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2020 – today
- 2025
[j87]Huiping Zhuang, Zhiping Lin
, Yimin Yang, Kar-Ann Toh:
An analytic formulation of convolutional neural network learning for pattern recognition. Inf. Sci. 686: 121317 (2025)- 2024
- [j86]Jaekwon Lee, Beom-Seok Oh, Kar-Ann Toh:
Extraction of intersecting palm-vein and palmprint features for cancellable identity verification. CAAI Trans. Intell. Technol. 9(1): 69-86 (2024) - [c64]Jaekwon Lee, Lu Zhang, Donghyun Kim, Kar-Ann Toh:
Human Activity Recognition Using Wi-Fi Signals based on Tokenized Signals with Attention. ISCAS 2024: 1-5 - 2023
- [j85]Kar-Ann Toh, Giuseppe Molteni, Zhiping Lin:
Deterministic bridge regression for compressive classification. Inf. Sci. 648: 119505 (2023) - [j84]Jooyoung Kim, Zhiping Lin, Donghyun Kim, Kar-Ann Toh:
Face photo-sketch recognition based on multi-directional line features projection. Neural Comput. Appl. 35(28): 20697-20715 (2023) - [j83]Gunsik Lim, Beomseok Oh, Donghyun Kim, Kar-Ann Toh:
Human Activity Recognition via Score Level Fusion of Wi-Fi CSI Signals. Sensors 23(16): 7292 (2023) - [j82]Jongha Lee, Gwiyeong Moon, Sukhyeon Ka, Kar-Ann Toh, Donghyun Kim:
Deep Learning Approach for the Localization and Analysis of Surface Plasmon Scattering. Sensors 23(19): 8100 (2023) - [c63]Jaekwon Lee, Jooyoung Kim, Donghyun Kim, Seung Ah Lee, Jong Hwan Sung, Kar-Ann Toh:
Multispectral Palm-vein Fusion for User Identification. ICEIC 2023: 1-4 - [c62]Hongki Lee, Hajun Yoo, Gwang Myeong Seo, Kyungnam Kang, Seung Ah Lee, Kar-Ann Toh, Jong Hwan Sung, Donghyun Kim:
Nanospeckle Illumination Microscopy of Extracellular Vesicles on Chip. ICEIC 2023: 1-2 - 2022
- [j81]Huu-Thiet Nguyen, Chien Chern Cheah, Kar-Ann Toh:
An analytic layer-wise deep learning framework with applications to robotics. Autom. 135: 110007 (2022) - [j80]Deruo Cheng, Yiqiong Shi, Tong Lin, Bah-Hwee Gwee, Kar-Ann Toh:
Delayered IC image analysis with template-based Tanimoto Convolution and Morphological Decision. IET Circuits Devices Syst. 16(2): 169-177 (2022) - [j79]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
Blockwise Recursive Moore-Penrose Inverse for Network Learning. IEEE Trans. Syst. Man Cybern. Syst. 52(5): 3237-3250 (2022) - [c61]Jaekwon Lee, Jooyoung Kim, Kar-Ann Toh:
Identity Verification based on the RGB and NIR Images of the Palm. INDIN 2022: 123-128 - [c60]Huiping Zhuang, Zhenyu Weng, Hongxin Wei, Renchunzi Xie, Kar-Ann Toh, Zhiping Lin:
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection. NeurIPS 2022 - [i10]Huiping Zhuang, Zhiping Lin, Yimin Yang, Kar-Ann Toh:
Analytic Learning of Convolutional Neural Network For Pattern Recognition. CoRR abs/2202.06504 (2022) - [i9]Kar-Ann Toh, Giuseppe Molteni, Zhiping Lin:
Deterministic Bridge Regression for Compressive Classification. CoRR abs/2203.09721 (2022) - [i8]Huiping Zhuang, Zhenyu Weng, Renchunzi Xie, Kar-Ann Toh, Zhiping Lin:
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection. CoRR abs/2205.14922 (2022) - 2021
- [j78]Junsik Jung, Han Cheol Moon, Jooyoung Kim, Donghyun Kim, Kar-Ann Toh:
Wi-Fi Based User Identification Using In-Air Handwritten Signature. IEEE Access 9: 53548-53565 (2021) - [j77]Sungchul Cho, Beom-Seok Oh, Donghyun Kim, Kar-Ann Toh:
