• 2307 Citations
  • 26 h-Index
1993 …2020

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2020

Extraction and Cross-Matching of Palm-Vein and Palmprint from the RGB and the NIR Spectrums for Identity Verification

Cho, S., Oh, B. S., Toh, K. A. & Lin, Z., 2020 Jan 1, In : IEEE Access. 8, p. 4005-4021 17 p., 8945316.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

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

Jang, S. I., Tan, G. C., Toh, K. A. & Teoh, A. B. J., 2020 Apr 1, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50, 4, p. 1286-1299 14 p., 8049340.

Research output: Contribution to journalArticle

Pedestrian Detection Using Pixel Difference Matrix Projection

Liu, X., Toh, K. A. & Allebach, J. P., 2020 Apr, In : IEEE Transactions on Intelligent Transportation Systems. 21, 4, p. 1441-1454 14 p., 8703888.

Research output: Contribution to journalArticle

Training a multilayer network with low-memory kernel-and-range projection

Zhuang, H., Lin, Z. & Toh, K. A., 2020 Jan, In : Journal of the Franklin Institute. 357, 1, p. 522-550 29 p.

Research output: Contribution to journalArticle

Open Access
2019

A Hierarchical Multiclassifier System for Automated Analysis of Delayered IC Images

Cheng, D., Shi, Y., Gwee, B. H., Toh, K. A. & Lin, T., 2019 Mar 1, In : IEEE Intelligent Systems. 34, 2, p. 36-43 8 p., 8574979.

Research output: Contribution to journalArticle

A Line Feature Extraction Method for Finger-Knuckle-Print Verification

Kim, J., Oh, K., Oh, B. S., Lin, Z. & Toh, K. A., 2019 Feb 15, In : Cognitive Computation. 11, 1, p. 50-70 21 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Augmented EMD for complex-valued univariate signals

Oh, B. S., Zhuang, H., Toh, K. A. & Lin, Z., 2019 Jan 1, In : IET Signal Processing. 13, 4, p. 424-433 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Nasal similarity measure of 3D faces based on curve shape space

Lv, C., Wu, Z., Wang, X., Zhou, M. & Toh, K. A., 2019 Apr, In : Pattern Recognition. 88, p. 458-469 12 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2018

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

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

Research output: Contribution to journalArticle

12 Citations (Scopus)

Biomedical image classification based on a cascade of an SVM with a reject option and subspace analysis

Lin, D., Sun, L., Toh, K. A., Zhang, J. B. & Lin, Z., 2018 May 1, In : Computers in Biology and Medicine. 96, p. 128-140 13 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Exploiting the categorical reliability difference for binary classification

Sun, L., Toh, K. A., Chen, B. & Lin, Z., 2018 Mar, In : Journal of the Franklin Institute. 355, 4, p. 2022-2040 19 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Hybrid K-means clustering and support vector machine method for via and metal line detections in delayered IC images

Cheng, D., Shi, Y., Lin, T., Gwee, B. H. & Toh, K. A., 2018 Dec, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 65, 12, p. 1849-1853 5 p., 8338096.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Kernel and range approach to analytic network learning

Toh, K. A., 2018 Dec, In : International Journal of Networked and Distributed Computing. 7, 1, p. 20-28 9 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Micro-Doppler Mini-UAV Classification Using Empirical-Mode Decomposition Features

Oh, B. S., Guo, X., Wan, F., Toh, K. A. & Lin, Z., 2018 Feb, In : IEEE Geoscience and Remote Sensing Letters. 15, 2, p. 227-231 5 p., 8239598.

Research output: Contribution to journalArticle

26 Citations (Scopus)

Optimizing between data transformation and parametric weighting for stable binary classification

Oh, K., Li, Z., Oh, B. S. & Toh, K. A., 2018 Mar, In : Journal of the Franklin Institute. 355, 4, p. 1614-1637 24 p.

