Publications - Machine Learning SG

Just-noticeable-distortion profile with nonlinear additivity model for perceptual masking in color images (2003)

X.K. Yang W.S. Lin Z. Lu E.P. Ong S. Yao

perceptual masking masking distortion image texture luminance +6 more

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 69 citations Published 2003-04-06
An unified framework for shot boundary detection via active learning (2003)

Tat-Seng Chua HuaMin Feng A. Chandrashekhara

video processing feature vector edge detection feature extraction support vector machine +7 more

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 16 citations Published 2003-04-06
An automatic system for multiple human tracking and actions recognition in office environment (2003)

T.C.C. Henry E.G. Ruwan Janapriya L.C. de Silva

office automation video tracking computer vision contextual image classification squatting position +5 more

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 13 citations Published 2003-04-06
A boosted multi-HMM classifier for recognition of visual speech elements (2003)

Say Wei Foo Liang Dong

maximum entropy markov model hidden markov model boosting classifier robustness +7 more

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 13 citations Published 2003-04-06
Sexual Selection for Genetic Algorithms (2003)

Kai Song Goh Andrew Lim Brian Rodrigues

flow shop scheduling job shop scheduling genetic algorithm open shop scheduling scheduling +7 more

Artificial Intelligence Review 90 citations Published 2003-04-01
Research Article: An object model with parametric polymorphism for dynamic segmentation (2003)

Bo Huang

object definition language object model object query language object database design +7 more

International Journal of Geographical Information Science 11 citations Published 2003-04-01
Pedestrian registration in static images with unconstrained background (2003)

Lixin Fan Kah Kay Sung Teck Khim Ng

feature extraction similarity measure clutter statistical model computer vision +6 more

Pattern Recognition 15 citations Published 2003-04-01
Noisy logo recognition using line segment Hausdorff distance (2003)

Jingying Chen Maylor K. H. Leung Yongsheng Gao

line segment hausdorff distance shape analysis pattern recognition spatial analysis +7 more

Pattern Recognition 137 citations Published 2003-04-01
Multi-agent activity recognition using observation decomposed hidden Markov model (2003)

Xiaohui Liu Chin-Seng Chua

hidden semi markov model forward algorithm hidden markov model activity recognition pattern recognition +6 more

ICVS'03 Proceedings of the 3rd international conference on Computer vision systems 16 citations Published 2003-04-01
Kinematic Calibration and Pose Measurement of a Medical Parallel Manipulator by Optical Position Sensors (2003)

Shaoping Bai Ming Yeong Teo

robot calibration parallel manipulator position sensor calibration transformation matrix +7 more

Journal of Robotic Systems 51 citations Published 2003-04-01
Evaluation of simple performance measures for tuning SVM hyperparameters (2003)

Kaibo Duan S.Sathiya Keerthi Aun Neow Poo

hyperparameter optimization hyperparameter support vector machine cross validation kernel +7 more

Neurocomputing 781 citations Published 2003-04-01
Document retrieval from compressed images (2003)

Yue Lu Chew Lim Tan

document layout analysis document clustering document retrieval stop words connected component +7 more

Pattern Recognition 86 citations Published 2003-04-01
HDoV-tree: the structure, the storage, the speed (2003)

L. Shou Z. Huang K.-L. Tan

software walkthrough visualization data visualization visibility frame rate +6 more

Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405) 19 citations Published 2003-03-05
An adaptive and efficient dimensionality reduction algorithm for high-dimensional indexing (2003)

H. Jin B.C. Ooi H.T. Shen C. Yu Ao Ying Zhou

dimensionality reduction curse of dimensionality cluster analysis mahalanobis distance principal component analysis +6 more

Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405) 64 citations Published 2003-03-05
Two-stage support vector machines for protein secondary structure prediction (2003)

Minh Ngoc Nguyen Jagath C. Rajapakse

support vector machine perceptron artificial neural network protein secondary structure machine learning +5 more

Neural, Parallel & Scientific Computations archive 13 citations Published 2003-03-01
Thermal error measurement and modelling in machine tools. Part II. Hybrid Bayesian Network—support vector machine model (2003)

R. Ramesh M.A. Mannan A.N. Poo S.S. Keerthi

support vector machine artificial neural network machine tool bayesian network algorithm +7 more

International Journal of Machine Tools & Manufacture 115 citations Published 2003-03-01
Smooth constrained motion estimation for video coding (2003)

Xuan Jing Ce Zhu Lap-Pui Chau

motion estimation image quality image processing signal to noise ratio iterative reconstruction +6 more

Signal Processing 15 citations Published 2003-03-01
Scoring the Data Using Association Rules (2003)

Bing Liu Yiming Ma Ching Kian Wong Philip S. Yu

association rule learning naive bayes classifier machine learning data mining computer science +3 more

Applied Intelligence 67 citations Published 2003-03-01
Pivot vector space approach for audio-video mixing (2003)

P. Mulhem M.S. Kankanhalli Ji Yi H. Hassan

video processing video capture video tracking smacker video multiview video coding +7 more

IEEE MultiMedia 53 citations Published 2003-03-01
Offline handwritten Chinese character recognition by radical decomposition (2003)

Daming Shi Robert I. Damper Steve R. Gunn

intelligent word recognition character encoding test set viterbi algorithm minification +7 more

ACM Transactions on Asian Language Information Processing 56 citations Published 2003-03-01

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Just-noticeable-distortion profile with nonlinear additivity model for perceptual masking in color images (2003)

An unified framework for shot boundary detection via active learning (2003)

An automatic system for multiple human tracking and actions recognition in office environment (2003)

A boosted multi-HMM classifier for recognition of visual speech elements (2003)

Sexual Selection for Genetic Algorithms (2003)

Research Article: An object model with parametric polymorphism for dynamic segmentation (2003)

Pedestrian registration in static images with unconstrained background (2003)

Noisy logo recognition using line segment Hausdorff distance (2003)

Multi-agent activity recognition using observation decomposed hidden Markov model (2003)

Kinematic Calibration and Pose Measurement of a Medical Parallel Manipulator by Optical Position Sensors (2003)

Evaluation of simple performance measures for tuning SVM hyperparameters (2003)

Document retrieval from compressed images (2003)

HDoV-tree: the structure, the storage, the speed (2003)

An adaptive and efficient dimensionality reduction algorithm for high-dimensional indexing (2003)

Two-stage support vector machines for protein secondary structure prediction (2003)

Thermal error measurement and modelling in machine tools. Part II. Hybrid Bayesian Network—support vector machine model (2003)

Smooth constrained motion estimation for video coding (2003)

Scoring the Data Using Association Rules (2003)

Pivot vector space approach for audio-video mixing (2003)

Offline handwritten Chinese character recognition by radical decomposition (2003)