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Deep Self-Evolution Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 809-823
Authors:  Chang, Jianlong;  Meng, Gaofeng;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(4817Kb)  |  Favorite  |  View/Download:39/5  |  Submit date:2020/06/02
Task analysis  Unsupervised learning  Training  Clustering methods  Pattern analysis  Clustering  deep self-evolution clustering  self-evolution clustering training  deep unsupervised learning  
Weakly Semantic Guided Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2504-2517
Authors:  Yu, Tingzhao;  Wang, Lingfeng;  Da, Cheng;  Gu, Huxiang;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(18774Kb)  |  Favorite  |  View/Download:133/38  |  Submit date:2019/05/15
Semantic guided module  action recognition  cross domain  3D convolution  attention model  
DensePoint: Learning Densely Contextual Representation for Ecient Point Cloud Processing 会议论文
, Seoul, Korea, 2019-10-27
Authors:  Liu, Yongcheng;  Fan, Bin;  Meng, Gaofeng;  Lu, Jiwen;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(1575Kb)  |  Favorite  |  View/Download:81/21  |  Submit date:2020/05/08
Self-Paced AutoEncoder 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2018, 卷号: 25, 期号: 7, 页码: 1054-1058
Authors:  Yu, Tingzhao;  Guo, Chaoxu;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(14078Kb)  |  Favorite  |  View/Download:87/11  |  Submit date:2019/05/06
Autoencoder (AE)  self-paced learning (SPL)  temporal encoding (TE)  video analysis  
Deep unsupervised learning with consistent inference of latent representations 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 77, 期号: 5, 页码: 438-453
Authors:  Chang, Jianlong;  Wang, Lingfeng;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(2654Kb)  |  Favorite  |  View/Download:257/100  |  Submit date:2018/01/16
Deep Unsupervised Learning  Consistent Inference Of Latent Representations  
Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling 期刊论文
IEEE Transactions on Multimedia, 2018, 卷号: 20, 期号: 5, 页码: 1140-1153
Authors:  Jie, Gu;  Gaofeng, Meng;  Judith A., Redi;  Shiming, Xiang;  Chunhong, Pan
View  |  Adobe PDF(1379Kb)  |  Favorite  |  View/Download:247/95  |  Submit date:2017/09/15
Convolutional neural network  image quality assessment  perceptual image quality  object oriented pooling  vector regression  
Joint spatial temporal attention for action recognition 期刊论文
Pattern Recognition Letters, 2018, 期号: 112, 页码: 226-233
Authors:  Tingzhao Yu;  Chaoxu Guo;  Lingfeng Wang;  Huxiang Gu;  Shiming Xiang;  Chunhong Pan
View  |  Adobe PDF(1133Kb)  |  Favorite  |  View/Download:141/77  |  Submit date:2019/05/06
Action Recognition  Spatial-temporal Attention  Two-stage  
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection 会议论文
, Soeul, Korea, 2018-10-22
Authors:  Liu, Yongcheng;  Sheng, Lu;  Shao, Jing;  Yan, Junjie;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(6948Kb)  |  Favorite  |  View/Download:34/5  |  Submit date:2020/05/08
Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 6, 页码: 3322-3337
Authors:  Cheng, Guangliang;  Wang, Ying;  Xu, Shibiao;  Wang, Hongzhen;  Xiang, Shiming;  Pan, Chunhong
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Cascaded Convolutional Neural Network (Casnet)  End-to-end  Road Centerline Extraction  Road Detection  
Deep Networks for Degraded Document Image Binarization through Pyramid Reconstruction 会议论文
, Kyoto, Japan, November 13-15, 2017
Authors:  Gaofeng Meng;  Kun Yuan;  Ying Wu;  Shiming Xiang;  Chunhong Pan
View  |  Adobe PDF(16012Kb)  |  Favorite  |  View/Download:174/40  |  Submit date:2017/09/15