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IEEE Transactions on Information Forensics and Security, ISSN 1556-6013, 07/2014, Volume 9, Issue 7, pp. 1169 - 1178
In this paper, we propose a new discriminative multimetric learning method for kinship verification via facial image analysis. Given each face image, we first... 
Measurement | Learning systems | Training | Correlation | Feature extraction | Face | Data mining | face recognition | biometrics | discriminative learning | multi-metric learning | Kinship verification | DISTANCE | RECOGNITION | COMPUTER SCIENCE, THEORY & METHODS | ENGINEERING, ELECTRICAL & ELECTRONIC | Learning | Image analysis | Facial | Data sets | Images | Computer information security
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 09/2017, Volume 26, Issue 9, pp. 4269 - 4282
This paper presents a new discriminative deep metric learning (DDML) method for face and kinship verification in wild conditions. While metric learning has... 
Measurement | Learning systems | Training | deep learning | deep metric learning | Neural networks | Machine learning | Face verification | Feature extraction | kinship verification | Face | multi-feature learning | RECOGNITION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Artificial intelligence | Research
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 01/2017, Volume 26, Issue 1, pp. 289 - 302
Journal Article
IEEE Transactions on Multimedia, ISSN 1520-9210, 10/2015, Volume 17, Issue 10, pp. 1855 - 1867
One major challenge in computer vision is to go beyond the modeling of individual objects and to investigate the bi- (one-versus-one) or tri- (one-versus-two)... 
Measurement | Visualization | Computer vision | Feature selection | Databases | Feature extraction | kinship verification | Face | tri-subject relationship | Logistics | COMPUTER SCIENCE, SOFTWARE ENGINEERING | COMPUTER SCIENCE, INFORMATION SYSTEMS | RESEMBLANCE | TELECOMMUNICATIONS
Journal Article
Pattern Recognition, ISSN 0031-3203, 03/2018, Volume 75, pp. 15 - 24
•We investigate the problem of kinship verification from facial videos.•We present a new video face dataset for the video-based kinship verification study.•We... 
Face recognition | Kinship verification | Metric learning | Video-based | APPROXIMATED NEAREST POINTS | KIN RECOGNITION SIGNALS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | AGE | ENGINEERING, ELECTRICAL & ELECTRONIC | Distance education | Analysis | Biometry
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 03/2019, Volume 28, Issue 3, pp. 1149 - 1162
Journal Article
Image and Vision Computing, ISSN 0262-8856, 04/2017, Volume 60, pp. 91 - 97
Journal Article
Information Sciences, ISSN 0020-0255, 03/2018, Volume 430-431, pp. 247 - 260
Kinship Verification (KV) has recently caught much attention in the computer vision community due to its potential applications ranging from missing children... 
Linear programming | Feature fusion and selection | Sparse solution | Kinship verification | Multiple Kernel Similarity Metric | Large margin | COMPUTER SCIENCE, INFORMATION SYSTEMS | Machine vision | Analysis
Journal Article
Neurocomputing, ISSN 0925-2312, 07/2016, Volume 197, pp. 136 - 142
Kinship verification using face images (KVFI) is a relatively new and challenging problem in computer vision and biometrics, while kin relationship in... 
Kin similarity | Face recognition | Similarity fusion | Kinship verification | Metric learning | RECOGNITION | FACE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Distance education | Algorithms | Machine vision | Biometry | Imaging systems | Learning | Similarity | Images | Mathematical models | Computational efficiency | Program verification (computers) | Optimization
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 01/2019, Volume 117, pp. 146 - 152
•We propose a facial feature learning method.•Our method learns discriminative features in a data-driven manner.•Experimental results shows that our method... 
Biometrics | Face representation | Binary representation learning | Kinship verification | KIN RECOGNITION SIGNALS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Information Fusion, ISSN 1566-2535, 11/2016, Volume 32, pp. 40 - 48
•A new method for kinship verification from biometrics.•A sparse similarity function to model the relative characteristics of kin data.•A new formulation... 
Face recognition | Kinship verification | Genetic similarity | Metric learning | KIN RECOGNITION SIGNALS | COMPUTER SCIENCE, THEORY & METHODS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Electrical engineering | Mechanical engineering | Analysis | Biometry | Bilingual education | Electric properties
Journal Article
Computer Vision and Image Understanding, ISSN 1077-3142, 07/2017, Volume 160, pp. 24 - 35
•Automatic kinship verification capability of periocular images is evaluated.•A block-based NRML (BNRML) method is proposed to learn patch-wise distance... 
Periocular | Local binary patterns | Kinship verification | Pattern classification | Metric learning | KIN RECOGNITION SIGNALS | SALIENCY | FACE RECOGNITION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Electrical engineering | Analysis | Computer science | Machine vision
Journal Article
Information Fusion, ISSN 1566-2535, 08/2019, Volume 48, pp. 84 - 94
•A new DNN is proposed to facilitate fusion of deep embeddings for parent-child data.•A deep metric learning algorithm is derived to learn a compact kin... 
Hierarchical compactness | Deep neural network | Face recognition | Kinship verification | Metric learning | RECOGNITION | REPRESENTATION | COMPUTER SCIENCE, THEORY & METHODS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Electrical engineering | Distance education | Algorithms | Data mining | Neural networks | Analysis
Journal Article