Publications - Machine Learning SG

A semi-naïve Bayesian method incorporating clustering with pair-wise constraints for auto image annotation (2004)

Wanjun Jin Rui Shi Tat-Seng Chua

automatic image annotation cluster analysis naive bayes classifier posterior probability bayes theorem +7 more

Proceedings of the 12th annual ACM international conference on Multimedia 21 citations Published 2004-10-10
A robust and accumulator-free ellipse hough transform (2004)

Xinguo Yu Hon Wai Leong Changsheng Xu Qi Tian

hough transform ellipse computation algorithm computer vision +4 more

Proceedings of the 12th annual ACM international conference on Multimedia 15 citations Published 2004-10-10
A color fingerprint of video shot for content identification (2004)

Xianfeng Yang Qi Tian Ee-Chien Chang

rgb color model color histogram color depth color image high color +6 more

Proceedings of the 12th annual ACM international conference on Multimedia 17 citations Published 2004-10-10
3D reconstruction and enrichment of broadcast soccer video (2004)

Xinguo Yu Xin Yan Tze Sen Hay Hon Wai Leong

3d reconstruction computer vision smoothing computer graphics images broadcasting +6 more

Proceedings of the 12th annual ACM international conference on Multimedia 23 citations Published 2004-10-10
Multiclass protein fold recognition using multiobjective evolutionary algorithms (2004)

S.Y.M. Shi P.N. Suganthan Kalyanmoy Deb

multiclass classification feature extraction pattern recognition support vector machine threading +7 more

2004 Symposium on Computational Intelligence in Bioinformatics and Computational Biology 19 citations Published 2004-10-07
A variant of SVM-RFE for gene selection in cancer classification with expression data (2004)

K. Duan J.C. Rajapakse

linear classifier feature selection support vector machine pattern recognition machine learning +7 more

2004 Symposium on Computational Intelligence in Bioinformatics and Computational Biology 17 citations Published 2004-10-07
Method, software, and device for hiding data in binary image, while preserving image quality (2004)

Alex Chi Chung Kot Huijuan Yang Haiping Lu

watermark binary image image quality pixel software +7 more

23 citations Published 2004-10-04
Simultaneous perturbation stochastic approximation based neural networks for online learning (2004)

Min Chee Choy Dipti Srinivasan Ruey Long Cheu

simultaneous perturbation stochastic approximation stochastic neural network artificial neural network multi agent system approximation theory +6 more

Proceedings. The 7th International IEEE Conference on Intelligent Transportation Systems (IEEE Cat. No.04TH8749) 12 citations Published 2004-10-03
Structural damage detection and assessment by adaptive Markov chain Monte Carlo simulation (2004)

Ka-Veng Yuen James L. Beck Siu Kui Au

markov chain monte carlo markov chain hybrid monte carlo gibbs sampling markov model +7 more

Structural Control & Health Monitoring 73 citations Published 2004-10-01
Simultaneous storage of patient information with medical images in the frequency domain. (2004)

U. Rajendra Acharya U. C. Niranjan S. Sitharama Iyengar N. Kannathal Lim Choo Min

interleaving lossless jpeg jpeg digital watermarking image processing +6 more

Computer Methods and Programs in Biomedicine 115 citations Published 2004-10-01
Learning a multivariate Gaussian mixture model with the reversible jump MCMC algorithm (2004)

Zhihua Zhang Kap Luk Chan Yiming Wu Chibiao Chen

reversible jump markov chain monte carlo markov chain monte carlo hybrid monte carlo mixture model multivariate normal distribution +7 more

Statistics and Computing 84 citations Published 2004-10-01
Comprehensive analysis of cardiac health using heart rate signals. (2004)

Rajendra Acharya U N Kannathal S M Krishnan

heart rate variability heart rate autonomic nervous system confidence interval observer +7 more

Physiological Measurement 169 citations Published 2004-10-01
Blocking reduction strategies in hierarchical text classification (2004)

A. Sun E.-P. Lim W.-K. Ng J. Srivastava

support vector machine machine learning pattern recognition voting text mining +5 more

IEEE Transactions on Knowledge and Data Engineering 92 citations Published 2004-10-01
Adaptive background subtraction based on feedback from fuzzy classification (2004)

Liyuan Li Irene Yu-Hua Gu Maylor K. H. Leung Qi Tian

background subtraction fuzzy classification object detection image segmentation image processing +6 more

Optical Engineering 15 citations Published 2004-10-01
Particle filter based outdoor robot localization using natural features extracted from laser scanners (2004)

M. Adams Sen Zhang Lihua Xie

feature extraction extended kalman filter laser scanning particle filter kalman filter +6 more

IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 60 citations Published 2004-09-27
Method and System for Protecting and Authenticating a Digital Image (2004)

Qibin Sun Zhizhou Zhang Dajun He

feature detection digital image processing digital image image processing color image +6 more

13 citations Published 2004-09-24
Three-dimensional SAR imaging of a ground moving target using the InISAR technique (2004)

Qun Zhang Tat Soon Yeo

inverse synthetic aperture radar moving target indication synthetic aperture radar image registration motion estimation +6 more

IEEE Transactions on Geoscience and Remote Sensing 83 citations Published 2004-09-13
Analysis of cardiac signals using spatial filling index and time-frequency domain (2004)

Oliver Faust Rajendra Acharya U SM Krishnan Lim Choo Min

autonomic nervous system heart rate electrocardiography pattern recognition computer science +5 more

Biomedical Engineering Online 89 citations Published 2004-09-10
Adaptive region growing color segmentation for text using irregular pyramid (2004)

Poh Kok Loo Chew Lim Tan

region growing scale space segmentation image segmentation segmentation based object categorization color space +6 more

document analysis systems 23 citations Published 2004-09-08
Feature selection for modular GA-based classification (2004)

Fangming Zhu Steven Guan

linear classifier one class classification feature feature selection feature vector +7 more

Applied Soft Computing 59 citations Published 2004-09-01

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A semi-naïve Bayesian method incorporating clustering with pair-wise constraints for auto image annotation (2004)

A robust and accumulator-free ellipse hough transform (2004)

A color fingerprint of video shot for content identification (2004)

3D reconstruction and enrichment of broadcast soccer video (2004)

Multiclass protein fold recognition using multiobjective evolutionary algorithms (2004)

A variant of SVM-RFE for gene selection in cancer classification with expression data (2004)

Method, software, and device for hiding data in binary image, while preserving image quality (2004)

Simultaneous perturbation stochastic approximation based neural networks for online learning (2004)

Structural damage detection and assessment by adaptive Markov chain Monte Carlo simulation (2004)

Simultaneous storage of patient information with medical images in the frequency domain. (2004)

Learning a multivariate Gaussian mixture model with the reversible jump MCMC algorithm (2004)

Comprehensive analysis of cardiac health using heart rate signals. (2004)

Blocking reduction strategies in hierarchical text classification (2004)

Adaptive background subtraction based on feedback from fuzzy classification (2004)

Particle filter based outdoor robot localization using natural features extracted from laser scanners (2004)

Method and System for Protecting and Authenticating a Digital Image (2004)

Three-dimensional SAR imaging of a ground moving target using the InISAR technique (2004)

Analysis of cardiac signals using spatial filling index and time-frequency domain (2004)

Adaptive region growing color segmentation for text using irregular pyramid (2004)

Feature selection for modular GA-based classification (2004)