Palm-Vein Verification Using Images From the Visible Spectrum. IEEE Access 9: 86914-86927 (2021) - [j76]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
Correlation Projection for Analytic Learning of a Classification Network. Neural Process. Lett. 53(6): 3893-3914 (2021) - [c59]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
Training Multilayer Neural Networks Analytically Using Kernel Projection. ISCAS 2021: 1-5 - [i7]Huu-Thiet Nguyen, Chien Chern Cheah, Kar-Ann Toh:
An Analytic Layer-wise Deep Learning Framework with Applications to Robotics. CoRR abs/2102.03705 (2021) - 2020
- [j75]Sungchul Cho, Beom-Seok Oh, Kar-Ann Toh, Zhiping Lin:
Extraction and Cross-Matching of Palm-Vein and Palmprint From the RGB and the NIR Spectrums for Identity Verification. IEEE Access 8: 4005-4021 (2020) - [j74]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
Training a multilayer network with low-memory kernel-and-range projection. J. Frankl. Inst. 357(1): 522-550 (2020) - [j73]Xing Liu, Kar-Ann Toh, Jan P. Allebach:
Pedestrian Detection Using Pixel Difference Matrix Projection. IEEE Trans. Intell. Transp. Syst. 21(4): 1441-1454 (2020) - [j72]Se-In Jang, Geok-Choo Tan, Kar-Ann Toh, Andrew Beng Jin Teoh:
Online Heterogeneous Face Recognition Based on Total-Error-Rate Minimization. IEEE Trans. Syst. Man Cybern. Syst. 50(4): 1286-1299 (2020) - [i6]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization. CoRR abs/2012.03747 (2020)
2010 – 2019
- 2019
- [j71]Jooyoung Kim, Kangrok Oh, Beom-Seok Oh, Zhiping Lin, Kar-Ann Toh:
A Line Feature Extraction Method for Finger-Knuckle-Print Verification. Cogn. Comput. 11(1): 50-70 (2019) - [j70]Deruo Cheng, Yiqiong Shi, Bah-Hwee Gwee, Kar-Ann Toh, Tong Lin:
A Hierarchical Multiclassifier System for Automated Analysis of Delayered IC Images. IEEE Intell. Syst. 34(2): 36-43 (2019) - [j69]Beom-Seok Oh, Huiping Zhuang, Kar-Ann Toh, Zhiping Lin:
Augmented EMD for complex-valued univariate signals. IET Signal Process. 13(4): 424-433 (2019) - [j68]Chenlei Lv, Zhongke Wu, Xingce Wang, Mingquan Zhou, Kar-Ann Toh:
Nasal similarity measure of 3D faces based on curve shape space. Pattern Recognit. 88: 458-469 (2019) - [c58]Huu-Thiet Nguyen, Chien Chern Cheah, Kar-Ann Toh:
A Data-Driven Iterative Learning Algorithm for Robot Kinematics Approximation*. AIM 2019: 1031-1036 - [c57]Young-Woong Kwon, Jooyoung Kim, Kar-Ann Toh:
Wi-Fi Based Handwritten Signature Verification Using a Triplet Network. ICAIP 2019: 190-195 - [c56]Junsik Jung, Jooyoung Kim, Kar-Ann Toh:
Transfer Learning of Wi-Fi Handwritten Signature Signals for Identity Verification based on the Kernel and the Range Space Projection. ICIP 2019: 2586-2590 - [c55]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
A Low-Memory Learning Formulation for a Kernel-and-Range Network. IJCNN 2019: 1-6 - [c54]Deruo Cheng, Yiqiong Shi, Tong Lin, Bah-Hwee Gwee, Kar-Ann Toh:
Global Template Projection and Matching Method for Training-Free Analysis of Delayered IC Images. ISCAS 2019: 1-5 - 2018
- [j67]Dongyun Lin, Lei Sun, Kar-Ann Toh, Jingbo Zhang, Zhiping Lin:
Biomedical image classification based on a cascade of an SVM with a reject option and subspace analysis. Comput. Biol. Medicine 96: 128-140 (2018) - [j66]Kar-Ann Toh:
Kernel and Range Approach to Analytic Network Learning. Int. J. Networked Distributed Comput. 7(1): 20-28 (2018) - [j65]Kangrok Oh, Zhengguo Li, Beom-Seok Oh, Kar-Ann Toh:
