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Blind image quality assessment via learnable attention-based pooling 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:  Gu, Jie;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(3081Kb)  |  Favorite  |  View/Download:108/40  |  Submit date:2019/05/15
Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling  
Gourmet Photography Dataset for Aesthetic Assessment of Food Images 会议论文
, Tokyo, Japan, 2018-12-4 2018-12-7
Authors:  Kekai, Sheng;  Weiming, Dong;  Haibin, Huang;  Chongyang, Ma;  Bao-Gang, Hu
View  |  Adobe PDF(3080Kb)  |  Favorite  |  View/Download:21/6  |  Submit date:2019/06/18
Three-Dimensional Attention-Based Deep Ranking Model for Video Highlight Detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2693-2705
Authors:  Jiao,Yifan;  Li,Zhetao;  Huang,Shucheng;  Yang,Xiaoshan;  Liu,Bin;  Zhang,Tianzhu
View  |  Adobe PDF(4692Kb)  |  Favorite  |  View/Download:125/46  |  Submit date:2018/10/10
Video Highlight Detection  Attention Model  Deep Ranking  
Text2Video: An End-to-end Learning Framework for Expressing Text With Videos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 9, 页码: 2360-2370
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(2281Kb)  |  Favorite  |  View/Download:123/26  |  Submit date:2018/02/07
Multimedia Storytelling  Video Analysis  Deep Learning  
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  
Groupwise Retargeted Least-Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1352-1358
Authors:  Wang, Lingfeng;  Pan, Chunhong
View  |  Adobe PDF(618Kb)  |  Favorite  |  View/Download:85/36  |  Submit date:2018/01/04
Groupwise  Least-squares Regression (Lsr)  Multicategory Classification  Retargeted Least-squares Regression (Relsr)  
Multiview Label Sharing for Visual Representations and Classifications 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 4, 页码: 903-913
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Adobe PDF(615Kb)  |  Favorite  |  View/Download:44/8  |  Submit date:2018/10/10
Multi-view Learning  Linear Transformation  Shared Space  Image Representation  Visual Classification  
Nonlinear Asymmetric Multi-Valued Hashing 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 期号: 0, 页码: 0
Authors:  Cheng DA;  Gaofeng MENG;  Shiming XIANG;  Kun Ding;  Shibiao XU;  Qing YANG;  Chunhong PAN
View  |  Adobe PDF(2583Kb)  |  Favorite  |  View/Download:117/28  |  Submit date:2018/10/07
Asymmetric Hashing  Multi-valued Embeddings  binary sparse representation  nonlinear transformation  
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  
Cross-Domain Collaborative Learning via Discriminative Non-parametric Bayesian Mode 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(1305Kb)  |  Favorite  |  View/Download:63/1  |  Submit date:2018/02/07
Social Media  discriminative non-parametric Bayesian model  multi-modality