Publications - Machine Learning SG

Infrared imaging of hand vein patterns for biometric purposes (2007)

L. Wang G. Leedham S.-y. Cho

eye vein verification thermography biometrics computer vision infrared +6 more

Iet Computer Vision 201 citations Published 2007-12-26
Fast training and selection of Haar features using statistics in boosting-based face detection (2007)

Minh-Tri Pham Tat-Jen Cham

haar like features boosting classifier face detection facial recognition system +7 more

2007 IEEE 11th International Conference on Computer Vision 158 citations Published 2007-12-26
A Restoration Framework for Correcting Photometric and Geometric Distortions in Camera-based Document Images (2007)

Li Zhang A.M. Yip Chew Lim Tan

image restoration inpainting computer vision flattening shading +6 more

2007 IEEE 11th International Conference on Computer Vision 15 citations Published 2007-12-26
Multirobot Formations Based on the Queue-Formation Scheme With Limited Communication (2007)

Cheng-Heng Fua S.S. Ge Khac Duc Do Khiang-Wee Lim

queue robot queueing theory robotics information flow +7 more

IEEE Transactions on Robotics 36 citations Published 2007-12-18
Maximum-Minimum Eigenvalue Detection for Cognitive Radio (2007)

Yonghong Zeng Ying-Chang Liang

detection theory covariance matrix noise power false alarm cognitive radio +7 more

2007 IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications 434 citations Published 2007-12-04
Using edge direction information for measuring blocking artifacts of images (2007)

F. Pan X. Lin S. Rahardja E. P. Ong W. S. Lin

image compression data compression transform coding pixel computational complexity theory +6 more

Multidimensional Systems and Signal Processing 30 citations Published 2007-12-01
Understanding driver behavior using multi-dimensional CMAC (2007)

A. Wahab Toh Guang Wen N. Kamaruddin

subconscious brake controller feature extraction artificial intelligence +4 more

2007 6th International Conference on Information, Communications & Signal Processing 12 citations Published 2007-12-01
Self-Organizing Neural Architectures and Cooperative Learning in a Multiagent Environment (2007)

Dan Xiao Ah-Hwee Tan

rprop reinforcement learning artificial neural network feedforward neural network cooperative learning +6 more

systems man and cybernetics 14 citations Published 2007-12-01
Robust eyeball segmentation in noisy iris images using fourier spectral density (2007)

N.B. Puhan N. Sudha Xudong Jiang

scale space segmentation segmentation based object categorization image segmentation iris recognition thresholding +7 more

2007 6th International Conference on Information, Communications & Signal Processing 24 citations Published 2007-12-01
Region-Reaching Control of Robots (2007)

C.C. Cheah D.Q. Wang Y.C. Sun

setpoint robot control robot robotics visual servoing +7 more

IEEE Transactions on Robotics 69 citations Published 2007-12-01
Possibilistic fuzzy co-clustering of large document collections (2007)

William-Chandra Tjhi Lihui Chen

fuzzy clustering document clustering cluster analysis biclustering fuzzy logic +7 more

Pattern Recognition 51 citations Published 2007-12-01
Novelty detection for text documents using named entity recognition (2007)

Kok Wah Ng F.S. Tsai Lihui Chen Kiat Chong Goh

novelty named entity recognition novelty detection wordnet sentence +7 more

2007 6th International Conference on Information, Communications & Signal Processing 56 citations Published 2007-12-01
Modified ocular artifact removal technique from EEG by adaptive filtering (2007)

P.T. Kavitha C.T. Lau A.B. Premkumar

adaptive filter electroencephalography filter brain computer interface computer vision +6 more

2007 6th International Conference on Information, Communications & Signal Processing 11 citations Published 2007-12-01
Learning the drug target-likeness of a protein. (2007)

Huan Xu Hang Yang Xu Mingzhi Lin Wei Wang Zimu Li Jiaju Huang Yuzong Chen Xin Chen

drug discovery support vector machine machine learning limited availability bioinformatics +6 more

Proteomics 22 citations Published 2007-12-01
Infrared facial recognition using modified blood perfusion (2007)

Shiqian Wu Zhenghui Gu Kia Ai Chia Sim Heng Ong

facial recognition system computer vision perfusion infrared computer science +3 more

2007 6th International Conference on Information, Communications & Signal Processing 15 citations Published 2007-12-01
Information Quality Management in Sensor Networks based on the Dynamic Bayesian Network model (2007)

A. Tolstikov Wendong Xiao J. Biswas Sen Zhang Chen-Khong Tham

dynamic bayesian network bayesian network wireless sensor network sensor fusion activity recognition +7 more

2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information 15 citations Published 2007-12-01
IMM Filter based Sensor Scheduling for Maneuvering Target Tracking in Wireless Sensor Networks (2007)

Sen Zhang Wendong Xiao M.H. Ang Chen Khong Tham

wireless sensor network tracking system sensor node extended kalman filter kalman filter +7 more

2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information 17 citations Published 2007-12-01
Gait recognition for human identification based on ICA and fuzzy SVM through multiple views fusion (2007)

Jiwen Lu Erhu Zhang

fusion rules support vector machine independent component analysis classifier wavelet +7 more

Pattern Recognition Letters 171 citations Published 2007-12-01
Freeway incident detection using hybrid fuzzy neural network (2007)

D. Srinivasan S. Sanyal V. Sharma

fuzzy logic artificial neural network linear least squares convergence gaussian +7 more

Iet Intelligent Transport Systems 13 citations Published 2007-12-01
EM enhancement of 3D head pose estimated by point at infinity (2007)

Jian-Gang Wang Eric Sung

3d pose estimation pose vanishing point facial recognition system real image +7 more

Image and Vision Computing 147 citations Published 2007-12-01

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Infrared imaging of hand vein patterns for biometric purposes (2007)

Fast training and selection of Haar features using statistics in boosting-based face detection (2007)

A Restoration Framework for Correcting Photometric and Geometric Distortions in Camera-based Document Images (2007)

Multirobot Formations Based on the Queue-Formation Scheme With Limited Communication (2007)

Maximum-Minimum Eigenvalue Detection for Cognitive Radio (2007)

Using edge direction information for measuring blocking artifacts of images (2007)

Understanding driver behavior using multi-dimensional CMAC (2007)

Self-Organizing Neural Architectures and Cooperative Learning in a Multiagent Environment (2007)

Robust eyeball segmentation in noisy iris images using fourier spectral density (2007)

Region-Reaching Control of Robots (2007)

Possibilistic fuzzy co-clustering of large document collections (2007)

Novelty detection for text documents using named entity recognition (2007)

Modified ocular artifact removal technique from EEG by adaptive filtering (2007)

Learning the drug target-likeness of a protein. (2007)

Infrared facial recognition using modified blood perfusion (2007)

Information Quality Management in Sensor Networks based on the Dynamic Bayesian Network model (2007)

IMM Filter based Sensor Scheduling for Maneuvering Target Tracking in Wireless Sensor Networks (2007)

Gait recognition for human identification based on ICA and fuzzy SVM through multiple views fusion (2007)

Freeway incident detection using hybrid fuzzy neural network (2007)

EM enhancement of 3D head pose estimated by point at infinity (2007)