Optimizing between data transformation and parametric weighting for stable binary classification. J. Frankl. Inst. 355(4): 1614-1637 (2018) - [j64]Dongyun Lin, Lei Sun, Kar-Ann Toh, Jingbo Zhang, Zhiping Lin:
Twin SVM with a reject option through ROC curve. J. Frankl. Inst. 355(4): 1710-1732 (2018) - [j63]Lei Sun, Kar-Ann Toh, Badong Chen, Zhiping Lin:
Exploiting the categorical reliability difference for binary classification. J. Frankl. Inst. 355(4): 2022-2040 (2018) - [j62]Cong Jie Ng, Cheng-Yaw Low, Kar-Ann Toh, Jaihie Kim, Andrew Beng Jin Teoh:
Orthogonal filter banks with region Log-TiedRank covariance matrices for face recognition. J. Vis. Commun. Image Represent. 55: 548-560 (2018) - [j61]Beom-Seok Oh, Xin Guo, Fang Yuan Wan, Kar-Ann Toh, Zhiping Lin:
Micro-Doppler Mini-UAV Classification Using Empirical-Mode Decomposition Features. IEEE Geosci. Remote. Sens. Lett. 15(2): 227-231 (2018) - [j60]Kar-Ann Toh, Zhiping Lin, Lei Sun, Zhengguo Li:
Stretchy binary classification. Neural Networks 97: 74-91 (2018) - [j59]Deruo Cheng, Yiqiong Shi, Tong Lin, Bah-Hwee Gwee, Kar-Ann Toh:
Hybrid K-Means Clustering and Support Vector Machine Method for via and Metal Line Detections in Delayered IC Images. IEEE Trans. Circuits Syst. II Express Briefs 65-II(12): 1849-1853 (2018) - [j58]Beom-Seok Oh, Kar-Ann Toh, Andrew Beng Jin Teoh, Zhiping Lin:
An Analytic Gabor Feedforward Network for Single-Sample and Pose-Invariant Face Recognition. IEEE Trans. Image Process. 27(6): 2791-2805 (2018) - [c53]Kar-Ann Toh:
Learning from the kernel and the range space. ICIS 2018: 1-6 - [c52]Kun Qin, Lei Sun, Bo Liu, Yuan Fan, Kar-Ann Toh:
A Robust Change-Point Detection Method by Eliminating Sparse Noises from Time Series. DSC 2018: 146-152 - [c51]Huiping Zhuang, Beom-Seok Oh, Dongyun Lin, Kar-Ann Toh, Zhiping Lin:
Multicomponent Signal Decomposition Using Morphological Operations. DSP 2018: 1-5 - [c50]Xinyue Ma, Beom-Seok Oh, Lei Sun, Kar-Ann Toh, Zhiping Lin:
EMD-Based Entropy Features for micro-Doppler Mini-UAV Classification. ICPR 2018: 1295-1300 - [c49]Beom-Seok Oh, Andrew Beng Jin Teoh, Kar-Ann Toh, Zhiping Lin:
Grassmannian Clustering for Multivariate Time Sequences. ICS 2018: 654-664 - [c48]Xing Liu, Kar-Ann Toh:
A novel set of pixel difference-based features for pedestrian detection. ISBA 2018: 1-6 - [i5]Kar-Ann Toh, Lei Sun, Zhiping Lin:
Deterministic Stretchy Regression. CoRR abs/1806.03404 (2018) - [i4]Kar-Ann Toh:
Learning from the Kernel and the Range Space. CoRR abs/1810.09071 (2018) - [i3]Kar-Ann Toh, Zhiping Lin, Zhengguo Li, Beom-Seok Oh, Lei Sun:
Gradient-Free Learning Based on the Kernel and the Range Space. CoRR abs/1810.11581 (2018) - [i2]Kar-Ann Toh:
Analytic Network Learning. CoRR abs/1811.08227 (2018) - 2017
- [j57]Amaury Lendasse, Chi-Man Vong, Kar-Ann Toh, Yoan Miche, Guang-Bin Huang:
Advances in extreme learning machines (ELM2015). Neurocomputing 261: 1-3 (2017) - [j56]Beom-Seok Oh, Kangrok Oh, Andrew Beng Jin Teoh, Zhiping Lin, Kar-Ann Toh:
A Gabor-based network for heterogeneous face recognition. Neurocomputing 261: 253-265 (2017) - [j55]Hyunjun Kim, Jaeik Jo, Kar-Ann Toh, Jaihie Kim:
Eye detection in a facial image under pose variation based on multi-scale iris shape feature. Image Vis. Comput. 57: 147-164 (2017) - [j54]Joongrock Kim, Sunjin Yu, Dongchul Kim, Kar-Ann Toh, Sangyoun Lee:
