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Research Output 2001 2019

2019
2 Citations (Scopus)

Cancelable fingerprint template design with randomized non-negative least squares

Kho, J. B., Kim, J., Kim, I. J. & Teoh, B. J., 2019 Jul 1, In : Pattern Recognition. 91, p. 245-260 16 p.

Research output: Contribution to journalArticle

Biometrics
Glossaries
Deterioration
2 Citations (Scopus)

Feature fusions for 2.5D face recognition in Random Maxout Extreme Learning Machine

Chong, L. Y., Ong, T. S. & Teoh, B. J., 2019 Feb 1, In : Applied Soft Computing Journal. 75, p. 358-372 15 p.

Research output: Contribution to journalArticle

Face recognition
Covariance matrix
Learning systems
Fusion reactions
Principal component analysis

Grassmannian Clustering for Multivariate Time Sequences

Oh, B. S., Teoh, B. J., Toh, K. A. & Lin, Z., 2019 Jan 1, New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers. Chang, C-Y., Lin, C-C. & Lin, H-H. (eds.). Springer Verlag, p. 654-664 11 p. (Communications in Computer and Information Science; vol. 1013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Grassmann Manifold
Grassmannian
Clustering algorithms
Clustering Algorithm
Clustering
1 Citation (Scopus)

In-air hand gesture signature recognition system based on 3-dimensional imagery

Khoh, W. H., Pang, Y. H. & Teoh, B. J., 2019 Mar 1, In : Multimedia Tools and Applications. 78, 6, p. 6913-6937 25 p.

Research output: Contribution to journalArticle

Air
Sensors
Costs
6 Citations (Scopus)

Multi-Fold Gabor, PCA, and ICA Filter Convolution Descriptor for Face Recognition

Low, C. Y., Teoh, B. J. & Ng, C. J., 2019 Jan 1, In : IEEE Transactions on Circuits and Systems for Video Technology. 29, 1, p. 115-129 15 p., 8063938.

Research output: Contribution to journalArticle

Independent component analysis
Face recognition
Convolution
Principal component analysis
Gabor filters

One-factor cancellable scheme for fingerprint template protection: Extended Feature Vector (EFV) hashing

Lee, M. J., Jin, Z. & Teoh, B. J., 2019 Jan 30, 10th IEEE International Workshop on Information Forensics and Security, WIFS 2018. Institute of Electrical and Electronics Engineers Inc., 8630782. (10th IEEE International Workshop on Information Forensics and Security, WIFS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biometrics
Template
Factors
biometrics
Authentication

Periocular recognition in thewild: Implementation of RGB-OCLBCP dual-stream CNN

Tiong, L. C. O., Lee, Y. & Teoh, B. J., 2019 Jul 1, In : Applied Sciences (Switzerland). 9, 13, 2709.

Research output: Contribution to journalArticle

Open Access
Benchmarking
Fusion reactions
Textures
Color
Neural networks

Symmetric keyring encryption scheme for biometric cryptosystem

Lai, Y. L., Hwang, J. Y., Jin, Z., Kim, S., Cho, S. & Teoh, B. J., 2019 Oct 1, In : Information sciences. 502, p. 492-509 18 p.

Research output: Contribution to journalArticle

Cryptosystem
Biometrics
Encryption
Cryptography
Fingerprint Verification

Touch-stroke dynamics authentication using temporal regression forest

Ooi, S. Y. & Teoh, B. J., 2019 Jul 1, In : IEEE Signal Processing Letters. 26, 7, p. 1001-1005 5 p., 8713391.

Research output: Contribution to journalArticle

Stroke
Authentication
Regression
Smartphones
Biometrics
2018
1 Citation (Scopus)

A cancellable ranking based hashing method for fingerprint template protection

Jin, Z., Hwang, J. Y., Kim, S., Cho, S., Lai, Y. L. & Teoh, B. J., 2018 Jan 1, Mobile Networks and Management - 9th International Conference, MONAMI 2017, Proceedings. Wen, S., Hu, J., Khalil, I. & Tari, Z. (eds.). Springer Verlag, p. 378-389 12 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 235).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biometrics
Toughness
Statistics
Acoustic waves
7 Citations (Scopus)

An Analytic Gabor Feedforward Network for Single-Sample and Pose-Invariant Face Recognition

Oh, B. S., Toh, K. A., Teoh, B. J. & Lin, Z., 2018 Jun 1, In : IEEE Transactions on Image Processing. 27, 6, p. 2791-2805 15 p.

Research output: Contribution to journalArticle

Face recognition
Computational efficiency
Imaging techniques
Experiments
2 Citations (Scopus)

Discriminative kernel-based metric learning for face verification

Chong, S. C., Ong, T. S. & Teoh, B. J., 2018 Oct 1, In : Journal of Visual Communication and Image Representation. 56, p. 207-219 13 p.

