A novel super-resolution image and video reconstruction approach based on Newton-Thiele’s rational kernel in sparse principal component analysis

2016 ◽  
Vol 76 (7) ◽  
pp. 9463-9483
Author(s):  
Lei He ◽  
Jieqing Tan ◽  
Xing Huo ◽  
Chengjun Xie
Keyword(s):  
Principal Component Analysis ◽  
Super Resolution ◽  
Principal Component ◽  
Component Analysis ◽  
Sparse Principal Component Analysis ◽  
Resolution Image ◽  
Video Reconstruction

Compressed Sensing STORM Super-Resolution Image Reconstruction Based on Noise Correction-Principal Component Analysis Preprocessing Algorithm

2020 ◽  
Vol 47 (2) ◽  
pp. 0207024
Author(s):  
潘文慧 Pan Wenhui ◽  
陈秉灵 Chen Bingling ◽  
张建国 Zhang Jianguo ◽  
顾振宇 Gu Zhenyu ◽  
熊佳 Xiong Jia ◽  
...  
Keyword(s):  
Principal Component Analysis ◽  
Image Reconstruction ◽  
Compressed Sensing ◽  
Super Resolution ◽  
Principal Component ◽  
Component Analysis ◽  
Resolution Image ◽  
Noise Correction

Integrative sparse principal component analysis

2018 ◽  
Vol 166 ◽  
pp. 1-16 ◽  
Author(s):  
Kuangnan Fang ◽  
Xinyan Fan ◽  
Qingzhao Zhang ◽  
Shuangge Ma
Keyword(s):  
Principal Component Analysis ◽  
Principal Component ◽  
Component Analysis ◽  
Sparse Principal Component Analysis

scholarly journals Approximation bounds for sparse principal component analysis

2014 ◽  
Vol 148 (1-2) ◽  
pp. 89-110 ◽  
Author(s):  
Alexandre d’Aspremont ◽  
Francis Bach ◽  
Laurent El Ghaoui
Keyword(s):  
Principal Component Analysis ◽  
Principal Component ◽  
Component Analysis ◽  
Sparse Principal Component Analysis
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