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基于FPGA的深度卷积神经网络高效计算与加速研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  李钢
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Fpga  卷积神经网络  加速器  分块卷积  
非控场景下人脸分析关键问题研究 学位论文
, 北京: 中国科学院研究生院, 2016
Authors:  曹冬
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非控场景  视频  人脸识别  哈希  性别识别  多角度聚类  
Robust Structured Subspace Learning for Data Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 卷号: 37, 期号: 10, 页码: 2085-2098
Authors:  Li, Zechao;  Liu, Jing;  Tang, Jinhui;  Lu, Hanqing
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Data Representation  Latent Subspace  Image Understanding  Feature Learning  Structure Preserving  
基于深度神经网络的无监督特征学习 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  黄培浩
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深度学习  无监督特征学习  聚类分析  数据降维  Deep Learning  Unsupervised Feature Learning  Clustering Analysis  Dimensionality Reduction  
Learning latent semantic model with visual consistency for image analysis 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2015, 卷号: 74, 期号: 4, 页码: 1341-1356
Authors:  Cheng, Jian;  Li, Peng;  Rui, Ting;  Lu, Hanqing
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Plsa  Latent Semantic Model  Image Clustering  
A General Nonlinear Embedding Framework Based on Deep Neural Network 会议论文
2014 22nd International Conference on Pattern Recognition (ICPR), Stockholm, 2014-8
Authors:  Huang, Yan;  Wang, Wei;  Wang, Liang;  Tan, Tieniu
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Semi-supervised multi-graph hashing for scalable similarity search 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 124, 期号: 1, 页码: 12-21
Authors:  Cheng, Jian;  Leng, Cong;  Li, Peng;  Wang, Meng;  Lu, Hanqing;  Jian Cheng
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Hashing  Multiple Graph Learning  Multiple Modality  Semi-supervised Learning  
Generalized Autoencoder: A Neural Network Framework for Dimensionality Reduction 会议论文
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Columbus, Ohio, USA, 2014-6
Authors:  Wang, Wei;  Huang, Yan;  Wang, Yizhou;  Wang, Liang
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高光谱影像空间-光谱特征选择与提取方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  张骞
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高光谱  特征降维  流形学习  稀疏学习  特征选择  特征提取  影像分类  Hyperspectral  Dimension Reduction  Manifold Learning  Sparse Learning  Feature Selection  Feature Extraction  Image Classification  
Discriminative subspace learning with sparse representation view-based model for robust visual tracking 期刊论文
PATTERN RECOGNITION, 2014, 卷号: 47, 期号: 3, 页码: 1383-1394
Authors:  Xie, Yuan;  Zhang, Wensheng;  Qu, Yanyun;  Zhang, Yinghua
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Discriminative Subspace Learning  Spectral Regression  Sparse Representation  Object Tracking