An adaptive local binary pattern for 3D hand tracking. Pattern Recognit. 61: 139-152 (2017) - [j53]Cheng-Yaw Low, Andrew Beng Jin Teoh, Kar-Ann Toh:
Stacking PCANet +: An Overly Simplified ConvNets Baseline for Face Recognition. IEEE Signal Process. Lett. 24(11): 1581-1585 (2017) - [j52]Shengyu Nan, Lei Sun, Badong Chen, Zhiping Lin, Kar-Ann Toh:
Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets. IEEE Trans. Neural Networks Learn. Syst. 28(1): 94-106 (2017) - [c47]Beom-Seok Oh, Xin Guo, Fang Yuan Wan, Kar-Ann Toh, Zhiping Lin:
An EMD-based micro-Doppler signature analysis for mini-UAV blade flash reconstruction. DSP 2017: 1-5 - [c46]Dongyun Lin, Zhiping Lin, Lei Sun, Kar-Ann Toh, Jiuwen Cao:
LLC encoded BoW features and softmax regression for microscopic image classification. ISCAS 2017: 1-4 - 2016
- [j51]Dongik Kim, Yujin Jung, Kar-Ann Toh, Byungjun Son, Jaihie Kim:
An empirical study on iris recognition in a mobile phone. Expert Syst. Appl. 54: 328-339 (2016) - [c45]Kangrok Oh, Kar-Ann Toh:
A folding sum transformation for binary classification. APSIPA 2016: 1-4 - [c44]Kar-Ann Toh:
Pattern learning in closed-form. APSIPA 2016: 1 - [c43]Lei Sun, Badong Chen, Kar-Ann Toh, Zhiping Lin:
A parameter-free Cauchy-Schwartz information measure for independent component analysis. ICASSP 2016: 2524-2528 - 2015
- [j50]Guang-Bin Huang, Erik Cambria, Kar-Ann Toh, Bernard Widrow, Zongben Xu:
New Trends of Learning in Computational Intelligence [Guest Editorial]. IEEE Comput. Intell. Mag. 10(2): 16-17 (2015) - [j49]Guang-Bin Huang, Erik Cambria, Kar-Ann Toh, Bernard Widrow, Zongben Xu:
New Trends of Learning in Computational Intelligence (Part II) [Guest Editorial]. IEEE Comput. Intell. Mag. 10(3): 8 (2015) - [j48]Lei Sun, Badong Chen, Kar-Ann Toh, Zhiping Lin:
Sequential extreme learning machine incorporating survival error potential. Neurocomputing 155: 194-204 (2015) - [j47]Se-In Jang, Kwontaeg Choi, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim:
Object tracking based on an online learning network with total error rate minimization. Pattern Recognit. 48(1): 126-139 (2015) - [j46]Lei Sun, Kar-Ann Toh, Zhiping Lin:
A center sliding Bayesian binary classifier adopting orthogonal polynomials. Pattern Recognit. 48(6): 2013-2028 (2015) - [c42]Lei Sun, Badong Chen, Shengyu Nan, Zhiping Lin, Kar-Ann Toh:
A dictionary updating scheme incorporating words elimination into Quantized Kernel Least-Mean-Squares for changing environments. DSP 2015: 911-915 - [c41]Kar-Ann Toh:
Stretchy multivariate polynomial classification. ISSNIP 2015: 1-6 - 2014
- [j45]Kangrok Oh, Beom-Seok Oh, Kar-Ann Toh, Wei-Yun Yau, How-Lung Eng:
Combining sclera and periocular features for multi-modal identity verification. Neurocomputing 128: 185-198 (2014) - [j44]Kar-Ann Toh, Geok-Choo Tan:
Exploiting the relationships among several binary classifiers via data transformation. Pattern Recognit. 47(3): 1509-1522 (2014) - [j43]Yuseok Ban, Sangki Kim, Sooyeon Kim, Kar-Ann Toh, Sangyoun Lee:
Face detection based on skin color likelihood. Pattern Recognit. 47(4): 1573-1585 (2014) - [c40]Beom-Seok Oh, Kangrok Oh, Kar-Ann Toh, Andrew Beng Jin Teoh:
A single layer feedforward fusion network for face verification. ICARCV 2014: 944-948 - [c39]Lei Sun, Kar-Ann Toh, Zhiping Lin, Badong Chen:
Empirical survival error potential weighted least squares for binary pattern classification. ICARCV 2014: 949-952 - [c38]Kar-Ann Toh:
Twisting key absolute space for stretchy polynomial regression. ICARCV 2014: 953-957 - [c37]Yeong Khang Lee, Andrew Beng Jin Teoh, Kar-Ann Toh:
Joint kernel collaborative representation on Tensor manifold for face recognition. ICASSP 2014: 6245-6249 - [c36]Kar-Ann Toh:
Pattern classification adopting multivariate polynomials. ISSNIP 2014: 1-6 - [i1]Kar-Ann Toh:
Stretchy Polynomial Regression. CoRR abs/1408.5449 (2014) - 2013
- [j42]Erik Cambria, Guang-Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi-Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C. M. Leung, Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, Yoan Miche, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, Xuefeng Yang, Kezhi Mao, Beom-Seok Oh, Je-Hyoung Jeon, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim, Hanchao Yu, Yiqiang Chen, Junfa Liu:
Extreme Learning Machines. IEEE Intell. Syst. 28(6): 30-59 (2013) - [j41]Youngsung Kim, Kar-Ann Toh, Andrew Beng Jin Teoh, How-Lung Eng, Wei-Yun Yau:
An online learning network for biometric scores fusion. Neurocomputing 102: 65-77 (2013) - [j40]Bilal Mirza, Zhiping Lin, Kar-Ann Toh:
Weighted Online Sequential Extreme Learning Machine for Class Imbalance Learning. Neural Process. Lett. 38(3): 465-486 (2013) - [j39]Meng-Hui Lim, Andrew Beng Jin Teoh, Kar-Ann Toh:
Dynamic Detection-Rate-Based Bit Allocation With Genuine Interval Concealment for Binary Biometric Representation. IEEE Trans. Cybern. 43(3): 843-857 (2013) - [c35]Beom-Seok Oh, Kar-Ann Toh:
Face identity verification based on sinusoidal projection. CIBIM 2013: 71-76 - 2012
- [j38]Meng-Hui Lim, Andrew Beng Jin Teoh, Kar-Ann Toh:
An efficient dynamic reliability-dependent bit allocation for biometric discretization. Pattern Recognit. 45(5): 1960-1971 (2012) - [j37]Youngsung Kim, Kar-Ann Toh, Andrew Beng Jin Teoh, How-Lung Eng, Wei-Yun Yau:
An online AUC formulation for binary classification. Pattern Recognit. 45(6): 2266-2279 (2012) - [j36]Kwontaeg Choi, Kar-Ann Toh, Hyeran Byun:
Incremental face recognition for large-scale social network services. Pattern Recognit. 45(8): 2868-2883 (2012) - [j35]Beom-Seok Oh, Kar-Ann Toh, Kwontaeg Choi, Andrew Beng Jin Teoh, Jaihie Kim:
Extraction and fusion of partial face features for cancelable identity verification. Pattern Recognit. 45(9): 3288-3303 (2012) - [j34]Kwontaeg Choi, Kar-Ann Toh, Youngjung Uh, Hyeran Byun:
Service-oriented architecture based on biometric using random features and incremental neural networks. Soft Comput. 16(9): 1539-1553 (2012) - [c34]Je-Hyoung Jeon, Beom-Seok Oh, Kar-Ann Toh:
A system for hand gesture based signature recognition. ICARCV 2012: 171-175 - [c33]Kangrok Oh, Kar-Ann Toh:
Extracting sclera features for cancelable identity verification. ICB 2012: 245-250 - 2011
- [j33]Meng-Hui Lim, Andrew Beng Jin Teoh, Kar-Ann Toh:
An analysis on equal width quantization and linearly separable subcode encoding-based discretization and its performance resemblances. EURASIP J. Adv. Signal Process. 2011: 82 (2011) - [j32]Beom-Seok Oh, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim:
