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The Visual Computer, ISSN 0178-2789, 4/2014, Volume 30, Issue 4, pp. 359 - 386
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 05/2016, Volume 38, Issue 5, pp. 1034 - 1040
We propose a completely automatic approach for recognizing low resolution face images captured in uncontrolled environment. The approach uses multidimensional... 
Training | Image resolution | Face recognition | low resolution | stereo matching | Lighting | super resolution | multidimensional scaling | Face | Probes | Testing | IMAGE SUPERRESOLUTION | COUPLED DICTIONARY | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Probes (Electronic instruments) | Usage
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 01/2010, Volume 17, Issue 1, pp. 20 - 23
Practical face recognition systems are sometimes confronted with low-resolution face images. Traditional two-step methods solve this problem through employing... 
Strontium | Computers | Degradation | Image resolution | Image databases | Face recognition | Collision mitigation | low-resolution | Coupled locality preserving mappings | Image reconstruction | Pixel | face recognition | SUPERRESOLUTION | DIMENSIONALITY REDUCTION | ALGORITHMS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 04/2018, Volume 25, Issue 4, pp. 526 - 530
Face images captured by surveillance cameras are often of low resolution (LR), which adversely affects the performance of their matching with high-resolution... 
Training | coupled mappings (CMs) | Image resolution | Convolution | Feature extraction | Robustness | Convolutional neural network (CNN) | Face | Probes | feature extraction | POSE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Signal Processing, ISSN 0165-1684, 12/2017, Volume 141, pp. 144 - 157
As a growing number of low-resolution (LR) face images are captured by surveillance cameras, LR face recognition has been a hot issue for recent years.... 
Coupled mappings | Cluster-based regularization | Low-resolution | Single sample per person | SUPERRESOLUTION | IMAGE | REPRESENTATION | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Biometry
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 03/2018, Volume 25, Issue 3, pp. 388 - 392
Face images captured by surveillance videos usually have limited resolution. Due to resolution mismatch, it is hard to match high-resolution (HR) faces with... 
Training | Coupled mapping | Image resolution | Face recognition | low resolution | Linear programming | multidimensional scaling (MDS) | Face | Probes | Signal resolution | face recognition | POSE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 01/2020, Volume 139, p. 112854
We propose a novel coupled mappings method for low resolution face recognition using deep convolutional neural networks (DCNNs). The proposed architecture... 
Deep convolutional neural networks | Super-resolution methods | Coupled mappings methods | Low resolution face recognition
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 04/2019, Volume 28, Issue 4, pp. 2051 - 2062
Journal Article
Information Sciences, ISSN 0020-0255, 01/2020, Volume 506, pp. 19 - 36
In real video surveillance scenes, the extracted face regions generally have low-resolution (LR) and are sensitive to pose and illumination variations; these... 
Nuclear norm | Face recognition | Low-resolution | Pose variations
Journal Article
IEEE Transactions on Information Forensics and Security, ISSN 1556-6013, 08/2019, Volume 14, Issue 8, pp. 2000 - 2012
Journal Article
Signal Processing, ISSN 0165-1684, 08/2016, Volume 125, pp. 329 - 335
This brief paper presents a novel method for low-resolution face recognition. We introduce a generalized bipartite graph to discretely approximate the... 
Couple manifold learning | Face recognition | Low-resolution | Signal classification | IMAGE SUPERRESOLUTION | SPARSE | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Biometry | Manifolds | Construction | Tasks | Approximation | Preserves | Graphs | Joining
Journal Article
Pattern Recognition, ISSN 0031-3203, 2006, Volume 39, Issue 9, pp. 1809 - 1812
In the face recognition process, it is important to deal with a facial image of low-resolution. For low-resolution face recognition, we propose a new method of... 
Low resolution | Face recognition | Support vector data description (SVDD) | Image enhancement | support vector data description (SVDD) | face recognition | image enhancement | low resolution | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Biometry
Journal Article
IET Biometrics, ISSN 2047-4938, 7/2019, Volume 8, Issue 4, pp. 267 - 276
Journal Article
Journal of Visual Communication and Image Representation, ISSN 1047-3203, 08/2019, Volume 63, p. 102590
In this paper, we propose a novel approach for low-resolution face recognition, under uncontrolled settings. Our approach first decomposes a multiple of... 
Feature fusion | Local features | Face recognition | Sparse coding | Linear regression | Low rank approximation
Journal Article