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Recent Publications

Recent Papers in 2018
(last-modified: 08 May 2018)

International Journal
  • D. Cheng, Y. Shi, T. Lin, B.-H. Gwee and K.-A. Toh, "Hybrid K-Means Clustering and Support Vector Machine Method for Via and Metal Line Detections in Delayered IC Images," IEEE Trans. on Circuits and Systems II: Express Briefs, (accepted), 2018.
  • B.-S. Oh, K.-A. Toh, A. B. J. Teoh and Z. Lin, "An Analytic Gabor Feedforward Network for Single-sample and Pose-invariant Face Recognition," IEEE Trans. on Image Processing, vol. 27, no. 6, pp. 2791-2805, Jun 2018.
  • L. Sun, K.-A. Toh, B. Chen and Z. Lin, "Exploiting the categorical reliability difference for binary classification," Journal of the Franklin Institute, vol. 355, no. 4, pp. 2022-2040, Mar 2018.
  • D. Lin, L. Sun, K.-A. Toh, J. B. Zhang and Z. Lin, "Twin SVM with a reject option through ROC curve," Journal of the Franklin Institutevol. 355, no. 4, pp. 1710-1732, Mar 2018.
  • K. Oh, Z. Li, B.-S. Oh and K.-A. Toh, "Optimizing Between Data Transformation and Parametric Weighting for Stable Binary Classification," Journal of the Franklin Institute, vol. 355, no. 4, pp. 1614-1637, Mar 2018.
  • B.-S. Oh, X. Guo, F. Wan, K.-A. Toh and Z. Lin, "Micro-Doppler Mini-UAV Classification Using Empirical-Mode Decomposition Features," IEEE Geoscience and Remote Sensing Letters, vol. 15, no. 2, pp. 227-231, Feb 2018.
  • K.-A. Toh, Z. Lin, L. Sun and Z. Li, "Stretchy binary classification," Neural Networks, Vol. 97, pp. 74-91, Jan 2018.
International Conference
  • X. Ma, B.-S. Oh, L. Sun, K.-A. Toh, and Z. Lin, “EMD-based Entropy Features for micro-Doppler mini-UAV classification,” International Conference on Pattern Recognition (ICPR), Beijing, China, 20-24 Aug 2018.

Recent Papers in 2017

International Journal
  • S.-I Jang, G.-C. Tan, K.-A. Toh and A. B. J. Teoh, "Online Heterogeneous Face Recognition Based on Total-Error-Rate Minimization," IEEE Trans. on  Systems, Man, and Cybernetics: Systems, (accepted), Sep 2017.
  • C.-Y. Low, A. B. J. Teoh, K.-A. Toh, "Stacking PCANet+: An Overly Simplified ConvNets Baseline for Face Recognition," IEEE Signal Processing Letters, vol. 24, no. 11, pp. 1581-1585, Sep 2017.
  • J. KimS. Yu, D. Kim, K.-A. Toh and S. Lee "An adaptive local binary pattern for 3D hand tracking," Pattern Recognition, vol. 61, pp. 139-152, Jan 2017.
  • S. NanL. Sun, B. Chen, Z. Lin and K.-A. Toh, "Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets," IEEE Trans. on Neural Networks and Learning Systems, vol. 28, no. 1, Jan 2017.
International Conference
  • H. Moon, S. Jang, K. Oh, and K.-A Toh, "An In-Air Signature Verification System Using Wi-Fi Signals," International Conference on Biometric Engineering and Forensics (ICBEF), Seoul, South Korea, 12-14 Nov 2017.
  • J. Kim, K. Oh, B.-S. Oh, Z. Lin, K.-A. Toh, "A line feature extraction method for finger-knuckle-print verification", The 8th International Conference on Extreme Learning Machines (ELM2017), Yantai, China, 4-7 Oct 2017.

Papers published in 2016

International Conference
  • K. Oh and K.-A. Toh, "A folding sum transformation for binary classification," The 9th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), Jeju, Korea, 13-15 Dec 2016.
  • S.-I. Jang, G.-C. Tan and K.-A. Toh, "Recursive Total Error Rate Minimization," IEEE TENCON, Singapore, 22-25 Nov 2016.
  • J. Kim, K. Oh, Andrew B. J. Teoh and K.-A. Toh, "Finger-Knuckle-Print for Identity Verification Based on Difference Images," The 11th IEEE Conference on Industrial Electronics and Applications (ICIEA), pp. 1-1, Hefei, China, 5-7 Jun 2016.
  • L. Sun, B. Chen, K.-A. Toh, Z. Lin, "A parameter-free Cauchy-Schwartz information measure for independent component analysis," The 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2524-2528, Shanghai, China, 20-25 Mar 2016.
Papers published in 2015