Combining local face image features for identity verification. Neurocomputing 74(16): 2452-2463 (2011) - [j31]Ying-Han Pang, Andrew Teoh Beng Jin, Kar-Ann Toh:
Kernel Discriminant Embedding in face recognition. J. Vis. Commun. Image Represent. 22(7): 634-642 (2011) - [j30]Kwontaeg Choi, Kar-Ann Toh, Hyeran Byun:
Realtime training on mobile devices for face recognition applications. Pattern Recognit. 44(2): 386-400 (2011) - [j29]Jiankun Hu, Vijayakumar Bhagavatula, Mohammed Bennamoun, Kar-Ann Toh:
Biometric security for mobile computing. Secur. Commun. Networks 4(5): 483-486 (2011) - [j28]Byounggyu Choi, Youngsung Kim, Kar-Ann Toh:
Fusion of visual and infrared face verification systems. Secur. Commun. Networks 4(5): 500-514 (2011) - [j27]Kwontaeg Choi, Kar-Ann Toh, Hyeran Byun:
An efficient incremental face annotation for large scale web services. Telecommun. Syst. 47(3-4): 197-214 (2011) - [c32]Se-In Jang, Kwontaeg Choi, Youngsung Kim, Beom-Seok Oh, Kar-Ann Toh:
Visual tracking with online discriminative learning. ICICS 2011: 1-5 - [c31]Beom-Seok Oh, Kar-Ann Toh:
Fusion of structured projections for cancelable face identity verification. IJCB 2011: 1-8 - [r1]Kar-Ann Toh, Andrew Beng Jin Teoh:
Vascular Patterns. Encyclopedia of Cryptography and Security (2nd Ed.) 2011: 1353-1356 - 2010
- [j26]Andrew Beng Jin Teoh, Wai Kuan Yip, Kar-Ann Toh:
Cancellable biometrics and user-dependent multi-state discretization in BioHash. Pattern Anal. Appl. 13(3): 301-307 (2010) - [j25]Youngsung Kim, Andrew Beng Jin Teoh, Kar-Ann Toh:
A performance driven methodology for cancelable face templates generation. Pattern Recognit. 43(7): 2544-2559 (2010) - [j24]Sangki Kim, Youn Jung Park, Kar-Ann Toh, Sangyoun Lee:
SVM-based feature extraction for face recognition. Pattern Recognit. 43(8): 2871-2881 (2010) - [j23]Sooyong Choi, Kar-Ann Toh, Gyuyeol Kong:
Adaptive reduced multivariate polynomial equalizers for blu-ray disc channels. IEEE Trans. Consumer Electron. 56(2): 682-686 (2010) - [c30]Youngsung Kim, Kar-Ann Toh, Andrew Beng Jin Teoh:
An online learning algorithm for biometric scores fusion. BTAS 2010: 1-6 - [c29]Beom-Seok Oh, Kar-Ann Toh, Andrew Beng Jin Teoh:
Direct extraction and fusion of image pixel features for face identity verification. BTAS 2010: 1-6 - [c28]Ukil Yang, Minsung Kang, Kar-Ann Toh, Kwanghoon Sohn:
An illumination invariant skin-color model for face detection. BTAS 2010: 1-6 - [c27]Kar-Ann Toh:
A projection framework for biometrie scores fusion. ICARCV 2010: 1262-1267
2000 – 2009
- 2009
- [j22]Sangki Kim, Kar-Ann Toh, Sangyoun Lee:
Two-fold regularization for kernel Fisher discriminant analysis in face recognition. IEICE Electron. Express 6(9): 540-545 (2009) - [c26]Kwontaeg Choi, Kar-Ann Toh, Hyeran Byun:
A Random Network Ensemble for Face Recognition. ICB 2009: 92-101 - 2008
- [j21]Sangki Kim, Kar-Ann Toh, Sangyoun Lee:
Face Recognition Incorporating Ancillary Information. EURASIP J. Adv. Signal Process. 2008 (2008) - [j20]Kar-Ann Toh:
An error-counting network for pattern classification. Neurocomputing 71(7-9): 1680-1693 (2008) - [j19]Kar-Ann Toh:
Deterministic Neural Classification. Neural Comput. 20(6): 1565-1595 (2008) - [j18]Dipti Srinivasan, Vishal Sharma, Kar-Ann Toh:
Reduced multivariate polynomial-based neural network for automated traffic incident detection. Neural Networks 21(2-3): 484-492 (2008) - [j17]Kar-Ann Toh, How-Lung Eng:
Between Classification-Error Approximation and Weighted Least-Squares Learning. IEEE Trans. Pattern Anal. Mach. Intell. 30(4): 658-669 (2008) - [j16]Kar-Ann Toh, Jaihie Kim, Sangyoun Lee:
Biometric scores fusion based on total error rate minimization. Pattern Recognit. 41(3): 1066-1082 (2008) - [j15]Kar-Ann Toh, Jaihie Kim, Sangyoun Lee:
Maximizing area under ROC curve for biometric scores fusion. Pattern Recognit. 41(11): 3373-3392 (2008) - [j14]Kar-Ann Toh, Youngsung Kim, Sangyoun Lee, Jaihie Kim:
Fusion of visual and infra-red face scores by weighted power series. Pattern Recognit. Lett. 29(5): 603-615 (2008) - [j13]How-Lung Eng, Kar-Ann Toh, Wei-Yun Yau, Junxian Wang:
DEWS: A Live Visual Surveillance System for Early Drowning Detection at Pool. IEEE Trans. Circuits Syst. Video Technol. 18(2): 196-210 (2008) - [c25]Kwontaeg Choi, Hyeran Byun, Kar-Ann Toh:
A collaborative face recognition framework on a social network platform. FG 2008: 1-6 - [c24]Byung-Gue Choi, Youngsung Kim, Kar-Ann Toh:
A method to combine visual and infrared face image verification systems. ICARCV 2008: 440-445 - [c23]Minsung Kang, Bongjoe Kim, Kar-Ann Toh, Kwanghoon Sohn:
Surrounding adaptive color image enhancement based on CIECAM02. SMC 2008: 1031-1036 - 2007
- [j12]Chulhan Lee, Jeung-Yoon Choi, Kar-Ann Toh, Sangyoun Lee:
Alignment-Free Cancelable Fingerprint Templates Based on Local Minutiae Information. IEEE Trans. Syst. Man Cybern. Part B 37(4): 980-992 (2007) - [c22]Kar-Ann Toh:
Error-Rate Based Biometrics Fusion. ICB 2007: 191-200 - [c21]Andrew Teoh Beng Jin, Kar-Ann Toh, Wai Kuan Yip:
2Ns Discretisation of BioPhasor in Cancellable Biometrics. ICB 2007: 435-444 - [p1]Kar-Ann Toh, Quoc-Long Tran, Dipti Srinivasan:
Hyperbolic Function Networks for Pattern Classification. Trends in Neural Computation 2007: 1-33 - 2006
- [j11]Kar-Ann Toh:
Training a reciprocal-sigmoid classifier by feature scaling-space. Mach. Learn. 65(1): 273-308 (2006) - [c20]Kar-Ann Toh, How-Lung Eng, Yuen-Siong Choo, Yoon-Leon Cha, Wei-Yun Yau, Kay Soon Low:
Identity Verification Through Palm Vein and Crease Texture. ICB 2006: 546-553 - [c19]Tai-Kia Tan, Cheng-Leong Ng, Kar-Ann Toh, How-Lung Eng, Wei-Yun Yau, Dipti Srinivasan:
A Bimodal Palmprint Verification System. ICB 2006: 737-743 - 2005
- [j10]Wei Xiong, Kar-Ann Toh, Wei-Yun Yau, Xudong Jiang:
Model-guided deformable hand shape recognition without positioning aids. Pattern Recognit. 38(10): 1651-1664 (2005) - [j9]Kar-Ann Toh, Wei-Yun Yau:
Fingerprint and speaker verification decisions fusion using a functional link network. IEEE Trans. Syst. Man Cybern. Part C 35(3): 357-370 (2005) - [j8]Quoc-Long Tran, Kar-Ann Toh, Dipti Srinivasan, K. L. Wong, Qiu-Cen Low Shaun:
An empirical comparison of nine pattern classifiers. IEEE Trans. Syst. Man Cybern. Part B 35(5): 1079-1091 (2005) - [c18]Jian-Gang Wang, Kar-Ann Toh, Ronda Venkateswarlu:
Fusion of Appearance and Depth Information for Face Recognition. AVBPA 2005: 919-928 - [c17]Kar-Ann Toh, Xudong Jiang, Wei-Yun Yau:
Relaxation of Hard Classification Targets for LSE Minimization. EMMCVPR 2005: 187-202 - [c16]How-Lung Eng, Kar-Ann Toh, Wei-Yun Yau, Tuan-Kiang Chiew:
Recognition of Complex Human Behaviors in Pool Environment Using Foreground Silhouette. ISVC 2005: 371-379 - 2004