Research output: Contribution to journalArticle

Support vector machines
Availability

Enhanced independent spectral histogram representations in face recognition

Pang, Y. H., Teoh, A. B. J., Ooi, S. Y. & Low, C. Y., 2018 Jun 1, In : Multimedia Tools and Applications. 77, 11, p. 14259-14284 26 p.

Research output: Contribution to journalArticle

Filter banks
Face recognition
Lighting

Human gait recognition using localized Grassmann mean representatives with partial least squares regression

Connie, T., Goh, M. K. O. & Teoh, A. B. J., 2018 May 2, (Accepted/In press) In : Multimedia Tools and Applications. p. 1-26 26 p.

Research output: Contribution to journalArticle

Biometrics
Vector spaces
Face recognition
Cameras
Availability
3 Citations (Scopus)

Kernel deep regression network for touch-stroke dynamics authentication

Chang, I., Low, C. Y., Choi, S. & Teoh, B. J., 2018 Jul 1, In : IEEE Signal Processing Letters. 25, 7, p. 1109-1113 5 p.

Research output: Contribution to journalArticle

Kernel Regression
Stroke
Authentication
Ridge Regression
Identity Management

One-class Random Maxout Probabilistic Network for Mobile Touchstroke Authentication

Choi, S., Chang, I. & Teoh, B. J., 2018 Nov 26, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 3359-3364 6 p. 8545451. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Authentication
Network layers
Mobile phones
Classifiers
Fusion reactions
1 Citation (Scopus)

One-factor Cancellable Biometrics based on Indexing-First-Order Hashing for Fingerprint Authentication

Kim, J. & Teoh, B. J., 2018 Nov 26, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-August. p. 3108-3113 6 p. 8545565

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biometrics
Authentication
Data storage equipment

Orthogonal filter banks with region Log-TiedRank covariance matrices for face recognition

Ng, C. J., Low, C. Y., Toh, K. A., Kim, J. & Teoh, B. J., 2018 Aug 1, In : Journal of Visual Communication and Image Representation. 55, p. 548-560 13 p.

Research output: Contribution to journalArticle

Filter banks
Face recognition
Covariance matrix
Mathematical transformations
Discrete cosine transforms
1 Citation (Scopus)

Random permutation Maxout transform for cancellable facial template protection

Teoh, B. J., Cho, S. & Kim, J., 2018 Nov 1, In : Multimedia Tools and Applications. 77, 21, p. 27733-27759 27 p.

Research output: Contribution to journalArticle

Biometrics
Deterioration
Compliance
15 Citations (Scopus)

Ranking-Based Locality Sensitive Hashing-Enabled Cancelable Biometrics: Index-of-Max Hashing

Jin, Z., Hwang, J. Y., Lai, Y. L., Kim, S. & Teoh, B. J., 2018 Feb 1, In : IEEE Transactions on Information Forensics and Security. 13, 2, p. 393-407 15 p., 8038818.

Research output: Contribution to journalArticle

Biometrics
4 Citations (Scopus)

Sparse pseudoinverse incremental extreme learning machine

Kassani, P. H., Teoh, B. J. & Kim, E., 2018 Apr 26, In : Neurocomputing. 287, p. 128-142 15 p.

Research output: Contribution to journalArticle

Learning systems
Machine design
Neurons
Feedforward neural networks
Vanilla
1 Citation (Scopus)

Tensor manifold-based extreme learning machine for 2.5-D face recognition

Chong, L. Y., Ong, T. S. & Teoh, A. B. J., 2018 Jan 1, In : Journal of Electronic Imaging. 27, 1, 013016.

Research output: Contribution to journalArticle

machine learning
Face recognition
Covariance matrix
Tensors
Learning systems
2017
7 Citations (Scopus)

A Gabor-based network for heterogeneous face recognition

Oh, B. S., Oh, K., Teoh, A. B. J., Lin, Z. & Toh, K. A., 2017 Oct 25, In : Neurocomputing. 261, p. 253-265 13 p.

Research output: Contribution to journalArticle

Face recognition
Databases
Infrared radiation
Learning systems
Hot Temperature
13 Citations (Scopus)

A Grassmannian Approach to Address View Change Problem in Gait Recognition

Connie, T., Goh, M. K. O. & Teoh, B. J., 2017 Jun 1, In : IEEE Transactions on Cybernetics. 47, 6, p. 1395-1408 14 p., 7452580.

Research output: Contribution to journalArticle

Biometrics
Human engineering
Deterioration
Learning systems
Kinematics
9 Citations (Scopus)

A new sparse model for traffic sign classification using soft histogram of oriented gradients

Kassani, P. H. & Teoh, B. J., 2017 Mar 1, In : Applied Soft Computing Journal. 52, p. 231-246 16 p.

