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Unsupervised Learning of 3-D Local Features From Raw Voxels Based on a Novel Permutation Voxelization Strategy Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 2,Page: 481-494
Authors:  Han Z.;  Liu Z.;  Han J.;  Vong C.-M.;  Bu S.;  Chen C.L.P.
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
3-D local features  3-D voxelization  deep learning  stacked sparse autoencoder (SSAE)  unsupervised feature learning  
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:5/0  |  Submit date:2019/04/29
3-d Local Features  3-d Voxelization  Deep Learning  Stacked Sparse Autoencoder (Ssae)  Unsupervised Feature Learning  
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.
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Coupled Softmax  Deep Spatial  Directed Circular Graph  Spatially-enhanced 3d Features  
Co-delivery of gambogic acid and TRAIL plasmid by hyaluronic acid grafted PEI-PLGA nanoparticles for the treatment of triple negative breast cancer Journal article
DRUG DELIVERY, 2017,Volume: 24,Issue: 1,Page: 1791-1800
Authors:  Wang, Shengpeng;  Shao, Min;  Zhong, Zhangfeng;  Wang, Anqi;  Cao, Jiliang;  Lu, Yucong;  Wang, Yitao;  Zhang, Jinming
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Nanoparticles  Trail  Gambogic Acid  Triple Negative Breast Cancer  Co-delivery  
Mesh Convolutional Restricted Boltzmann Machines for Unsupervised Learning of Features with Structure Preservation on 3-D Meshes Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2017,Volume: 28,Issue: 10,Page: 2268-2281
Authors:  Han Z.;  Liu Z.;  Han J.;  Vong C.-M.;  Bu S.;  Chen C.L.P.
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3-d Mesh  Laplace-beltrami Operator  Mesh Convolutional Deep Belief Networks (Mcdbns)  Mesh Convolutional Restricted Boltzmann Machines (Mcrbms)  
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
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Bag Of Spatial Context Correlations  Spatial Context Correlation  Spatial Context  3d Shape Representations  
Elemental analysis of Chinese black inks on xuan paper by ArF laser-excited plume fluorescence Journal article
Analytical Chemistry, 2016,Volume: 88,Issue: 22,Page: 10971-10978
Authors:  Cai Y.;  Huang Z.;  Cheung M.H.C.;  Motto-Ros V.;  Chu P.-C.;  Wang Y.;  Zhong H.;  Yuen R.;  Leung K.S.Y.;  Lum J.T.S.;  Ho S.-K.;  Cheung N.-H.
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Region-Kernel-Based Support Vector Machines for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2015,Volume: 53,Issue: 9,Page: 4810
Authors:  Peng J.;  Zhou Y.;  Chen C.L.P.
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Composite Kernel  Hyperspectral Image (Hsi) Classification  Region Kernel  Support Vector Machine (Svm)  
An Adaptive Minimum Spanning Tree Test for Detecting Irregularly-Shaped Spatial Clusters Journal article
Computational Statistics & Data Analysis, 2015,Volume: 89,Page: 134-146
Authors:  Ruoyu Zhou;  Lianjie Shu;  Yan Su
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Minimum Spanning Tree  Spatial Cluster Detection  Arbitrary Shape  Validity Index  
DBSCAN: Past, Present and Future Conference paper
5th International Conference on the Applications of Digital Information and Web Technologies, ICADIWT 2014, Bangalore, India, 17-19 Feb. 2014
Authors:  Kamran Khan;  Saif Ur Rehman;  Kamran Aziz;  Simon Fong;  S.Sarasvady;  Amrita Vishwa
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Clustering  Data Mining Algorithms  Dbscan  Density  Sampling  Spatial Data