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基于深度学习的特征表示和图像分类方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  刘炳源
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图像表示  图像分类  特征表示  深度学习  稀疏约束  空间信息  Image Representation  Image Classification  Feature Learning  Deep Learning  Sparse Constraints  Spatial Information  
Hybrid Learning Framework for Large-Scale Web Image Annotation and Localization 会议论文
CEUR Workshop Proceedings 1391, Toulouse, France, September 8-11, 2015
Authors:  Yong Li;  Jing Liu;  Yuhang Wang;  Bingyuan Liu;  Jun Fu;  Yunze Gao;  Hui Wu;  Hang Song;  Peng Ying;  Hanqing Lu
View  |  Adobe PDF(1331Kb)  |  Favorite  |  View/Download:129/19  |  Submit date:2016/06/27
Hybrid Learning  Svm  Fast R-cnn  Annotation  Concept Localization  
Learning representative and discriminative image representation by deep appearance and spatial coding 期刊论文
Computer Vision and Image Understanding, 2015, 卷号: 136, 期号: 1, 页码: 23-31
Authors:  Bingyuan Liu;  Jing Liu;  Hanqing Lu
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Image Classification  Deep Learning  Structured Sparsity  
Detection guided deconvolutional network for hierarchical feature learning 期刊论文
Pattern Recognition, 2015, 卷号: 48, 期号: 8, 页码: 2645-2655
Authors:  Liu, Jing;  Liu, Bingyuan;  Lu, Hanqing
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Regularized hierarchical feature learning with non-negative sparsity and selectivity for image classification 会议论文
International Conference on Pattern Recognition (ICPR), 2014
Authors:  Liu, Bingyuan;  Liu, Jing;  Bai, Xiao;  Lu, Hanqing
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Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition 会议论文
Asian Conference on Computer Vision (ACCV), Singapore, 2014
Authors:  Bingyuan Liu;  Jing Liu;  Jingqiao Wang;  Hanqing Lu
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Image Representation Learning by Deep Appearance and Spatial Coding 会议论文
Asian Conference on Computer Vision (ACCV), Singapore, 2014
Authors:  Bingyuan Liu;  Jing Liu;  Zechao Li;  Hanqing Lu
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Robust Feature Encoding with Neighborhood Information for Image Classification 会议论文
Proceedings of the Seventh International Conference on Image and Graphics, Qingdao, China, July 26-28, 2013
Authors:  Bingyuan Liu;  Jing Liu;  Chunjie Zhang;  Maolin Chen;  Hanqing Lu
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Image Classification  Feature Encoding