Research output: Contribution to journalArticle

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

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

Research output: Contribution to journalArticle

Stretchy binary classification

Toh, K. A., Lin, Z., Sun, L. & Li, Z., 2018 Jan, In : Neural Networks. 97, p. 74-91 18 p.

Research output: Contribution to journalArticle

Twin SVM with a reject option through ROC curve

Lin, D., Sun, L., Toh, K. A., Zhang, J. B. & Lin, Z., 2018 Mar, In : Journal of the Franklin Institute. 355, 4, p. 1710-1732 23 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2017

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

13 Citations (Scopus)

An adaptive local binary pattern for 3D hand tracking

Kim, J., Yu, S., Kim, D., Toh, K. A. & Lee, S., 2017 Jan 1, In : Pattern Recognition. 61, p. 139-152 14 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets

Nan, S., Sun, L., Chen, B., Lin, Z. & Toh, K. A., 2017 Jan, In : IEEE Transactions on Neural Networks and Learning Systems. 28, 1, p. 94-106 13 p.

Research output: Contribution to journalArticle

25 Citations (Scopus)

Eye detection in a facial image under pose variation based on multi-scale iris shape feature

Kim, H., Jo, J., Toh, K. A. & Kim, J., 2017 Jan 1, In : Image and Vision Computing. 57, p. 147-164 18 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

13 Citations (Scopus)
2016

An empirical study on iris recognition in a mobile phone

Kim, D., Jung, Y., Toh, K. A., Son, B. & Kim, J., 2016 Jul 15, In : Expert Systems with Applications. 54, p. 328-339 12 p.

Research output: Contribution to journalArticle

26 Citations (Scopus)
2015

A center sliding Bayesian binary classifier adopting orthogonal polynomials

Sun, L., Toh, K. A. & Lin, Z., 2015 Jun 1, In : Pattern Recognition. 48, 6, p. 2013-2028 16 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Object tracking based on an online learning network with total error rate minimization

Jang, S. I., Choi, K., Toh, K. A., Teoh, A. B. J. & Kim, J., 2015 Jan 1, In : Pattern Recognition. 48, 1, p. 126-139 14 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)

Sequential extreme learning machine incorporating survival error potential

Sun, L., Chen, B., Toh, K. A. & Lin, Z., 2015 May 1, In : Neurocomputing. 155, p. 194-204 11 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)
2014

Combining sclera and periocular features for multi-modal identity verification

Oh, K., Oh, B. S., Toh, K. A., Yau, W. Y. & Eng, H. L., 2014 Mar 27, In : Neurocomputing. 128, p. 185-198 14 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)

Exploiting the relationships among several binary classifiers via data transformation

Toh, K. A. & Tan, G. C., 2014 Mar 1, In : Pattern Recognition. 47, 3, p. 1509-1522 14 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Face detection based on skin color likelihood

Ban, Y., Kim, S. K., Kim, S., Toh, K. A. & Lee, S., 2014 Apr 1, In : Pattern Recognition. 47, 4, p. 1573-1585 13 p.

Research output: Contribution to journalArticle

58 Citations (Scopus)
2013

An online learning network for biometric scores fusion

Kim, Y., Toh, K. A., Teoh, A. B. J., Eng, H. L. & Yau, W. Y., 2013 Feb 15, In : Neurocomputing. 102, p. 65-77 13 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)

A system for signature verification based on horizontal and vertical components in hand gestures

Oh, B. S., Jeon, J., Toh, K. A., Teoh, A. B. J. & Kim, J., 2013 Jan 1, In : IEEE Intelligent Systems. 28, 6, p. 52-55 4 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
8 Citations (Scopus)

Weighted online sequential extreme learning machine for class imbalance learning

Mirza, B., Lin, Z. & Toh, K. A., 2013 Dec 1, In : Neural Processing Letters. 38, 3, p. 465-486 22 p.

