Publications - Machine Learning SG

Texture classification by multi-model feature integration using Bayesian networks (2003)

Yong Huang Kap Luk Chan Zhihua Zhang

variable order bayesian network bayesian network gabor filter pattern recognition machine learning +7 more

Pattern Recognition Letters 20 citations Published 2003-01-01
Statistical background modeling for non-stationary camera (2003)

Ying Ren Chin-Seng Chua Yeong-Khing Ho

background subtraction foreground detection object detection video tracking motion compensation +6 more

Pattern Recognition Letters 127 citations Published 2003-01-01
Splice site detection with a higher-order markov model implemented on a neural network. (2003)

Loi Sy Ho Jagath C. Rajapakse

variable order markov model markov model markov chain maximum entropy markov model splice +6 more

Genome Informatics 55 citations Published 2003-01-01
Robust digital image-in-image watermarking algorithm using the fast Hadamard transform (2003)

Anthony Tung Shuen Ho Jun Shen Soon Hie Tan

watermark hadamard transform digital watermarking digital image discrete cosine transform +7 more

Mathematics of Data/Image Coding, Compression, and Encryption V, with Applications 15 citations Published 2003-01-01
QUALIFIER In TREC-12 QA Main Task. (2003)

Hui Yang Hang Cui Mstislav Maslennikov Long Qiu Min-Yen Kan Tat-Seng Chua

question answering factoid named entity recognition canonicalization wordnet +6 more

TREC 57 citations Published 2003-01-01
Off-line signature verification by the tracking of feature and stroke positions (2003)

Bin Fang Cheung H. Leung Yuan Yan Tang K. W. Tse Paul C. K. Kwok Y. K. Wong

elastic matching handwriting recognition pattern recognition computer science artificial intelligence +3 more

Pattern Recognition 243 citations Published 2003-01-01
Multi-class support vector machines for protein secondary structure prediction. (2003)

Minh N. Nguyen Jagath C. Rajapakse

support vector machine optimization problem binary classification directed acyclic graph binary number +7 more

Genome Informatics 94 citations Published 2003-01-01
Hierarchical text classification methods and their specification (2003)

Aixin Sun Ee-Peng Lim Wee-Keong Ng

library classification specification language natural language processing data mining computer science +3 more

12 citations Published 2003-01-01
Feature extraction using wavelet packets strategy (2003)

Hai Jiang Meng Joo Er Yang Gao

feature feature extraction hidden markov model mel frequency cepstrum wavelet transform +7 more

42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475) 18 citations Published 2003-01-01
Eliminating indeterminacy in ICA (2003)

Wei Lu Jagath C. Rajapakse

independent component analysis audio signal divergence constrained optimization a priori and a posteriori +6 more

Neurocomputing 69 citations Published 2003-01-01
Automatic detection and boundary estimation of the optic disk in retinal images using a model-based approach (2003)

Huiqi Li Opas Chutatape

optic disk image processing affine transformation optical disc principal component analysis +6 more

Journal of Electronic Imaging 13 citations Published 2003-01-01
Automated knowledge extraction for decision model construction: a data mining approach. (2003)

Ai Ling Zhu Jian Li Tze Yun Leong

decision model knowledge extraction association rule learning semantics information retrieval +8 more

AMIA ... Annual Symposium proceedings. AMIA Symposium 22 citations Published 2003-01-01
A multiview facial analysis technique for identity authentication (2003)

Yongsheng Gao S.C. Hui A.C.M. Fong

authentication facial recognition system biometrics ubiquitous computing computer vision +6 more

IEEE Pervasive Computing 17 citations Published 2003-01-01
A hybrid method for recognizing interacting machining features (2003)

W. D. Li S. K. Ong A. Y. C. Nee

graph feature recognition graph theory artificial intelligence computer science +3 more

International Journal of Production Research 28 citations Published 2003-01-01
Area–time issues in the VLSI implementation of self organizing map neural networks (2002)

Babu Mailachalam Thambipillai Srikanthan

self organizing map artificial neural network video processing very large scale integration artificial intelligence +6 more

Microprocessors and Microsystems 25 citations Published 2002-12-20
Video transcoding for fast forward/reverse video playback (2002)

Yap-Peng Tan YongQing Liang Jun Yu

video quality video processing video capture video browsing video post processing +6 more

Proceedings. International Conference on Image Processing 67 citations Published 2002-12-10
Road curb and intersection detection using a 2D LMS (2002)

K.R.S. Kodagoda W.S. Wijesoma A.P. Balasuriya

advanced driver assistance systems edge detection feature extraction image processing heuristics +6 more

IEEE/RSJ International Conference on Intelligent Robots and Systems 26 citations Published 2002-12-10
Model-based clustering and analysis of video scenes (2002)

Yap-Peng Tan Hong Lu

scene statistics mixture model cluster analysis motion analysis image segmentation +7 more

Proceedings. International Conference on Image Processing 12 citations Published 2002-12-10
Fingerprint quality and validity analysis (2002)

Eyung Lim Xudong Jiang Weiyun Yau

fingerprint recognition fingerprint image texture pixel pattern recognition +7 more

Proceedings. International Conference on Image Processing 250 citations Published 2002-12-10
Arbitrary downsizing video transcoding using fast motion vector reestimation (2002)

YongQing Liang Lap-Pui Chau Yap-Peng Tan

video post processing motion compensation block matching algorithm video denoising video compression picture types +6 more

IEEE Signal Processing Letters 54 citations Published 2002-12-10

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Texture classification by multi-model feature integration using Bayesian networks (2003)

Statistical background modeling for non-stationary camera (2003)

Splice site detection with a higher-order markov model implemented on a neural network. (2003)

Robust digital image-in-image watermarking algorithm using the fast Hadamard transform (2003)

QUALIFIER In TREC-12 QA Main Task. (2003)

Off-line signature verification by the tracking of feature and stroke positions (2003)

Multi-class support vector machines for protein secondary structure prediction. (2003)

Hierarchical text classification methods and their specification (2003)

Feature extraction using wavelet packets strategy (2003)

Eliminating indeterminacy in ICA (2003)

Automatic detection and boundary estimation of the optic disk in retinal images using a model-based approach (2003)

Automated knowledge extraction for decision model construction: a data mining approach. (2003)

A multiview facial analysis technique for identity authentication (2003)

A hybrid method for recognizing interacting machining features (2003)

Area–time issues in the VLSI implementation of self organizing map neural networks (2002)

Video transcoding for fast forward/reverse video playback (2002)

Road curb and intersection detection using a 2D LMS (2002)

Model-based clustering and analysis of video scenes (2002)

Fingerprint quality and validity analysis (2002)

Arbitrary downsizing video transcoding using fast motion vector reestimation (2002)