• 2307 Citations
  • 26 h-Index
1993 …2020

Research output per year

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Research Output

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 data-driven iterative learning algorithm for robot kinematics approximation

Nguyen, H. T., Cheah, C. C. & Toh, K. A., 2019 Jul, Proceedings of the 2019 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2019. Institute of Electrical and Electronics Engineers Inc., p. 1031-1036 6 p. 8868530. (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM; vol. 2019-July).

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

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)

A Low-Memory Learning Formulation for a Kernel-and-Range Network

Zhuang, H., Lin, Z. & Toh, K. A., 2019 Jul, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852122. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

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

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)

Global template projection and matching method for training-free analysis of delayered IC images

Cheng, D., Shi, Y., Lin, T., Gwee, B. H. & Toh, K. A., 2019 Jan 1, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702676. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Grassmannian Clustering for Multivariate Time Sequences

Oh, B. S., Teoh, A. 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

Multicomponent Signal Decomposition Using Morphological Operations

Zhuang, H., Oh, B. S., Lin, D., Toh, K. A. & Lin, Z., 2019 Jan 31, 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018. Institute of Electrical and Electronics Engineers Inc., 8631863. (International Conference on Digital Signal Processing, DSP; vol. 2018-November).

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

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)

Transfer Learning of Wi-Fi Handwritten Signature Signals for Identity Verification based on the Kernel and the Range Space Projection

Jung, J., Kim, J. & Toh, K. A., 2019 Sep, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 2586-2590 5 p. 8803371. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

Wi-Fi based handwritten signature verification using a triplet network

Kwon, Y. W., Kim, J. & Toh, K. A., 2019 Nov 3, ICAIP 2019 - 2019 3rd International Conference on Advances in Image Processing. Association for Computing Machinery, p. 190-195 6 p. (ACM International Conference Proceeding Series).

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

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)

A novel set of pixel difference-based features for pedestrian detection

Liu, X. & Toh, K. A., 2018 Mar 9, 2018 IEEE 4th International Conference on Identity, Security, and Behavior Analysis, ISBA 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2018 IEEE 4th International Conference on Identity, Security, and Behavior Analysis, ISBA 2018; vol. 2018-January).

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

2 Citations (Scopus)

A robust change-point detection method by eliminating sparse noises from time series

Qin, K., Sun, L., Liu, B., Fan, Y. & Toh, K. A., 2018 Jul 16, Proceedings - 2018 IEEE 3rd International Conference on Data Science in Cyberspace, DSC 2018. Institute of Electrical and Electronics Engineers Inc., p. 146-152 7 p. 8411850. (Proceedings - 2018 IEEE 3rd International Conference on Data Science in Cyberspace, DSC 2018).

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

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)

EMD-Based Entropy Features for micro-Doppler Mini-UAV Classification

Ma, X., Oh, B. S., Sun, L., Toh, K. A. & Lin, Z., 2018 Nov 26, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 1295-1300 6 p. 8546180. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

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

2 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

Palm-Vein recognition using RGB images

Cho, S. & Toh, K. A., 2018 Aug 22, Proceedings of 2018 3rd International Conference on Biomedical Signal and Image Processing, ICBIP 2018. Association for Computing Machinery, p. 47-52 6 p. (ACM International Conference Proceeding Series).

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

1 Citation (Scopus)

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

Advances in extreme learning machines (ELM2015)

Lendasse, A., Vong, C. M., Toh, K. A., Miche, Y. & Huang, G. B., 2017 Oct 25, In : Neurocomputing. 261, p. 1-3 3 p.

Research output: Contribution to journalEditorial

4 Citations (Scopus)

A folding sum transformation for binary classification

Oh, K. & Toh, K. A., 2017 Jan 17, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. Institute of Electrical and Electronics Engineers Inc., 7820861. (2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016).

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

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)

Almost minimax design of FIR filter using an IRLS algorithm without matrix inversion

Zhao, R., Lin, Z., Toh, K. A., Sun, L. & Lai, X., 2017 Jan 1, Second International Workshop on Pattern Recognition. Chen, G., Jiang, X. & Arai, M. (eds.). SPIE, 104431F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10443).

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

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)

Analytic radar micro-Doppler signatures classification

Oh, B. S., Gu, Z., Wang, G., Toh, K. A. & Lin, Z., 2017 Jan 1, Second International Workshop on Pattern Recognition. Chen, G., Jiang, X. & Arai, M. (eds.). SPIE, 104431L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10443).

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

An EMD-based micro-Doppler signature analysis for mini-UAV blade flash reconstruction

Oh, B. S., Guo, X., Wan, F., Toh, K. A. & Lin, Z., 2017 Nov 3, 2017 22nd International Conference on Digital Signal Processing, DSP 2017. Institute of Electrical and Electronics Engineers Inc., 8096105. (International Conference on Digital Signal Processing, DSP; vol. 2017-August).

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

6 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)

LLC encoded BoW features and softmax regression for microscopic image classification

Lin, D., Lin, Z., Sun, L., Toh, K. A. & Cao, J., 2017 Sep 25, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050243. (Proceedings - IEEE International Symposium on Circuits and Systems).

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

5 Citations (Scopus)

Recursive total error rate minimization

Jang, S. I., Tan, G. C. & Toh, K. A., 2017 Feb 8, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 38-41 4 p. 7847954. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

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)

Face recognition based on stretchy regression

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. 819-824 6 p. 7603694. (Proceedings of the 2016 IEEE 11th Conference on Industrial Electronics and Applications, ICIEA 2016).

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

1 Citation (Scopus)

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

Kim, J., Oh, K., Teoh, A. 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

6 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)

A dictionary updating scheme incorporating words elimination into Quantized Kernel Least-Mean-Squares for changing environments

Sun, L., Chen, B., Nan, S., Lin, Z. & Toh, K. A., 2015 Sep 9, 2015 IEEE International Conference on Digital Signal Processing, DSP 2015. Institute of Electrical and Electronics Engineers Inc., p. 911-915 5 p. 7252009. (International Conference on Digital Signal Processing, DSP; vol. 2015-September).

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

2 Citations (Scopus)

New Trends of Learning in Computational Intelligence (Part II) [Guest Editorial]

Huang, G. B., Cambria, E., Toh, K. A., Widrow, B. & Xu, Z., 2015 Aug 1, In : IEEE Computational Intelligence Magazine. 10, 3, 1 p., 7160853.

Research output: Contribution to journalEditorial

3 Citations (Scopus)

New trends of learning in computational intelligence [Guest Editorial]

Huang, G. B., Cambria, E., Toh, K. A., Widrow, B. & Xu, Z., 2015 May 1, In : IEEE Computational Intelligence Magazine. 10, 2, p. 16-17 2 p., 7083692.

Research output: Contribution to journalEditorial

31 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)