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Unsupervised Learning 3D Local Feature from Raw Voxels based on A Novel Permutation Voxelization Strategy Journal article
IEEE TRANSACTIONS ON CYBERNETIC, 2019,Volume: 49,Issue: 2,Page: 481 - 494
Authors:  Zhizhong Han;  Zhenbao Liu;  Junwei Han;  Chi-Man Vong;  Shuhui Bu;  C. L. Philip Chen
Favorite  |  View/Download:4/0  |  Submit date:2019/04/29
3-d Local Features  3-d Voxelization  Deep Learning  Stacked Sparse Autoencoder (Ssae)  Unsupervised Feature Learning  
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  |  View/Download:6/0  |  Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation  
Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition Journal article
COGNITIVE COMPUTATION, 2018,Volume: 10,Issue: 6,Page: 908-921
Authors:  Yang, Zhi-Xin;  Tang, Lulu;  Zhang, Kun;  Wong, Pak Kin
Favorite  |  View/Download:8/0  |  Submit date:2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation  
Multi-scale hierarchical recurrent neural networks for hyperspectral image classification Journal article
NEUROCOMPUTING, 2018,Volume: 294,Page: 82-93
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Hyperspectral Image Classification  Recurrent Neural Networks  Multi-scale  
Learning Combinatorial Global and Local Features on 3D Point Clouds Conference paper
2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI), Guangzhou, China, 8-12 Oct. 2018
Authors:  Luqing Luo;  Lulu Tang;  Zhi-Xin Yang
Favorite  |  View/Download:6/0  |  Submit date:2019/04/02
3D multi-resolution wavelet convolutional neural networks for hyperspectral image classification Journal article
INFORMATION SCIENCES, 2017,Volume: 420,Page: 49-65
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Hyperspectral Image Classification  3d Multi-resolution Wavelet  Convolutional Neural Networks  Feature Extraction  
2D-3D Heterogeneous Face Recognition Based on Deep Canonical Correlation Analysis Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Wang S.;  Huang D.;  Wang Y.;  Tang Y.
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2D-3D Face Recognition  Canonical Correlation Analysis  Deep learning  
Binocular vision calibration and 3D re-construction with an orthogonal learning neural network Journal article
Multimedia Tools and Applications, 2016,Volume: 75,Issue: 23,Page: 15635-15650
Authors:  Ge,Dong yuan;  Yao,Xi fan;  Lian,Zhao tong
Favorite  |  View/Download:0/0  |  Submit date:2019/10/11
Binocular vision  Eigen-value  Eigen-vector  Orthogonal learning  State transition matrix  System calibration  
Binocular vision calibration and 3D re-construction with an orthogonal learning neural network Journal article
Multimedia Tools and Applications, 2016,Volume: 75,Issue: 23,Page: 15635-15650
Authors:  Ge,Dong yuan;  Yao,Xi fan;  Lian,Zhao tong
Favorite  |  View/Download:0/0  |  Submit date:2019/08/01
Binocular vision  Eigen-value  Eigen-vector  Orthogonal learning  State transition matrix  System calibration  
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  |  View/Download:1/0  |  Submit date:2019/02/14
3d Shapes  Circle Convolutional Restricted Boltzmann Machine  Deep Learning  Fourier Transform Modulus  Geometry Processing  Projection Distance Distribution