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Semantic labeling of high-resolution aerial images using an ensemble of fully convolutional networks 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2017, 卷号: 11, 期号: 4, 页码: 042617 1-18
作者:  Sun, Xiaofeng;  Shen, Shuhan;  Lin, Xiangguo;  Hu, Zhanyi
Adobe PDF(6923Kb)  |  收藏  |  浏览/下载：420/95  |  提交时间：2018/10/09
Semantic Labeling  Fully Convolutional Network  Aerial Images  Convolutional Neural Network  Ensemble Learning  
High-Resolution Remote Sensing Data Classification over Urban Areas Using Random Forest Ensemble and Fully Connected Conditional Random Field 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2017, 卷号: 6, 期号: 8, 页码: 1-26
作者:  Sun, Xiaofeng;  Lin, Xiangguo;  Shen, Shuhan;  Hu, Zhanyi
浏览  |  Adobe PDF(18038Kb)  |  收藏  |  浏览/下载：332/60  |  提交时间：2018/03/03
Semantic Labeling  Random Forest  Conditional Random Field  Differential Morphological Profile  Ensemble Learning  
Tissue microstructure estimation using a deep network inspired by a dictionary-based framework 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 42, 期号: 42, 页码: 288-299
作者:  Ye, Chuyang
浏览  |  Adobe PDF(3514Kb)  |  收藏  |  浏览/下载：331/110  |  提交时间：2018/01/12
Diffusion Mri  Tissue Microstructure  Noddi  Sparse Reconstruction  Deep Network  
Personality-based refinement for sentiment classification in microblog 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2017, 卷号: 132, 期号: 132, 页码: 204-214
作者:  Lin, Junjie;  Mao, Wenji;  Zeng, Daniel D.
浏览  |  Adobe PDF(965Kb)  |  收藏  |  浏览/下载：549/236  |  提交时间：2018/01/04
Sentiment Classification  Social Media Analytics  Personality Prediction  Big Five Model  
Two-Stream Deep Correlation Network for Frontal Face Recovery 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2017, 卷号: 24, 期号: 10, 页码: 1478-1482
作者:  Zhang, Ting;  Dong, Qiulei;  Tang, Ming;  Hu, Zhanyi
浏览  |  Adobe PDF(375Kb)  |  收藏  |  浏览/下载：324/80  |  提交时间：2018/01/04
Correlation Layer  Deep Neural Network  Frontal Face Recovery  Geometric Stream  Textural Stream  
Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 10, 页码: 4765-4776
作者:  Wang, Xinchao;  Fan, Bin;  Chang, Shiyu;  Wang, Zhangyang;  Liu, Xianming;  Tao, Dacheng;  Huang, Thomas S.;  Bin Fan
浏览  |  Adobe PDF(2637Kb)  |  收藏  |  浏览/下载：363/90  |  提交时间：2018/01/03
Multi-object Tracking  Minimum-cost Flows  Batch Processing  Graph Transformation  
Centroid-aware local discriminative metric learning in speaker verification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 72, 期号: 72, 页码: 176-185
作者:  Sheng, Kekai;  Dong, Weiming;  Li, Wei;  Razik, Joseph;  Huang, Feiyue;  Hu, Baogang
浏览  |  Adobe PDF(2013Kb)  |  收藏  |  浏览/下载：433/112  |  提交时间：2018/01/02
Text-independent Asv  Centroid-aware Balanced Boosting Sampling  Adaptive Neighborhood Component Analysis  Linear Magnet  
Building Energy Consumption Prediction: An Extreme Deep Learning Approach 期刊论文
ENERGIES, 2017, 卷号: 10, 期号: 10, 页码: 1-20
作者:  Li, Chengdong;  Ding, Zixiang;  Zhao, Dongbin;  Yi, Jianqiang;  Zhang, Guiqing
浏览  |  Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：317/49  |  提交时间：2017/12/30
Building Energy Consumption  Deep Learning  Stacked Autoencoders  Extreme Learning Machine  
Contextual Exemplar Classifier-Based Image Representation for Classification 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 8, 页码: 1691-1699
作者:  Zhang, Chunjie;  Huang, Qingming;  Tian, Qi
浏览  |  Adobe PDF(1939Kb)  |  收藏  |  浏览/下载：388/130  |  提交时间：2017/09/14
Computer Vision  Image Processing  Pattern Classification  
Building Regional Covariance Descriptors for Vehicle Detection 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 4, 页码: 524-528
作者:  Chen, Xueyun;  Gong, Ren-Xi;  Xie, Ling-Ling;  Xiang, Shiming;  Liu, Cheng-Lin;  Pan, Chun-Hong
Adobe PDF(1623Kb)  |  收藏  |  浏览/下载：378/113  |  提交时间：2017/09/12
Deep Convolutional Neural Networks (Dcnns)  Regional Covariance Descriptor (Rcd)  Vehicle Detection