Kar-Ann Toh

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 67

Top Venues

Publications

Jaekwon Lee, Lu Zhang, Donghyun Kim, Kar-Ann Toh
Human Activity Recognition Using Wi-Fi Signals based on Tokenized Signals with Attention. ISCAS (2024)
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) (2024)
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)
Jaekwon Lee, Jooyoung Kim, Donghyun Kim, Seung Ah Lee, Jong Hwan Sung, Kar-Ann Toh
Multispectral Palm-vein Fusion for User Identification. ICEIC (2023)
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) (2023)
Gunsik Lim, Beomseok Oh, Donghyun Kim, Kar-Ann Toh
Human Activity Recognition via Score Level Fusion of Wi-Fi CSI Signals. Sensors 23 (16) (2023)
Kar-Ann Toh, Giuseppe Molteni, Zhiping Lin
Deterministic bridge regression for compressive classification. Inf. Sci. 648 (2023)
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) (2023)
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)
Kar-Ann Toh, Giuseppe Molteni, Zhiping Lin
Deterministic Bridge Regression for Compressive Classification. CoRR (2022)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Blockwise Recursive Moore-Penrose Inverse for Network Learning. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Huiping Zhuang, Zhiping Lin, Yimin Yang, Kar-Ann Toh
Analytic Learning of Convolutional Neural Network For Pattern Recognition. CoRR (2022)
Huu-Thiet Nguyen, Chien Chern Cheah, Kar-Ann Toh
An analytic layer-wise deep learning framework with applications to robotics. Autom. 135 (2022)
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) (2022)
Jaekwon Lee, Jooyoung Kim, Kar-Ann Toh
Identity Verification based on the RGB and NIR Images of the Palm. INDIN (2022)
Huiping Zhuang, Zhenyu Weng, Renchunzi Xie, Kar-Ann Toh, Zhiping Lin
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection. CoRR (2022)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Training Multilayer Neural Networks Analytically Using Kernel Projection. ISCAS (2021)
Huu-Thiet Nguyen, Chien Chern Cheah, Kar-Ann Toh
An Analytic Layer-wise Deep Learning Framework with Applications to Robotics. CoRR (2021)
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 (2021)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Correlation Projection for Analytic Learning of a Classification Network. Neural Process. Lett. 53 (6) (2021)
Sungchul Cho, Beom-Seok Oh, Donghyun Kim, Kar-Ann Toh
Palm-Vein Verification Using Images From the Visible Spectrum. IEEE Access 9 (2021)
Xing Liu, Kar-Ann Toh, Jan P. Allebach
Pedestrian Detection Using Pixel Difference Matrix Projection. IEEE Trans. Intell. Transp. Syst. 21 (4) (2020)
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 (2020)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization. CoRR (2020)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Training a multilayer network with low-memory kernel-and-range projection. J. Frankl. Inst. 357 (1) (2020)
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) (2020)
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)
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) (2019)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
A Low-Memory Learning Formulation for a Kernel-and-Range Network. IJCNN (2019)
Beom-Seok Oh, Huiping Zhuang, Kar-Ann Toh, Zhiping Lin
Augmented EMD for complex-valued univariate signals. IET Signal Process. 13 (4) (2019)
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)
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) (2019)
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 (2019)
Huu-Thiet Nguyen, Chien Chern Cheah, Kar-Ann Toh
. AIM (2019)
Young-Woong Kwon, Jooyoung Kim, Kar-Ann Toh
Wi-Fi Based Handwritten Signature Verification Using a Triplet Network. ICAIP (2019)
Kar-Ann Toh, Lei Sun, Zhiping Lin
Deterministic Stretchy Regression. CoRR (2018)
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) (2018)
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) (2018)
Kar-Ann Toh
Learning from the kernel and the range space. ICIS (2018)
Xinyue Ma, Beom-Seok Oh, Lei Sun, Kar-Ann Toh, Zhiping Lin
EMD-Based Entropy Features for micro-Doppler Mini-UAV Classification. ICPR (2018)
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 (12) (2018)
Kar-Ann Toh, Zhiping Lin, Zhengguo Li, Beom-Seok Oh, Lei Sun
Gradient-Free Learning Based on the Kernel and the Range Space. CoRR (2018)
Beom-Seok Oh, Andrew Beng Jin Teoh, Kar-Ann Toh, Zhiping Lin
Grassmannian Clustering for Multivariate Time Sequences. ICS (2018)
Lei Sun, Kar-Ann Toh, Badong Chen, Zhiping Lin
Exploiting the categorical reliability difference for binary classification. J. Frankl. Inst. 355 (4) (2018)
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) (2018)
Kar-Ann Toh
Kernel and Range Approach to Analytic Network Learning. Int. J. Networked Distributed Comput. 7 (1) (2018)
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) (2018)
Kar-Ann Toh
Analytic Network Learning. CoRR (2018)
Huiping Zhuang, Beom-Seok Oh, Dongyun Lin, Kar-Ann Toh, Zhiping Lin
Multicomponent Signal Decomposition Using Morphological Operations. DSL (2018)
Xing Liu, Kar-Ann Toh
