Publications - Machine Learning SG

Virtual stereovision system: new understanding on single-lens stereovision using a biprism (2005)

Kah Bin Lim Yong Xiao

camera resectioning image processing computer vision geometric analysis calibration +7 more

Journal of Electronic Imaging 57 citations Published 2005-10-01
Real-time lossless compression of mosaic video sequences (2005)

Lei Zhang Xiaolin Wu Paul Bao

data compression lossless compression data compression ratio video compression picture types context adaptive binary arithmetic coding +6 more

Real-time Imaging 17 citations Published 2005-10-01
Rapid and brief communication: Evolutionary extreme learning machine (2005)

Qin-Yu Zhu A. K. Qin P. N. Suganthan Guang-Bin Huang

extreme learning machine wake sleep algorithm artificial neural network active learning competitive learning +6 more

Pattern Recognition 888 citations Published 2005-10-01
Performance Evaluation of GAP-RBF Network in Channel Equalization (2005)

Ming-Bin Li Guang-Bin Huang P. Saratchandran N. Sundararajan

bit error rate channel recurrent neural network equalization radial basis function +6 more

Neural Processing Letters 19 citations Published 2005-10-01
On orientation and anisotropy estimation for online fingerprint authentication (2005)

Xudong Jiang

fingerprint recognition robustness fingerprint normalization biometrics +7 more

IEEE Transactions on Signal Processing 64 citations Published 2005-10-01
Model-guided deformable hand shape recognition without positioning aids (2005)

Wei Xiong Kar-Ann Toh Wei-Yun Yau Xudong Jiang

three dimensional face recognition biometrics computer vision computer science euclidean geometry +2 more

Pattern Recognition 74 citations Published 2005-10-01
Measurement of the visual contribution to postural steadiness from the COP movement: methodology and reliability. (2005)

V. Cornilleau-Pérès N. Shabana J. Droulez J.C.H. Goh G.S.M. Lee P.T.K. Chew

balance monocular vision logarithm trajectory sensory system +6 more

Gait & Posture 130 citations Published 2005-10-01
Letters: Fully complex extreme learning machine (2005)

Ming-Bin Li Guang-Bin Huang P. Saratchandran N. Sundararajan

extreme learning machine wake sleep algorithm artificial neural network feedforward neural network stability +5 more

Neurocomputing 396 citations Published 2005-10-01
Face recognition from 2D and 3D images using 3D Gabor filters (2005)

Yingjie Wang Chin-Seng Chua

gabor filter gabor wavelet gabor transform facial recognition system eigenface +7 more

Image and Vision Computing 110 citations Published 2005-10-01
An intelligent modified fuzzy c-means based algorithm for bias estimation and segmentation of brain MRI (2005)

M. Y. Siyal Lin Yu

segmentation gaussian noise fuzzy logic pattern recognition computer vision +7 more

Pattern Recognition Letters 144 citations Published 2005-10-01
An empirical comparison of nine pattern classifiers (2005)

Q.-L. Tran K.-A. Toh D. Srinivasan K.-L. Wong Shaun Qiu-Cen Low

weighted majority algorithm stability empirical risk minimization instance based learning linear classifier +7 more

systems man and cybernetics 19 citations Published 2005-10-01
A QFD-enabled product conceptualisation approach via design knowledge hierarchy and RCE neural network (2005)

Wei Yan Li Pheng Khoo Chun-Hsien Chen

design knowledge quality function deployment laddering hierarchy software engineering +5 more

Knowledge Based Systems 69 citations Published 2005-10-01
Spoken Language Identification System and Methods for Training and Operating Same (2005)

Haizhou Li Bin Ma George M. White

natural language processing speech recognition computer science artificial intelligence spoken language identification

18 citations Published 2005-09-19
Self-organizing cognitive agents and reinforcement learning in multi-agent environment (2005)

A.-H. Tan D. Xiao

reinforcement learning action selection temporal difference learning cognitive architecture multi agent system +4 more

IEEE/WIC/ACM International Conference on Intelligent Agent Technology 17 citations Published 2005-09-19
Goal-oriented methodology for agent system development (2005)

Z. Shen D. Li C. Miao Y. Miao

multi agent system software architecture software agent formal specification requirements analysis +6 more

IEEE/WIC/ACM International Conference on Intelligent Agent Technology 22 citations Published 2005-09-19
Method and System, for Mimo Detection (2005)

Zhongding Lei Yong-mei Dai Sumei Sun

mimo symbol pattern recognition mathematics artificial intelligence

27 citations Published 2005-09-15
Sensitivity analysis applied to the construction of radial basis function networks (2005)

D. Shi D. S. Yeung J. Gao

radial basis function network hierarchical rbf basis function radial basis function support vector machine +6 more

Neural Networks 82 citations Published 2005-09-01
Discovering reliable protein interactions from high-throughput experimental data using network topology (2005)

Jin Chen Wynne Hsu Mong Li Lee See-Kiong Ng

interaction network network topology data mining machine learning throughput +7 more

Artificial Intelligence in Medicine 58 citations Published 2005-09-01
Canny edge detection enhancement by scale multiplication (2005)

P. Bao Lei Zhang Xiaolin Wu

canny edge detector edge detection multiplication thresholding maxima and minima +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 628 citations Published 2005-09-01
Analysis of esthetic smiles by using computer vision techniques. (2005)

Nicholas K.C. Wong Ashraf A. Kassim Kelvin W.C. Foong

dental models creative visualization computer vision computer science elevation +1 more

American Journal of Orthodontics and Dentofacial Orthopedics 57 citations Published 2005-09-01

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Virtual stereovision system: new understanding on single-lens stereovision using a biprism (2005)

Real-time lossless compression of mosaic video sequences (2005)

Rapid and brief communication: Evolutionary extreme learning machine (2005)

Performance Evaluation of GAP-RBF Network in Channel Equalization (2005)

On orientation and anisotropy estimation for online fingerprint authentication (2005)

Model-guided deformable hand shape recognition without positioning aids (2005)

Measurement of the visual contribution to postural steadiness from the COP movement: methodology and reliability. (2005)

Letters: Fully complex extreme learning machine (2005)

Face recognition from 2D and 3D images using 3D Gabor filters (2005)

An intelligent modified fuzzy c-means based algorithm for bias estimation and segmentation of brain MRI (2005)

An empirical comparison of nine pattern classifiers (2005)

A QFD-enabled product conceptualisation approach via design knowledge hierarchy and RCE neural network (2005)

Spoken Language Identification System and Methods for Training and Operating Same (2005)

Self-organizing cognitive agents and reinforcement learning in multi-agent environment (2005)

Goal-oriented methodology for agent system development (2005)

Method and System, for Mimo Detection (2005)

Sensitivity analysis applied to the construction of radial basis function networks (2005)

Discovering reliable protein interactions from high-throughput experimental data using network topology (2005)

Canny edge detection enhancement by scale multiplication (2005)

Analysis of esthetic smiles by using computer vision techniques. (2005)