• 2307 Citations
  • 26 h-Index
1993 …2020

Research output per year

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Research Output

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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 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

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

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

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

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)

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)
2017

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

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

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)

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

2016

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 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)

Stretchy multivariate polynomial classification

Toh, K. A., 2015 May 13, 2015 IEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2015. Institute of Electrical and Electronics Engineers Inc., 7106898. (2015 IEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2015).

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

2 Citations (Scopus)
2014

A single layer feedforward fusion network for face verification

Oh, B. S., Oh, K., Toh, K. A. & Beng Jin Teoh, A., 2014 Jan 1, 2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014. Institute of Electrical and Electronics Engineers Inc., p. 944-948 5 p. 7064432. (2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014).

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

1 Citation (Scopus)

Empirical survival error potential weighted least squares for binary pattern classification

Sun, L., Toh, K. A., Lin, Z. & Chen, B., 2014 Jan 1, 2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014. Institute of Electrical and Electronics Engineers Inc., p. 949-952 4 p. 7064433. (2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014).

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

1 Citation (Scopus)

Joint kernel collaborative representation on Tensor manifold for face recognition

Lee, Y. K., Beng Jin Teoh, A. & Toh, K. A., 2014 Jan 1, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 6245-6249 5 p. 6854805. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

3 Citations (Scopus)

Pattern classification adopting multivariate polynomials

Toh, K. A., 2014 Jan 1, IEEE ISSNIP 2014 - 2014 IEEE 9th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, Conference Proceedings. IEEE Computer Society, 6827591. (IEEE ISSNIP 2014 - 2014 IEEE 9th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, Conference Proceedings).

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

1 Citation (Scopus)

Twisting key absolute space for stretchy polynomial regression

Toh, K. A., 2014 Jan 1, 2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014. Institute of Electrical and Electronics Engineers Inc., p. 953-957 5 p. 7064434. (2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014).

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

2 Citations (Scopus)
2013

Face identity verification based on sinusoidal projection

Oh, B. S. & Toh, K. A., 2013 Dec 1, Proceedings of the IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, CIBIM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 71-76 6 p. 6607917. (IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, CIBIM).

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

2 Citations (Scopus)

Object tracking based on kernel recursive least-squares with total error rate minimization

Jang, S. I., On, K., Beng Jin Teoh, A. & Toh, K. A., 2013 Aug 19, Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013. p. 1415-1419 5 p. 6566588. (Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013).

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

2012

A system for hand gesture based signature recognition

Jeon, J. H., Oh, B. S. & Toh, K. A., 2012 Dec 1, 2012 12th International Conference on Control, Automation, Robotics and Vision, ICARCV 2012. p. 171-175 5 p. 6485153. (2012 12th International Conference on Control, Automation, Robotics and Vision, ICARCV 2012).

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

11 Citations (Scopus)

Extracting sclera features for cancelable identity verification

Oh, K. & Toh, K. A., 2012 Oct 3, Proceedings - 2012 5th IAPR International Conference on Biometrics, ICB 2012. p. 245-250 6 p. 6199815. (Proceedings - 2012 5th IAPR International Conference on Biometrics, ICB 2012).

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

24 Citations (Scopus)

On projection-based methods for periocular identity verification

Oh, B. S., Oh, K. & Toh, K. A., 2012 Dec 1, Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012. p. 871-876 6 p. 6360847. (Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012).

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

7 Citations (Scopus)
2011

Fusion of structured projections for cancelable face identity verification

Oh, B. S. & Toh, K. A., 2011 Dec 1, 2011 International Joint Conference on Biometrics, IJCB 2011. 6117588. (2011 International Joint Conference on Biometrics, IJCB 2011).

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

Online AUC learning for biometric scores fusion

Kim, Y. & Toh, K. A., 2011 Sep 5, Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011. p. 275-280 6 p. 5975594. (Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011).

