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Multiscale Mesh Deformation Component Analysis With Attention-Based Autoencoders 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2023, 卷号: 29, 期号: 2, 页码: 1301-1317
作者:  Yang, Jie;  Gao, Lin;  Tan, Qingyang;  Huang, Yi-Hua;  Xia, Shihong;  Lai, Yu-Kun
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Multi-scale  shape analysis  attention mechanism  sparse regularization  stacked auto-encoder  
Variational Autoencoders for Localized Mesh Deformation Component Analysis 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6297-6310
作者:  Tan, Qingyang;  Zhang, Ling-Xiao;  Yang, Jie;  Lai, Yu-Kun;  Gao, Lin
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Strain  Shape  Three-dimensional displays  Principal component analysis  Geometry  Convolution  Solid modeling  3D meshes  variational autoencoder  graph convolution  sparsity regularization  
Synthesizing Mesh Deformation Sequences With Bidirectional LSTM 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 卷号: 28, 期号: 4, 页码: 1906-1916
作者:  Qiao, Yi-Ling;  Lai, Yu-Kun;  Fu, Hongbo;  Gao, Lin
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Strain  Shape  Three-dimensional displays  Animation  Feature extraction  Machine learning  Computer architecture  Mesh deformation  mesh sequences  LSTM  deep learning  shape generation  
Learning on 3D Meshes With Laplacian Encoding and Pooling 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 卷号: 28, 期号: 2, 页码: 1317-1327
作者:  Qiao, Yi-Ling;  Gao, Lin;  Yang, Jie;  Rosin, Paul L.;  Lai, Yu-Kun;  Chen, Xilin
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Three-dimensional displays  Laplace equations  Shape  Correlation  Machine learning  Topology  Computational modeling  Mesh processing  segmentation  laplacian  deep learning  
PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2021, 卷号: 27, 期号: 6, 页码: 3007-3018
作者:  Gao, Lin;  Zhang, Ling-Xiao;  Meng, Hsien-Yu;  Ren, Yi-Hui;  Lai, Yu-Kun;  Kobbelt, Leif
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Three-dimensional displays  Shape  Geometry  Two dimensional displays  Feature extraction  Solid modeling  Computational modeling  Unsupervised learning  convolutional neural network  symmetry detection  3D models  planar reflective symmetry  
Sparse Data Driven Mesh Deformation 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2021, 卷号: 27, 期号: 3, 页码: 2085-2100
作者:  Gao, Lin;  Lai, Yu-Kun;  Yang, Jie;  Zhang, Ling-Xiao;  Xia, Shihong;  Kobbelt, Leif
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Strain  Shape  Deformable models  Interpolation  Computational modeling  Geometry  Manifolds  Data driven  sparsity  large scale deformation  real-time deformation  
A survey on deep geometry learning: From a representation perspective 期刊论文
COMPUTATIONAL VISUAL MEDIA, 2020, 卷号: 6, 期号: 2, 页码: 113-133
作者:  Xiao, Yun-Peng;  Lai, Yu-Kun;  Zhang, Fang-Lue;  Li, Chunpeng;  Gao, Lin
收藏  |  浏览/下载：32/0  |  提交时间：2021/12/01
3D shape representation  geometry learning  neural networks  computer graphics  
SDM-NET: Deep Generative Network for Structured Deformable Mesh 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2019, 卷号: 38, 期号: 6, 页码: 15
作者:  Gao, Lin;  Yang, Jie;  Wu, Tong;  Yuan, Yu-Jie;  Fu, Hongbo;  Lai, Yu-Kun;  Zhang, Hao
收藏  |  浏览/下载：48/0  |  提交时间：2020/12/10
Shape representation  variational autoencoder  structure  geometric details  generation