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3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 3986-3999
Authors:  Han,Zhizhong;  Lu,Honglei;  Liu,Zhenbao;  Vong,Chi Man;  Liu,Yu Shen;  Zwicker,Matthias;  Han,Junwei;  Philip Chen,C. L.
Favorite |  | TC[WOS]:30 TC[Scopus]:47 | Submit date:2021/03/11
3D global feature learning  CNN  hierarchical attention aggregation  sequential views  view aggregation  
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 |  | TC[WOS]:23 TC[Scopus]:0 | Submit date:2019/04/29
3-d Local Features  3-d Voxelization  Deep Learning  Stacked Sparse Autoencoder (Ssae)  Unsupervised Feature Learning  
A Patent Analysis of Prognostics and Health Management (PHM) Innovations for Electrical Systems Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 18088-18107
Authors:  Liu, Zhenbao;  Jia, Zhen;  Vong, Chi-Man;  Han, Junwei;  Yan, Chenggang;  Pecht, Michael
Favorite |  | TC[WOS]:29 TC[Scopus]:33 | Submit date:2018/10/30
Reliability Assessment And Prediction  Prognostics And Health Management (Phm)  Application  Patents  Electrical Systems  
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]:22 TC[Scopus]:28 | Submit date:2018/10/30
Bag Of Spatial Context Correlations  Spatial Context Correlation  Spatial Context  3d Shape Representations  
Capturing High-Discriminative Fault Features for Electronics-Rich Analog System via Deep Learning Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017,Volume: 13,Issue: 3,Page: 1213-1226
Authors:  Liu, Zhenbao;  Jia, Zhen;  Vong, Chi-Man;  Bu, Shuhui;  Han, Junwei;  Tang, Xiaojun
Favorite |  | TC[WOS]:55 TC[Scopus]:64 | Submit date:2018/10/30
Analog Circuits  Deep Belief Network  Deep Learning  Diagnosis  Failure  Fault  Restricted Boltzmann Machines  
Sketch-Based Image Retrieval by Salient Contour Reinforcement Journal article
IEEE Transactions on Multimedia, 2016,Volume: 18,Issue: 8,Page: 1604-1615
Authors:  Zhang, Yuting;  Qian, Xueming;  Tan, Xianglong;  Han, Junwei;  Tang, Yuanyan
Favorite |  | TC[WOS]:36 TC[Scopus]:38 | Submit date:2018/11/06