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

1 Citation (Scopus)

Visual tracking with online discriminative learning

Jang, S. I., Choi, K., Kim, Y., Oh, B. S. & Toh, K. A., 2011 Dec 1, ICICS 2011 - 8th International Conference on Information, Communications and Signal Processing. 6173536. (ICICS 2011 - 8th International Conference on Information, Communications and Signal Processing).

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

2 Citations (Scopus)
2010

An illumination invariant skin-color model for face detection

Yang, U., Kang, M., Toh, K. A. & Sohn, K., 2010 Dec 27, IEEE 4th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2010. 5634474. (IEEE 4th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2010).

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

4 Citations (Scopus)

An image edge mask for face identity verification

Toh, K. A. & Oh, B. S., 2010 Sep 1, Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010. p. 301-306 6 p. 5516848. (Proceedings of the 2010 5th IEEE Conference on Industrial Electronics and Applications, ICIEA 2010).

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

6 Citations (Scopus)

An online learning algorithm for biometric scores fusion

Kim, Y., Toh, K. A. & Teoh, A. B. J., 2010 Dec 27, IEEE 4th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2010. 5634510. (IEEE 4th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2010).

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

7 Citations (Scopus)

A projection framework for biometric scores fusion

Toh, K. A., 2010 Dec 1, 11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010. p. 1262-1267 6 p. 5707787. (11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010).

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

4 Citations (Scopus)

Direct extraction and fusion of image pixel features for face identity verification

Oh, B. S., Toh, K. A. & Teoh, A. B. J., 2010 Dec 27, IEEE 4th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2010. 5634516. (IEEE 4th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2010).

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

1 Citation (Scopus)
2009

A random network ensemble for recognition

Choi, K., Toh, K. A. & Byun, H., 2009 Sep 14, Advances in Biometrics - Third International Conference, ICB 2009, Proceedings. p. 92-101 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5558 LNCS).

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

4 Citations (Scopus)

Fusing horizontal and vertical components of face images for identity verification

Oh, B. S., Choi, B. G. & Toh, K. A., 2009 Sep 28, 2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009. p. 651-655 5 p. 5138286. (2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009).

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

4 Citations (Scopus)

Fusion of visual and infrared face biometric scores by projection

Toh, K. A., 2009 Dec 1, TENCON 2009 - 2009 IEEE Region 10 Conference. 5396097. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

2008

A collaborative face recognition framework on a social network platform

Choi, K., Byun, H. & Toh, K. A., 2008 Dec 1, 2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008. 4813420. (2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008).

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

14 Citations (Scopus)

A method to combine visual and infrared face image verification systems

Choi, B. G., Kim, Y. & Toh, K. A., 2008 Dec 1, 2008 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008. p. 440-445 6 p. 4795559. (2008 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008).

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

2 Citations (Scopus)

Between AUC based and error rate based learning

Toh, K. A., 2008 Sep 23, 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. p. 2116-2120 5 p. 4582893. (2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008).

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

1 Citation (Scopus)

Multi-view gait recognition fusion methodology

Nizami, I. F., Hong, S., Lee, H., Ahn, S., Toh, K. A. & Kim, E., 2008 Sep 23, 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. p. 2101-2105 5 p. 4582890. (2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008).

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

12 Citations (Scopus)

Projection learning models

Toh, K. A. & Teoh, A. B. J., 2008 Sep 23, 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. p. 2151-2155 5 p. 4582899. (2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008).

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

1 Citation (Scopus)

Secure biometric-key generation with biometric helper

Teoh, A. B. J. & Toh, K. A., 2008 Sep 23, 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. p. 2145-2150 6 p. 4582898. (2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008).

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

18 Citations (Scopus)

Sparse random projection for efficient cancelable face feature extraction

Kim, Y. & Toh, K. A., 2008 Sep 23, 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. p. 2139-2144 6 p. 4582897. (2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008).

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

9 Citations (Scopus)

SVM-based discriminant analysis for face recognition

Kim, S. K., Toh, K. A. & Lee, S., 2008 Sep 23, 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. p. 2112-2115 4 p. 4582892. (2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008).

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