Publications - Machine Learning SG

Synergizing spatial and temporal texture (2002)

Chin-Hwee Peh Loong-Fah Cheong

image texture contextual image classification motion analysis feature extraction image processing +7 more

IEEE Transactions on Image Processing 97 citations Published 2002-10-01
Restoration of archival documents using a wavelet technique (2002)

Chew Lim Tan R. Cao Peiyi Shen

canny edge detector edge detection wavelet transform image restoration wavelet +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 127 citations Published 2002-10-01
Modified support vector machines in financial time series forecasting (2002)

Francis Eng Hock Tay Lijuan Cao

relevance vector machine least squares support vector machine margin classifier sequential minimal optimization structured support vector machine +7 more

Neurocomputing 547 citations Published 2002-10-01
Model for Predicting Performance of Architects and Engineers (2002)

Yean Yng Ling

regression analysis statistical hypothesis testing variables conscientiousness machine learning +7 more

Journal of Construction Engineering and Management-asce 88 citations Published 2002-10-01
Discretization: An Enabling Technique (2002)

Huan Liu Farhad Hussain Chew Lim Tan Manoranjan Dash

discretization of continuous features discretization knowledge extraction machine learning data mining +4 more

Data Mining and Knowledge Discovery 1,161 citations Published 2002-10-01
The characterisation of grinding wheels using 3D surface measurement techniques (2002)

D.L Butler L.A Blunt B.K See J.A Webster K.J Stout

grinding wheel grinding surface integrity surface finish profilometer +7 more

Journal of Materials Processing Technology 82 citations Published 2002-09-30
Online 6 DOF augmented reality registration from natural features (2002)

Kar Wee Chia A.D. Cheok S.J.D. Prince

camera auto calibration image registration kalman filter augmented reality computer vision +6 more

Proceedings. International Symposium on Mixed and Augmented Reality 103 citations Published 2002-09-30
Inexpensive non-sensor based augmented reality modeling of curves and surfaces in physical space (2002)

A.D. Cheok E. Neo Weng Chuen Ang Wee Eng

augmented reality tracking system virtual reality automatic control computer vision +7 more

Proceedings. International Symposium on Mixed and Augmented Reality 13 citations Published 2002-09-30
3D live: real time captured content for mixed reality (2002)

S. Prince A.D. Cheok F. Farbiz T. Williamson N. Johnson M. Billinghurst H. Kato

mixed reality augmented reality virtual reality fiducial marker teleconference +7 more

Proceedings. International Symposium on Mixed and Augmented Reality 126 citations Published 2002-09-30
3D Prostate Surface Detection from Ultrasound Images Based on Level Set Method (2002)

Shao Fan Ling Keck Voon Wan Sing Ng

active contour model image quality level set method computer vision ultrasound +6 more

MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II 18 citations Published 2002-09-25
Method and an apparatus for controlling the rate of a video sequence; a video encoding device (2002)

Li Zhengguo Pan Feng Lim Keng Pang Wu Da Jun Yu Rongshan Feng Genan Wang Dusheng

group of pictures frame rate channel encoding bandwidth +7 more

84 citations Published 2002-09-05
A method and an apparatus for controlling the rate of a video sequence; a video encoding device (2002)

Zhengguo Li Feng Pan Keng Pang Lim Dajun Wu Rongshan Yu Genan Feng Dusheng Wang

group of pictures frame rate channel encoding bandwidth +7 more

82 citations Published 2002-09-05
Highway traffic information extraction from Skycam MPEG video (2002)

Xiao-Dong Yu Ling-Yu Duan Qi Tian

floating car data motion compensation data compression image processing information extraction +6 more

Proceedings. The IEEE 5th International Conference on Intelligent Transportation Systems 28 citations Published 2002-09-03
A comparative study of different color spaces for foreground and shadow detection for traffic monitoring system (2002)

P. Kumar K. Sengupta A. Lee

foreground detection color space color histogram rgb color model color image +6 more

Proceedings. The IEEE 5th International Conference on Intelligent Transportation Systems 131 citations Published 2002-09-03
Using multiple orientational filters of steerable pyramid for image registration (2002)

Zheng Liu Yeong Khing Ho Kazuhiko Tsukada Koichi Hanasaki Yaping Dai Lingqi Li

image fusion pyramid image registration feature detection sobel operator +6 more

Information Fusion 16 citations Published 2002-09-01
Structural pattern recognition using genetic algorithms (2002)

Ponnuthurai N. Suganthan

feature subgraph isomorphism problem cluster analysis genetic algorithm population +6 more

Pattern Recognition 63 citations Published 2002-09-01
RBF neural network center selection based on Fisher ratio class separability measure (2002)

K.Z. Mao

artificial neural network support vector machine discriminative model feature vector radial basis function +6 more

IEEE Transactions on Neural Networks 171 citations Published 2002-09-01
INTELLIGENT STEEL BRIDGE COATING ASSESSMENT USING NEURO-FUZZY RECOGNITION APPROACH (2002)

Po-Han Chen Luh-Maan Chang

binary image thresholding image processing digital image pixel +6 more

Computer-aided Civil and Infrastructure Engineering 16 citations Published 2002-09-01
GenSoFNN: a generic self-organizing fuzzy neural network (2002)

W.L. Tung C. Quek

neuro fuzzy fuzzy rule fuzzy set operations fuzzy classification fuzzy number +6 more

IEEE Transactions on Neural Networks 198 citations Published 2002-09-01
Fast orthogonal forward selection algorithm for feature subset selection (2002)

K.Z. Mao

feature selection principal component analysis feature extraction statistical classification artificial neural network +7 more

IEEE Transactions on Neural Networks 78 citations Published 2002-09-01

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Synergizing spatial and temporal texture (2002)

Restoration of archival documents using a wavelet technique (2002)

Modified support vector machines in financial time series forecasting (2002)

Model for Predicting Performance of Architects and Engineers (2002)

Discretization: An Enabling Technique (2002)

The characterisation of grinding wheels using 3D surface measurement techniques (2002)

Online 6 DOF augmented reality registration from natural features (2002)

Inexpensive non-sensor based augmented reality modeling of curves and surfaces in physical space (2002)

3D live: real time captured content for mixed reality (2002)

3D Prostate Surface Detection from Ultrasound Images Based on Level Set Method (2002)

Method and an apparatus for controlling the rate of a video sequence; a video encoding device (2002)

A method and an apparatus for controlling the rate of a video sequence; a video encoding device (2002)

Highway traffic information extraction from Skycam MPEG video (2002)

A comparative study of different color spaces for foreground and shadow detection for traffic monitoring system (2002)

Using multiple orientational filters of steerable pyramid for image registration (2002)

Structural pattern recognition using genetic algorithms (2002)

RBF neural network center selection based on Fisher ratio class separability measure (2002)

INTELLIGENT STEEL BRIDGE COATING ASSESSMENT USING NEURO-FUZZY RECOGNITION APPROACH (2002)

GenSoFNN: a generic self-organizing fuzzy neural network (2002)

Fast orthogonal forward selection algorithm for feature subset selection (2002)