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《Geomatics and Information Science of Wuhan University》 2013-01
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Face Super-resolution Using Sparse Representation with Position Weights

LAN Chengdong1 CHEN Liang2 LU Tao2(1 College of Physics and Information Engineering,Fuzhou University,2 Xueyuan Road,College Town,Fuzhou 350108,China)(2 National Engineering Research Center on Multimedia Software,Wuhan University,129 Luoyu Road,Wuhan 430079,China)  
The image super-resolution via sparse representation considers that the patches of images can be represented by an appropriate over-complete dictionary,so sparse coefficients of low-dimensional space are mapped into high-dimension one for synthesizing high-definition patches.We propose a face super-resolution based on sparse representation with position weights method,which use the positional relationship between target patch and the sample atom as the criteria for atomic matching,to improve the accuracy of atomic basis selection and reduce the computational complexity.Experimental results demonstrate the proposed face super-resolution based on sparse representation with position weights method outperforms the traditional schemes significantly both in subjective and objective quality.
【Fund】: 国家自然科学基金资助项目(61172173);; 湖北省自然科学基金资助项目(2010CDB05103);; 福州大学人才基金资助项目(ZJ2011-51);; 福州大学科技发展基金资助项目(2012-XQ-39)
【CateGory Index】: TP391.41
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【References】
Chinese Journal Full-text Database 2 Hits
1 WANG Erzhuo;ZHANG Yueqin;YU Yang;College of Computer Science and Technology,Taiyuan University of Technology;School of Mathematics and Computer Science,Shanxi Normal University;;Face Super-Resolution Reconstruction Algorithm Based on Two-Dimensional Sparse Representation[J];太原理工大学学报;2015-02
2 LIU Shuai;ZHU Yajie;XUE Lei;School of Information Science and Engineering,Yanshan University;Institute of Remote Sensing and Geographic Information System,Peking University;;Remote Sensing Image Super-Resolution Method Using Sparse Representation and Classified Texture Patches[J];武汉大学学报(信息科学版);2015-05
【Citations】
Chinese Journal Full-text Database 5 Hits
1 WEI Bao-guo,KANG Yu(School of electronic Information,Northwestern Polytechnical University,Xi'an Shanxi 710129,China);Face Hallucination Based on Constrained Position-patch Reconstruction[J];计算机仿真;2011-12
2 Zhang Xuesong1,2),Jiang Jing3,4),and Peng Silong2)1)(Northeast Research Institute of Electronics Technology,Jinzhou 121000)2)(National ASIC Design Engineering Center,Institute of Automation,Chinese Academy of Sciences,Beijing 100190)3)(Department of Mechanics and Electricity Engineering,North China Institute of Science and Technology,Beijing 101601)4)(School of Mechanical Electronic & Information Engineering,China University of Mining Technology(Beijing),Beijing 100083);Eigen-Subspace Regularized Face Image Super-Resolution Reconstruction[J];计算机辅助设计与图形学学报;2010-03
3 WU Wei,YANG Xiao-min,CHEN Mo,ZHENG Li-xian,HE Xiao-hai(College of Electronics and Information Engineering,Sichuan University,Chengdu 610064,China);The research of face super-resolution based on manifold learning[J];光学技术;2009-01
4 ZHANG Yan1 WANG Tao1 XU Qing1 SUN Lei1(1 Institute of Surveying and Mapping,Information Engineering University,66 Middle Longhai Road,Zhengzhou 450052,China);HBE Satellite Image Super-resolution Reconstruction with HRMF Prior Model[J];武汉大学学报(信息科学版);2007-07
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHU Jianjun;FAN Donghao;ZHOU Cui;ZHOU Jinghong;School of Geosciences and Info-physics,Central South University;;Nonlinear Adjustment Model with Integral and Its Application to Super Resolution Image Reconstruction[J];测绘学报;2015-07
2 JIA Yong-hong;Lü Zhen;ZHOU Ming-ting;School of Remote Sensing and Information Engineering, Wuhan University;State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing, Wuhan University;;Super Resolution Reconstruction of ZY-3 Satellite Images[J];应用科学学报;2015-03
3 DOU Xiang;TAO Qingchuan;School of Electronics and Information Engineering,Sichuan University;;A super-resolution algorithm of face image based on pre-classification and match[J];太赫兹科学与电子信息学报;2015-02
