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Pattern Recognition Letters, ISSN 0167-8655, 07/2017, Volume 94, pp. 144 - 153
....•Produces better peak signal to noise ratio over existing algorithms. Learning based image super-resolution (SR... 
In-scale image super-resolution | Sigmoid SVR | PSNR | Bayesian decision theory | Sparse representation | Single image SR | SVR | RECONSTRUCTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Analysis | Algorithms
Journal Article
IEEE transactions on geoscience and remote sensing, ISSN 1558-0644, 2011, Volume 49, Issue 6, pp. 2014 - 2039
Journal Article
Symmetry, ISSN 2073-8994, 2017, Volume 9, Issue 2, pp. 24 - 24
Sparse representations are widely used tools in image super-resolution (SR) tasks. In the sparsity-based SR methods, linear sparse representations are often used for image description... 
Image super-resolution (SR) | Support vector regression (SVR) | Non-linear sparse representation | image super-resolution (SR) | support vector regression (SVR) | MULTIDISCIPLINARY SCIENCES | LOW-RANK | DICTIONARIES | non-linear sparse representation | Support vector machines | Image resolution | Images | Nonlinearity | Mathematical models | Representations | Image enhancement | Self-similarity
Journal Article
ETRI Journal, ISSN 1225-6463, 06/2016, Volume 38, Issue 3, pp. 579 - 588
...‐unscented Kalman filter (SR‐UKF) and a particle filter (PF) to determinate the vehicle state where measurement noises are taken as a finite Gaussian kernel mixture... 
SR‐UPF | vehicle state errors | sparse kernel density estimation | smartphone sensors | GPS outages | Non‐Gaussian model | Non-Gaussian model | Gps outages | Smartphone sensors | Sparse kernel density estimation | SR-UPF | Vehicle state errors | REGRESSION | LOCALIZATION | TRACKING | TELECOMMUNICATIONS | ENGINEERING, ELECTRICAL & ELECTRONIC | 전자/정보통신공학
Journal Article
Signal processing. Image communication, ISSN 0923-5965, 2018, Volume 67, pp. 79 - 89
Journal Article
IEEE transactions on geoscience and remote sensing, ISSN 1558-0644, 2016, Volume 54, Issue 1, pp. 373 - 385
Journal Article
IEEE signal processing letters, ISSN 1558-2361, 2018, Volume 25, Issue 4, pp. 596 - 600
...) and a ridge-regression-based regularization (3R) are combined. In GRR, nonlocal similar patches are grouped together, and the group weights are calculated so as to adaptively constrain the residual values in the gradient domain... 
Training | Image resolution | non-local self-similarity (NLSS) | Estimation | Signal processing algorithms | total variation (TV) | DH-HEMTs | ridge regression | regularization | Super resolution (SR) | Feature extraction | Image reconstruction | SUPERRESOLUTION | REGRESSION | SPARSE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of Intelligent and Fuzzy Systems, ISSN 1064-1246, 2017, Volume 33, Issue 5, pp. 3051 - 3058
Journal Article
American journal of epidemiology, ISSN 1476-6256, 2013, Volume 179, Issue 2, pp. 252 - 260
Journal Article