A novel set of pixel difference-based features for pedestrian detection. ISBA (2018)
Kar-Ann Toh
Learning from the Kernel and the Range Space. CoRR (2018)
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)
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 (2018)
Kar-Ann Toh, Zhiping Lin, Lei Sun, Zhengguo Li
Stretchy binary classification. Neural Networks 97 (2018)
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 (2018)
Joongrock Kim, Sunjin Yu, Dongchul Kim, Kar-Ann Toh, Sangyoun Lee
An adaptive local binary pattern for 3D hand tracking. Pattern Recognit. 61 (2017)
Dongyun Lin, Zhiping Lin, Lei Sun, Kar-Ann Toh, Jiuwen Cao
LLC encoded BoW features and softmax regression for microscopic image classification. ISCAS (2017)
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)
Amaury Lendasse, Chi-Man Vong, Kar-Ann Toh, Yoan Miche, Guang-Bin Huang
Advances in extreme learning machines (ELM2015). Neurocomputing 261 (2017)
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) (2017)
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 (2017)
Beom-Seok Oh, Kangrok Oh, Andrew Beng Jin Teoh, Zhiping Lin, Kar-Ann Toh
A Gabor-based network for heterogeneous face recognition. Neurocomputing 261 (2017)
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) (2017)
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 (2016)
Lei Sun, Badong Chen, Kar-Ann Toh, Zhiping Lin
A parameter-free Cauchy-Schwartz information measure for independent component analysis. ICASSP (2016)
Kangrok Oh, Kar-Ann Toh
A folding sum transformation for binary classification. APSIPA (2016)
Kar-Ann Toh
Pattern learning in closed-form. APSIPA (2016)
Lei Sun, Kar-Ann Toh, Zhiping Lin
A center sliding Bayesian binary classifier adopting orthogonal polynomials. Pattern Recognit. 48 (6) (2015)
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) (2015)
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) (2015)
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) (2015)
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)
Lei Sun, Badong Chen, Kar-Ann Toh, Zhiping Lin
Sequential extreme learning machine incorporating survival error potential. Neurocomputing 155 (2015)
Kar-Ann Toh
Stretchy multivariate polynomial classification. ISSNIP (2015)
Kar-Ann Toh
Twisting key absolute space for stretchy polynomial regression. ICARCV (2014)
Kar-Ann Toh
Pattern classification adopting multivariate polynomials. ISSNIP (2014)
Kar-Ann Toh
Stretchy Polynomial Regression. CoRR (2014)
Lei Sun, Kar-Ann Toh, Zhiping Lin, Badong Chen
Empirical survival error potential weighted least squares for binary pattern classification. ICARCV (2014)
Yeong Khang Lee, Andrew Beng Jin Teoh, Kar-Ann Toh
Joint kernel collaborative representation on Tensor manifold for face recognition. ICASSP (2014)
Kar-Ann Toh, Geok-Choo Tan
Exploiting the relationships among several binary classifiers via data transformation. Pattern Recognit. 47 (3) (2014)
Beom-Seok Oh, Kangrok Oh, Kar-Ann Toh, Andrew Beng Jin Teoh
A single layer feedforward fusion network for face verification. ICARCV (2014)
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 (2014)
Yuseok Ban, Sangki Kim, Sooyeon Kim, Kar-Ann Toh, Sangyoun Lee
Face detection based on skin color likelihood. Pattern Recognit. 47 (4) (2014)
Bilal Mirza, Zhiping Lin, Kar-Ann Toh
Weighted Online Sequential Extreme Learning Machine for Class Imbalance Learning. Neural Process. Lett. 38 (3) (2013)
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) (2013)
Beom-Seok Oh, Kar-Ann Toh
Face identity verification based on sinusoidal projection. CIBIM (2013)
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 (2013)
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) (2013)
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) (2012)
Meng-Hui Lim, Andrew Beng Jin Teoh, Kar-Ann Toh
An efficient dynamic reliability-dependent bit allocation for biometric discretization. Pattern Recognit. 45 (5) (2012)
Je-Hyoung Jeon, Beom-Seok Oh, Kar-Ann Toh
A system for hand gesture based signature recognition. ICARCV (2012)
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) (2012)
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) (2012)
Kangrok Oh, Kar-Ann Toh
Extracting sclera features for cancelable identity verification. ICB (2012)
Kwontaeg Choi, Kar-Ann Toh, Hyeran Byun
Incremental face recognition for large-scale social network services. Pattern Recognit. 45 (8) (2012)
Kwontaeg Choi, Kar-Ann Toh, Hyeran Byun
Realtime training on mobile devices for face recognition applications. Pattern Recognit. 44 (2) (2011)
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 (2011)
Beom-Seok Oh, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim
Combining local face image features for identity verification. Neurocomputing 74 (16) (2011)
Byounggyu Choi, Youngsung Kim, Kar-Ann Toh
Fusion of visual and infrared face verification systems. Secur. Commun. Networks 4 (5) (2011)
Ying-Han Pang, Andrew Teoh Beng Jin, Kar-Ann Toh
Kernel Discriminant Embedding in face recognition. J. Vis. Commun. Image Represent. 22 (7) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kar-Ann Toh