- [j7]Kar-Ann Toh, Quoc-Long Tran, Dipti Srinivasan:
Benchmarking a Reduced Multivariate Polynomial Pattern Classifier. IEEE Trans. Pattern Anal. Mach. Intell. 26(6): 740-755 (2004) - [j6]Kar-Ann Toh, Wei-Yun Yau, Xudong Jiang:
A reduced multivariate polynomial model for multimodal biometrics and classifiers fusion. IEEE Trans. Circuits Syst. Video Technol. 14(2): 224-233 (2004) - [j5]Kar-Ann Toh, Wei-Yun Yau:
Combination of hyperbolic functions for multimodal biometrics data fusion. IEEE Trans. Syst. Man Cybern. Part B 34(2): 1196-1209 (2004) - [j4]Kar-Ann Toh, Xudong Jiang, Wei-Yun Yau:
Exploiting global and local decisions for multimodal biometrics verification. IEEE Trans. Signal Process. 52(10): 3059-3072 (2004) - [c15]Kar-Ann Toh, Wei-Yun Yau:
Some learning issues in user-specific multimodal biometrics. ICARCV 2004: 1268-1273 - [c14]Kar-Ann Toh, Xudong Jiang, Wei-Yun Yau:
A Hyperbolic Function Model for Multiple Biometrics Decision Fusion. ICBA 2004: 655-662 - [c13]Kar-Ann Toh, Wei-Yun Yau, Eyung Lim, Lawrence Chen, Chin-Hon Ng:
Fusion of Auxiliary Information for Multi-modal Biometrics Authentication. ICBA 2004: 678-685 - [c12]Eyung Lim, Kar-Ann Toh, P. N. Saganthan, Xudong Jiang, Wei-Yun Yau:
Fingerprint image quality analysis. ICIP 2004: 1241-1244 - [c11]Alvin Harvey Kam, Kar-Ann Toh, How-Lung Eng, Wei-Yun Yau, Junxian Wang:
Automated Recognition of Highly Complex Human Behavior. ICPR (4) 2004: 327-330 - [c10]Wei-Yun Yau, Kar-Ann Toh, Tai Pang Chen:
Fingerprint Templates Combination. SINOBIOMETRICS 2004: 449-460 - [c9]Kar-Ann Toh, Quoc-Long Tran, Wei-Yun Yau:
Some Issues Pertaining to Adaptive Multimodal Biometric Authentication. SINOBIOMETRICS 2004: 617-628 - 2003
- [j3]Kar-Ann Toh:
Deterministic global optimization for FNN training. IEEE Trans. Syst. Man Cybern. Part B 33(6): 977-983 (2003) - [c8]Kar-Ann Toh, Wei Xiong, Wei-Yun Yau, Xudong Jiang:
Combining Fingerprint and Hand-Geometry Verification Decisions. AVBPA 2003: 688-696 - [c7]How-Lung Eng, Kar-Ann Toh, Alvin Harvey Kam, Junxian Wang, Wei-Yun Yau:
An automatic drowning detection surveillance system for challenging outdoor pool environments. ICCV 2003: 532-539 - [c6]Kar-Ann Toh:
Fingerprint and speaker verification decisions fusion. ICIAP 2003: 626-631 - 2002
- [j2]Kar-Ann Toh:
Global Optimization by Monotonic Transformation. Comput. Optim. Appl. 23(1): 77-99 (2002) - [c5]Kar-Ann Toh, Wei-Yun Yau:
Multi-modal biometrics fusion: beyond optimal weighting. ICARCV 2002: 788-792 - [c4]Kar-Ann Toh, Ke Zhi Mao:
A Global Transformation Approach to RBF Neural Network Learning. ICPR (2) 2002: 96-99 - 2001
- [c3]Kar-Ann Toh:
Global Energy Minimization: A Transformation Approach. EMMCVPR 2001: 391-406 - [c2]Kar-Ann Toh, Juwei Lu, Wei-Yun Yau:
Global Feedforward Neural Network Learning for Classification and Regression. EMMCVPR 2001: 407-422 - [c1]Kar-Ann Toh, Wei-Yun Yau, Xudong Jiang, Tai Pang Chen, Juwei Lu, Eyung Lim:
Minutiae data synthesis for fingerprint identification applications. ICIP (3) 2001: 262-265
1990 – 1999
- 1996
- [j1]Kar-Ann Toh, Rajagopalan Devanathan:
Pattern-based identification for process control applications. IEEE Trans. Control. Syst. Technol. 4(6): 641-648 (1996)
Coauthor Index
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