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Pattern Recognition, ISSN 0031-3203, 2008, Volume 41, Issue 1, pp. 342 - 352
A novel minutiae-based fingerprint matching algorithm is proposed. A minutiae matching algorithm has to solve two problems: correspondence and similarity... 
Descriptor | Alignment | Fingerprint | Matching score | Minutiae matching | SYSTEM | matching score | RECOGNITION | fingerprint | descriptor | minutiae matching | alignment | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms
Journal Article
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 05/2018, Volume 40, Issue 5, pp. 1139 - 1153
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 03/2012, Volume 34, Issue 3, pp. 451 - 464
Journal Article
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 04/2017, Volume 26, Issue 4, pp. 1666 - 1678
Face alignment aims at localizing multiple facial landmarks for a given facial image, which usually suffers from large variances of diverse facial expressions,... 
Decision support systems | deep learning | biometrics | Correlation | Shape | Redundancy | Face alignment | Detectors | Feature extraction | Face | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ALGORITHM | ENGINEERING, ELECTRICAL & ELECTRONIC | Usage | Research | Regression analysis | Artificial intelligence
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 11/2018, Volume 40, Issue 11, pp. 2546 - 2554
In this paper, we propose a two-stream transformer networks (TSTN) approach for video-based face alignment. Unlike conventional image-based face alignment... 
biometrics | Shape | recurrent neural networks | Face alignment | Transforms | Machine learning | Streaming media | convolutional neural networks | Face | Indexes | face tracking | Videos | REGRESSION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Frames | Landmarks | Transformers | Alignment | Consistency | Dependence
Journal Article
Journal Article
IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 06/2018, Volume 28, Issue 6, pp. 1421 - 1433
Journal Article
Computer, ISSN 0018-9162, 02/2010, Volume 43, Issue 2, pp. 36 - 44
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 08/2015, Volume 37, Issue 8, pp. 1542 - 1557
Journal Article
IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 02/2019, Volume 29, Issue 2, pp. 486 - 501
In this paper, we propose an ordinal deep learning approach for facial age estimation. Unlike conventional hand-crafted feature-based methods that require... 
Training | deep learning | feature learning | ordinal embedding | Estimation | Machine learning | Aging | Face | Facial age estimation | REGRESSION | DATABASE | APPEARANCE | FRAMEWORK | GENDER | ENGINEERING, ELECTRICAL & ELECTRONIC | Feature extraction | State of the art | Chronology | Age
Journal Article
IEEE Transactions on Information Forensics and Security, ISSN 1556-6013, 02/2018, Volume 13, Issue 2, pp. 292 - 305
In this paper, we present a label-sensitive deep metric learning (LSDML) approach for facial age estimation. Motivated by the fact that human age labels are... 
Measurement | Learning systems | deep learning | biometrics | Correlation | metric learning | Estimation | Aging | Robustness | residual network | Face | Facial age estimation | REGRESSION | FACE VERIFICATION | ENGINEERING, ELECTRICAL & ELECTRONIC | IMAGES | FRAMEWORK | GENDER | COMPUTER SCIENCE, THEORY & METHODS | SIMILARITY | Learning | Performance enhancement | Chronology | Similarity | Data sets | Age
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 07/2014, Volume 23, Issue 7, pp. 2983 - 2995
Journal Article
IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 10/2018, Volume 28, Issue 10, pp. 2644 - 2656
Metric learning has been widely used in many visual analysis applications, which learns new distance metrics to measure the similarities of samples... 
Measurement | Learning systems | Training | Visualization | Face recognition | Deep metric learning | Neural networks | local metric learning | K-auto-encoders | visual recognition | Face | DESCRIPTOR | PERSON REIDENTIFICATION | FACE VERIFICATION | FEATURES | ENGINEERING, ELECTRICAL & ELECTRONIC | Learning | Coders | Nonlinearity | Subspaces | Clustering
Journal Article
Pattern Recognition, ISSN 0031-3203, 06/2017, Volume 66, pp. 82 - 94
In this paper, we propose a group-aware deep feature learning (GA-DFL) approach for facial age estimation. Unlike most existing methods which utilize... 
Deep learning | Biometrics | Feature learning | Facial age estimation | REGRESSION | FRAMEWORK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Information science | Neural networks | Biometry
Journal Article