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NeUDF: Learning Neural Unsigned Distance Fields With Volume Rendering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 4, 页码: 2364-2377
作者:  Liu, Yu-Tao;  Wang, Li;  Yang, Jie;  Chen, Weikai;  Meng, Xiaoxu;  Yang, Bo;  Gao, Lin
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
Surface reconstruction  Rendering (computer graphics)  Image reconstruction  Shape  Image color analysis  Topology  Surface texture  Unsigned distance fields  volume rendering  shape reconstruction from multi-view images  open surfaces  
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  
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