International Journal
  • L. Sun, K.-A. Toh and Z. Lin, "A Center Sliding Bayesian Binary Classifier Adopting Orthogonal Polynomials," Pattern Recognitionvol. 48, no. 6, pp. 2013-2028, 2015.
  • S.-I. Jang, K. Choi, K.-A. Toh, Andrew B. J. Teoh and J. Kim, "Object Tracking Based on An Online Learning Network with Total Error Rate Minimization," Pattern Recognitionvol. 48, no. 1, pp. 126-139, 2015.
International Conference
  • B.-S. Oh and K.-A. Toh, "Face Identity Verification based on a Feed-forward Fusion Network," International Conference on Electronics, Information and Communications (ICEIC), Singapore, 28-31 Jan 2015.
  • K.-A. Toh, "Stretchy multivariate polynomial classification," IEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Singapore, 7-9 Apr 2015.
Papers published in 2014

International Journal
  • K.-A. Toh and G.-C. Tan, "Exploiting the relationships among several binary classifiers via data transformation," Pattern Recognition, vol. 47, no. 3, pp. 1509-1522, 2014.
  • Y. Ban, Sangki Kim, Sooyeon Kim, K.-A. Toh and S. Lee, "Face detection based on skin color likelihood," Pattern Recognition, vol. 47, no. 4, pp. 1573-1585, 2014.
International Conference
  • K.-A. Toh, "Twisting key absolute space for stretchy polynomial regression," International Conference on Control Automation Robotics & Vision (ICARCV), Singapore, 10-12 Dec 2014.
  • B.-S. Oh, K. Oh, Andrew B. J. Teoh and K.-A. Toh"A Single layer Feedforward Fusion Network for Face Verification," International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, 10-12 Dec 2014.
  • K.-A. Toh, "Pattern Classification Adopting Multivariate Polynomials," International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Apr, 2014.

Papers published in 2013
International Journal
  • B.-S. Oh, J. Jeon, K.-A. Toh, Andrew B. J. Teoh and J. Kim, "A system for Signature Verification Based on Horizontal and Vertical Components of Hand Gesture," IEEE Intelligent Systems, vol.28, pp.52-55, 2013.
International Conference
  • B.-S. Oh and K.-A. Toh, “Face Identity Verification Based on Sinusoidal Projection," IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM), pp.71-76, 2013.
  • B.-S. Oh and K.-A. Toh, “A Preliminary Study of an Orthogonalized Random Projection Network," Proceedings of The 11th International Conference on Electronics, Information and Communications (ICEIC), Bali, Indonesia, 30 Jan - 2 Feb 2013.
  • S.-I. Jang, K. Oh, Andrew B. J. Teoh and K.-A. Toh, "Object Tracking Based on Kernel Recursive Least-Squares with Total Error Rate Minimization," The 8th IEEE Conference on Industrial Electronics and Applications (ICIEA), pp. 1415-1419, Melbourne, Australia, 19-21 Jun 2013. 

Papers published in 2012
International Journal
  • M.-H. Lim, Andrew B. J. Teoh and K.-A. Toh, "Dynamic Detection Rate-Based Bit Allocation with Genuine Interval Concealment for Binary Biometric Representation," IEEE Trans. on Systems, Man, and Cybernetics, Part B, Oct, 2012 (to appear). 
  • B.-S. Oh, K.-A. Toh, K. Choi, Andrew B. J. Teoh and J. Kim “Extraction and Fusion of Partial Face Features for Cancelable Identity Verification,” Pattern Recognition, vol.45, no.9, pp. 3288-3303, Sep 2012.
  • Y. Kim, K.-A. Toh, Andrew B. J. Teoh H.-L. Eng and W.-Y. Yau, “An online AUC formulation for binary classification," Pattern Recognition, vol 45, no. 6, pp. 2266-2279, Jun 2012.
  • K. Choi, K.-A. Toh and H. Byun, “Incremental Face Recognition for Large-scale Social Network Services,” Pattern Recognition, vol.45, no.8, pp.2868-2883, Aug 2012.
  • M.-H. Lim, Andrew B. J. Teoh and K.-A. Toh, “An Efficient Dynamic Reliability-Dependent Bit Allocation for Biometric Discretization,” Pattern Recognition, vol.45, no.5, pp.1960-1971, May 2012.
International Conference
  • J.-H. Jeon, B.-S. Oh and K.-A. Toh, “A System for Hand-Gesture Based Signature Recognition,"  The 12th Intlernational Conference on Control, Automation, Robotics and Vision (ICARCV), pp. 171-175, Guangzhou, China, 5-7 Dec 2012.
  • B.-S. Oh, K. Oh and K.-A. Toh, “On Projection-based Methods for Periocular Identity Verification," The 7th IEEE Conference on Industrial Electronics and Applications (ICIEA), pp. 871-876, Singapore, 18-20 Jul 2012. 
  • K. Oh and K.-A. Toh, “Extracting Sclera Features for Cancelable Identity Verification," International Conference on Biometrics (ICB), New Delhi, India, 29 Mar-1 Apr 2012 (Oral).