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SeqViews2SeqLabels: Learning 3D global features via aggregating sequential views by RNN with attention Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 2,Page: 658-672
Authors:  Han Z.;  Shang M.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Zwicker M.;  Han J.;  Chen C.L.P.
Favorite |  | TC[WOS]:58 TC[Scopus]:75 | Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation  
Deep Spatiality: Unsupervised Learning of Spatially-Enhanced Global and Local 3D Features by Deep Neural Network with Coupled Softmax Journal article
IEEE Transactions on Image Processing, 2018,Volume: 27,Issue: 6,Page: 3049-3063
Authors:  Han Z.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Bu S.;  Han J.;  Chen C.L.P.
Favorite |  | TC[WOS]:23 TC[Scopus]:27 | Submit date:2019/02/11
Coupled Softmax  Deep Spatial  Directed Circular Graph  Spatially-enhanced 3d Features  
BoSCC: Bag of Spatial Context Correlations for Spatially Enhanced 3D Shape Representation Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017,Volume: 26,Issue: 8,Page: 3707-3720
Authors:  Han, Zhizhong;  Liu, Zhenbao;  Vong, Chi-Man;  Liu, Yu-Shen;  Bu, Shuhui;  Han, Junwei;  Chen, C. L. Philip
Favorite |  | TC[WOS]:20 TC[Scopus]:26 | Submit date:2018/10/30
Bag Of Spatial Context Correlations  Spatial Context Correlation  Spatial Context  3d Shape Representations  
Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine Journal article
IEEE Transactions on Image Processing, 2016,Volume: 25,Issue: 11,Page: 5331-5344
Authors:  Han Z.;  Liu Z.;  Han J.;  Vong C.-M.;  Bu S.;  Li X.
Favorite |  | TC[WOS]:27 TC[Scopus]:35 | Submit date:2019/02/14
3d Shapes  Circle Convolutional Restricted Boltzmann Machine  Deep Learning  Fourier Transform Modulus  Geometry Processing  Projection Distance Distribution