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Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2018, 卷号: 10, 期号: 2, 页码: 80-92
Authors:  Chang, Jianlong;  Wang, Lingfeng;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(789Kb)  |  Favorite  |  View/Download:146/55  |  Submit date:2018/01/16
Visual Occlusion  Recursive Segmentation  Vehicle Classification  Deep Convolutional Neural Network  
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:153/64  |  Submit date:2018/01/16
Deep Unsupervised Learning  Consistent Inference Of Latent Representations  
Facade repetition detection in a fronto-parallel view with fiducial lines extraction 期刊论文
NEUROCOMPUTING, 2018, 卷号: 273, 期号: 99, 页码: 435-447
Authors:  Xiao, Hongfei;  Meng, Gaofeng;  Wang, Lingfeng;  Pan, Chunhong
View  |  Adobe PDF(11912Kb)  |  Favorite  |  View/Download:117/29  |  Submit date:2017/09/15
Repetition Detection  Facade Labeling  Line Detection  Line Extraction  
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:151/69  |  Submit date:2017/09/15
Convolutional neural network  image quality assessment  perceptual image quality  object oriented pooling  vector regression  
In Defense of Locality-Sensitive Hashing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 1, 页码: 87-103
Authors:  Ding, Kun;  Huo, Chunlei;  Fan, Bin;  Xiang, Shiming;  Pan, Chunhong;  Fan B(樊斌)
View  |  Adobe PDF(2975Kb)  |  Favorite  |  View/Download:169/62  |  Submit date:2016/10/24
Locality-sensitive Hashing (Lsh)  Semantic Similarity Search  Two-step Hashing  
Ordinal pyramid coding for rotation invariant feature extraction 期刊论文
NEUROCOMPUTING, 2017, 卷号: 242, 期号: 242, 页码: 150-160
Authors:  Wang, Guoli;  Fan, Bin;  Zhou, Zhili;  Pan, Chunhong
View  |  Adobe PDF(4195Kb)  |  Favorite  |  View/Download:112/39  |  Submit date:2017/05/09
Rotation Invariant  Ordinal Pyramid Pooling  Fisher Vector  Feature Extraction  
Feature Extraction by Rotation-Invariant Matrix Representation for Object Detection in Aerial Image 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 6, 页码: 851-855
Authors:  Wang, Guoli;  Wang, Xinchao;  Fan, Bin;  Pan, Chunhong
Adobe PDF(1324Kb)  |  Favorite  |  View/Download:165/87  |  Submit date:2017/05/09
Feature Extraction  Fisher Vector  Object Detection  Ring Pyramid Pooling (Rpp)  Rotation-invariant Matrix (Rim)  
MSDLSR: Margin Scalable Discriminative Least Squares Regression for Multicategory Classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2711-2717
Authors:  Wang, Lingfeng;  Zhang, Xu-Yao;  Pan, Chunhong
View  |  Adobe PDF(1169Kb)  |  Favorite  |  View/Download:78/10  |  Submit date:2017/02/14
Discriminative Least Squares Regression (Dlsr)  Least Squares Regression (Lsr)  Multicategory Classification  
Learning Relationship for Very High Resolution Image Change Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 9, 期号: 8, 页码: 3384-3394
Authors:  Huo, Chunlei;  Chen, Keming;  Ding, Kun;  Zhou, Zhixin;  Pan, Chunhong
Adobe PDF(969Kb)  |  Favorite  |  View/Download:85/25  |  Submit date:2017/02/14
Change Detection  Distance Tuning  Interclass Couple  Intraclass Couple  Relationship Learning  Target Neighborhood  
Cross-Modal Retrieval via Deep and Bidirectional Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 7, 页码: 1363-1377
Authors:  He, Yonghao;  Xiang, Shiming;  Kang, Cuicui;  Wang, Jian;  Pan, Chunhong;  Xiang,Shiming
View  |  Adobe PDF(11388Kb)  |  Favorite  |  View/Download:182/36  |  Submit date:2016/06/22
Bidirectional Modeling  Convolutional Neural Network  Cross-modal Retrieval  Representation Learning  Word Embedding