Research output: Contribution to journalArticle

Traffic signs
Classifiers
Computer vision
Feature extraction
Polynomials
30 Citations (Scopus)

Cancellable iris template generation based on Indexing-First-One hashing

Lai, Y. L., Jin, Z., Teoh, B. J., Goi, B. M., Yap, W. S., Chai, T. Y. & Rathgeb, C., 2017 Apr 1, In : Pattern Recognition. 64, p. 105-117 13 p.

Research output: Contribution to journalArticle

Biometrics
Experiments
12 Citations (Scopus)

Enhanced maximum curvature descriptors for finger vein verification

Syarif, M. A., Ong, T. S., Teoh, B. J. & Tee, C., 2017 Mar 1, In : Multimedia Tools and Applications. 76, 5, p. 6859-6887 29 p.

Research output: Contribution to journalArticle

Feature extraction
Lighting
Sensors
Processing
Experiments
2 Citations (Scopus)

Evolutionary-modified fuzzy nearest-neighbor rule for pattern classification

Kassani, P. H., Teoh, A. B. J. & Kim, E., 2017 Dec 1, In : Expert Systems with Applications. 88, p. 258-269 12 p.

Research output: Contribution to journalArticle

Pattern recognition
Genetic algorithms
Membership functions
Statistical tests
Sorting
4 Citations (Scopus)

Face template protection via random permutation maxout transform

Cho, S. & Teoh, B. J., 2017 Apr 21, Proceedings of 2017 International Conference on Biometrics Engineering and Application, ICBEA 2017. Association for Computing Machinery, p. 21-27 7 p. (ACM International Conference Proceeding Series; vol. Part F128052).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biometrics
Hardness
Experiments
1 Citation (Scopus)

Finessing filter scarcity problem in face recognition via multi-fold filter convolution

Low, C. Y. & Teoh, B. J., 2017 Jan 1, Second International Workshop on Pattern Recognition. Chen, G., Jiang, X. & Arai, M. (eds.). SPIE, Vol. 10443. 104430G

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Independent component analysis
Face recognition
Face Recognition
Convolution
convolution integrals

Online Heterogeneous Face Recognition Based on Total-Error-Rate Minimization

Jang, S. I., Tan, G. C., Toh, K. A. & Teoh, B. J., 2017 Sep 23, (Accepted/In press) In : IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Research output: Contribution to journalArticle

Face recognition
Infrared radiation
Learning systems
1 Citation (Scopus)

PCA filter based covariance descriptor for 2.5D face recognition

Chong, L. Y., Teoh, B. J. & Ong, T. S., 2017 Apr 21, Proceedings of 2017 International Conference on Biometrics Engineering and Application, ICBEA 2017. Association for Computing Machinery, p. 13-20 8 p. (ACM International Conference Proceeding Series; vol. Part F128052).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Face recognition
Covariance matrix
Object recognition
Electric network analysis
6 Citations (Scopus)

Simplified 2DPalmHash code for secure palmprint verification

Leng, L., Teoh, B. J. & Li, M., 2017 Mar 1, In : Multimedia Tools and Applications. 76, 6, p. 8373-8398 26 p.

Research output: Contribution to journalArticle

Computational complexity
6 Citations (Scopus)

Stacking PCANet +: An Overly Simplified ConvNets Baseline for Face Recognition

Low, C. Y., Teoh, B. J. & Toh, K. A., 2017 Nov 1, In : IEEE Signal Processing Letters. 24, 11, p. 1581-1585 5 p., 8027103.

Research output: Contribution to journalArticle

Stacking
Face recognition
Face Recognition
Principal component analysis
Principal Component Analysis

Unconstrained face verification with a dual-layer block-based metric learning

Chong, S. C., Teoh, B. J. & Ong, T. S., 2017 Jan 1, In : Multimedia Tools and Applications. 76, 2, p. 1703-1719 17 p.

Research output: Contribution to journalArticle

Labels
2016
44 Citations (Scopus)

A survey on touch dynamics authentication in mobile devices

Teh, P. S., Zhang, N., Teoh, B. J. & Chen, K., 2016 Jun 1, In : Computers and Security. 59, p. 210-235 26 p.

Research output: Contribution to journalReview article

Biometrics
Mobile devices
Authentication
Touch screens
knowledge gap
31 Citations (Scopus)

Biometric cryptosystems: A new biometric key binding and its implementation for fingerprint minutiae-based representation

Jin, Z., Teoh, B. J., Goi, B. M. & Tay, Y. H., 2016 Aug 1, In : Pattern Recognition. 56, p. 50-62 13 p.