Research output: Contribution to journalArticle

73 Citations (Scopus)
2012

An efficient dynamic reliability-dependent bit allocation for biometric discretization

Lim, M. H., Teoh, A. B. J. & Toh, K. A., 2012 May 1, In : Pattern Recognition. 45, 5, p. 1960-1971 12 p.

Research output: Contribution to journalArticle

34 Citations (Scopus)

An online AUC formulation for binary classification

Kim, Y., Toh, K. A., Teoh, A. B. J., Eng, H. L. & Yau, W. Y., 2012 Jun 1, In : Pattern Recognition. 45, 6, p. 2266-2279 14 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Extraction and fusion of partial face features for cancelable identity verification

Oh, B. S., Toh, K. A., Choi, K., Beng Jin Teoh, A. & Kim, J., 2012 Sep 1, In : Pattern Recognition. 45, 9, p. 3288-3303 16 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Incremental face recognition for large-scale social network services

Choi, K., Toh, K. A. & Byun, H., 2012 Aug, In : Pattern Recognition. 45, 8, p. 2868-2883 16 p.

Research output: Contribution to journalArticle

41 Citations (Scopus)

Service-oriented architecture based on biometric using random features and incremental neural networks

Choi, K., Toh, K. A., Uh, Y. & Byun, H., 2012 Sep 1, In : Soft Computing. 16, 9, p. 1539-1553 15 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)
2011

An efficient incremental face annotation for large scale web services

Choi, K., Toh, K. A. & Byun, H., 2011 Aug 1, In : Telecommunication Systems. 47, 3-4, p. 197-214 18 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Combining local face image features for identity verification

Oh, B. S., Toh, K. A., Beng Jin Teoh, A. & Kim, J., 2011 Sep 1, In : Neurocomputing. 74, 16, p. 2452-2463 12 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Fusion of visual and infrared face verification systems

Choi, B., Kim, Y. & Toh, K. A., 2011 May, In : Security and Communication Networks. 4, 5, p. 500-514 15 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Realtime training on mobile devices for face recognition applications

Choi, K., Toh, K. A. & Byun, H., 2011 Feb 1, In : Pattern Recognition. 44, 2, p. 386-400 15 p.

Research output: Contribution to journalArticle

47 Citations (Scopus)
2010

Adaptive reduced multivariate polynomial equalizers for blu-ray disc channels

Choi, S., Toh, K. A. & Kong, G., 2010 May 1, In : IEEE Transactions on Consumer Electronics. 56, 2, p. 682-686 5 p., 5505988.

Research output: Contribution to journalArticle

1 Citation (Scopus)

A performance driven methodology for cancelable face templates generation

Kim, Y., Teoh, A. B. J. & Toh, K. A., 2010 Jul 1, In : Pattern Recognition. 43, 7, p. 2544-2559 16 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Cancellable biometrics and user-dependent multi-state discretization in BioHash

Teoh, A. B. J., Yip, W. K. & Toh, K. A., 2010 Jan 1, In : Pattern Analysis and Applications. 13, 3, p. 301-307 7 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)

Illumination-invariant color space and its application to skin-color detection

Yang, U., Kim, B., Toh, K. A. & Sohn, K., 2010 Oct 1, In : Optical Engineering. 49, 10, 107004.

Research output: Contribution to journalArticle

8 Citations (Scopus)

SVM-based feature extraction for face recognition

Kim, S. K., Park, Y. J., Toh, K. A. & Lee, S., 2010 Aug 1, In : Pattern Recognition. 43, 8, p. 2871-2881 11 p.

Research output: Contribution to journalArticle

50 Citations (Scopus)
2009

Gait recognition using multi-bipolarized contour vector

Hong, S., Lee, H., Toh, K. A. & Kim, E., 2009 Nov 26, In : International Journal of Control, Automation and Systems. 7, 5, p. 799-808 10 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Two-fold regularization for kernel Fisher discriminant analysis in face recognition

Kim, S. K., Toh, K. A. & Lee, S., 2009 May 10, In : ieice electronics express. 6, 9, p. 540-545 6 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)