computer Science and Technology, 2017, 32(3), 536-554
Paper


Before 2017

RIMD: Efficient and Flexible Deformation Representation for Data-Driven Surface Modeling
Lin Gao, Yu-Kun Lai, Dun Liang, Shu-Yu Chen, Shihong Xia
ACM Transactions on Graphics (Presented at SIGGRAPH 2016), 2016, 35(5), 158:1-158:17
Paper |  Video

Active Exploration of Large 3D Model Repositories
Lin Gao, Yan-Pei Cao, Yu-Kun Lai, Hao-Zhi Huang, Leif Kobbelt, Shi-Min Hu
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2015, 12(21), 1390-1402
Paper |  Video

A Data-Driven Approach to Realistic Shape Morphing
Lin Gao, Yu-Kun Lai, Qixing Huang, Shi-Min Hu
Computer Graphics Forum (Eurographics 2013), 2013, 32(2), 449-457
Paper

An Optimization Approach for Extracting and Encoding Consistent Maps in a Shape Collection
Qixing Huang, Guoxin Zhang, Lin Gao, Shi-Min Hu, Adrian Bustcher, Leonidas Guibas
ACM Transactions on Graphics (SIGGRAPH ASIA 2012), 2012, 31(6), 167:1--167:11
Paper

Lp Shape Deformation
Lin Gao, Guo-Xin Zhang, Yu-Kun Lai
Science China Information Sciences, 2012, 55(5), 983-993
Paper



Awards




Funding




Professionals