Research output: Contribution to journalArticle

Biometrics
Cryptography
Error correction
Hamming distance
Acoustic waves
5 Citations (Scopus)

DCT based region log-tiedrank covariance matrices for face recognition

Ng, C. J., Teoh, B. J. & Low, C. Y., 2016 May 18, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2099-2103 5 p. 7472047. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discrete cosine transforms
Face recognition
Covariance matrix
Gabor filters
Filter banks
27 Citations (Scopus)

DCTNet: A simple learning-free approach for face recognition

Ng, C. J. & Teoh, B. J., 2016 Feb 19, 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015. Institute of Electrical and Electronics Engineers Inc., p. 761-768 8 p. 7415375. (2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discrete Cosine Transform
Discrete cosine transforms
Face recognition
Face Recognition
Principal component analysis
6 Citations (Scopus)

Finger-knuckle-print for identity verification based on difference images

Kim, J., Oh, K., Teoh, B. J. & Toh, K. A., 2016 Oct 19, Proceedings of the 2016 IEEE 11th Conference on Industrial Electronics and Applications, ICIEA 2016. Institute of Electrical and Electronics Engineers Inc., p. 1073-1077 5 p. 7603741. (Proceedings of the 2016 IEEE 11th Conference on Industrial Electronics and Applications, ICIEA 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fingerprint
Discrete Fourier transforms
Computational complexity
Heaviside step function
Projection Matrix
21 Citations (Scopus)

Generating Fixed-Length Representation from Minutiae Using Kernel Methods for Fingerprint Authentication

Jin, Z., Lim, M. H., Teoh, B. J., Goi, B. M. & Tay, Y. H., 2016 Oct 1, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 46, 10, p. 1415-1428 14 p., 7379005.

Research output: Contribution to journalArticle

Authentication
Biometrics
Principal component analysis
Cryptography
39 Citations (Scopus)
Radon
Principal component analysis
Neural networks
Experiments
24 Citations (Scopus)

Kernel PCA enabled bit-string representation for minutiae-based cancellable fingerprint template

Wong, W. J., Teoh, B. J., Kho, Y. H. & Dennis Wong, M. L., 2016 Mar 1, In : Pattern Recognition. 51, p. 197-208 12 p.

Research output: Contribution to journalArticle

Principal component analysis
11 Citations (Scopus)

Multi-fold Gabor filter convolution descriptor for face recognition

Low, C. Y., Teoh, B. J. & Ng, C. J., 2016 May 18, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 2094-2098 5 p. 7472046

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gabor filters
Face recognition
Convolution
4 Citations (Scopus)

Multi-view gait recognition using a doubly-kernel approach on the Grassmann manifold

Connie, T., Goh, K. O. M. & Teoh, B. J., 2016 Dec 5, In : Neurocomputing. 216, p. 534-542 9 p.

Research output: Contribution to journalArticle

Gait
Hilbert spaces
Principal component analysis
Experiments
Principal Component Analysis
3 Citations (Scopus)

Range image derivatives for GRCM on 2.5D face recognition

Chong, L. Y., Teoh, B. J. & Ong, T. S., 2016 Jan 1, Information Science and Applications, ICISA 2016. Kim, K. J. & Joukov, N. (eds.). Springer Verlag, p. 753-763 11 p. (Lecture Notes in Electrical Engineering; vol. 376).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Face recognition
Covariance matrix
Derivatives
Tensors
Textures
9 Citations (Scopus)

TDAS: a touch dynamics based multi-factor authentication solution for mobile devices

Teh, P. S., Zhang, N., Teoh, B. J. & Chen, K., 2016 Jan 1, In : International Journal of Pervasive Computing and Communications. 12, 1, p. 127-153 27 p.

Research output: Contribution to journalArticle

Mobile devices
Mobile Devices
Authentication
Biometrics
Attack
2 Citations (Scopus)

Tensor kernel supervised dictionary learning for face recognition

Lee, Y. K., Low, C. Y. & Beng Jin Teoh, A., 2016 Feb 19, 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015. Institute of Electrical and Electronics Engineers Inc., p. 623-629 7 p. 7415344

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glossaries
Face recognition
Face Recognition
Tensors
Tensor

Weighted discriminant analysis and kernel ridge regression metric learning for face verification

Chong, S. C., Teoh, B. J. & Ong, T. S., 2016 Jan 1, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Ozawa, S., Ikeda, K., Liu, D., Hirose, A., Doya, K. & Lee, M. (eds.). Springer Verlag, p. 401-410 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9948 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kernel Regression
Ridge Regression
Discriminant analysis
Discriminant Analysis
Mahalanobis Distance
2015
30 Citations (Scopus)

Alignment-free row-co-occurrence cancelable palmprint Fuzzy Vault

Leng, L. & Teoh, B. J., 2015 Jan 1, In : Pattern Recognition. 48, 7, p. 2290-2303 14 p.

Research output: Contribution to journalArticle

Biometrics
Textures
Cryptography
Polynomials
Recovery