4 QIN Longlong;QIAN Yuan;ZHANG Xiaoyan;HOU Xue;ZHOU Qin;College of Information and Navigation,Air Force Engineering University;Air Force Harbin Flight Academy;;MAP super-resolution reconstruction based on adaptive constraint regularization HL-MRF prior model[J];计算机应用;2015-02
5 LIU Shuai;ZHU Yajie;XUE Lei;School of Information Science and Engineering,Yanshan University;Institute of Remote Sensing and Geographic Information System,Peking University;;Remote Sensing Image Super-Resolution Method Using Sparse Representation and Classified Texture Patches[J];武汉大学学报(信息科学版);2015-05
6 ZHONG Jiusheng;JIANG Nan;HU Bin;HU Qiuxiang;Department of Geographic and Environment Sciences,Guizhou Normal University;Key Lab of Virtual Geographic Environment,Ministry of Education,Nanjing Normal University;;A Super-resolution Model and Algorithm of Remote Sensing Image Based on Sparse Representation[J];测绘学报;2014-03
7 ZHU Hua-sheng;XU Chen-guang;School of Information Engineering,Nanchang Institute of Technology;;Face image super-resolution reconstruction based on local constraint[J];激光与红外;2014-02
8 LAN Chengdong1 CHEN Liang2 LU Tao2(1 College of Physics and Information Engineering,Fuzhou University,2 Xueyuan Road,College Town,Fuzhou 350108,China)(2 National Engineering Research Center on Multimedia Software,Wuhan University,129 Luoyu Road,Wuhan 430079,China);Face Super-resolution Using Sparse Representation with Position Weights[J];武汉大学学报(信息科学版);2013-01
9 Chen Youxian Nie Jianying (College of Mathematics and Computer Science,Fuzhou University,Fuzhou,Fujian 350108,China);An Adaptive Super-Resolution Algorithm for Passive Millimeter-Wave Imaging[J];激光与光电子学进展;2012-11
10 Zhu Hong,Liu Wei,Yao Jie,Ouyang Guangzhen,Liu Xiaoqian School of Automation and Information Engineering,Xi′an University of Technology,Xi′an 710048,China;Adaptive threshold HMRF model for super-resolution reconstruction[J];中国图象图形学报;2012-09
【Co-references】
Chinese Journal Full-text Database 6 Hits
1 HUANG Ke-bin1,2 HU Rui-min1 HAN Zhen1 LU Tao1 JIANG Jun-jun1 WANG Feng2(National Engineering Research Center for Multimedia Software,Wuhan University,Wuhan 430072,China)1(Department of Digital Media Technology,Huanggang Normal University,Huanggang 438000,China)2;Face Hallucination via KNN Sparse Coding Mean Constrained[J];计算机科学;2013-05
2 LAN Chengdong1 CHEN Liang2 LU Tao2(1 College of Physics and Information Engineering,Fuzhou University,2 Xueyuan Road,College Town,Fuzhou 350108,China)(2 National Engineering Research Center on Multimedia Software,Wuhan University,129 Luoyu Road,Wuhan 430079,China);Face Super-resolution Using Sparse Representation with Position Weights[J];武汉大学学报(信息科学版);2013-01
3 LIAN Qiu-sheng,ZHOU Ting(Institute of Information Science and Technology,Yanshan University,Qinhuangdao,Hebei 066004,China);Adaptive Compressed Imaging Algorithm Combined the Sparse Representation in the Dictionaries with Non-Local Similarity[J];电子学报;2012-07
4 Song Xiang-fa①② Jiao Li-cheng① ①(Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University,Xi,an 710071,China) ②(School of Computer and Information Engineering,Henan University,Kaifeng 475004,China);Classification of Hyperspectral Remote Sensing Image Based on Sparse Representation and Spectral Information[J];电子与信息学报;2012-02
5 ZHANG Qian HUANG Xin1 ZHANG Liangpei1 (1 State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,129 Luoyu Road,Wuhan 430079,China);Multiscale Image Segmentation and Classification with Supervised ECHO of High Spatial Resolution Remotely Sensed Imagery[J];武汉大学学报(信息科学版);2011-01
6 SHEN Huanfeng~1 LI Pingxiang~1 ZHANG Liangpei~1 (1 State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,129 Luoyu Road,Wuhan 430079,China);Adaptive Regularized MAP Super-Resolution Reconstruction Method[J];武汉大学学报(信息科学版);2006-11
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 Zhang Xuesong1)Jiang Jing2)Peng Silong1)1)(National ASIC Design Engineering Center,Institute of Automation,Chinese Academy of Sciences,Beijing 100190)2)(Department of Mechanics and Electricity Engineering,North China Institute of Science and Technology,Beijing 101601);Adaptive Manifold Learning Method for Face Hallucination[J];计算机辅助设计与图形学学报;2008-07
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