Publications - Machine Learning SG

Separating text and background in degraded document images - a comparison of global thresholding techniques for multi-stage thresholding (2002)

G. Leedham S. Varma A. Patankar V. Govindaraju

balanced histogram thresholding thresholding otsu s method image segmentation binary image +7 more

Proceedings Eighth International Workshop on Frontiers in Handwriting Recognition 127 citations Published 2002-08-06
Online fingerprint template improvement (2002)

Xudong Jiang W. Ser

fingerprint verification competition minutiae fingerprint template computational complexity theory +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 139 citations Published 2002-08-01
Fuzzy color histogram and its use in color image retrieval (2002)

Ju Han Kai-Kuang Ma

color histogram histogram matching color normalization histogram equalization image histogram +7 more

IEEE Transactions on Image Processing 432 citations Published 2002-08-01
Facial feature detection and face recognition from 2D and 3D images (2002)

Yingjie Wang Chin-Seng Chua Yeong-Khing Ho

feature facial recognition system feature vector three dimensional face recognition face hallucination +7 more

Pattern Recognition Letters 355 citations Published 2002-08-01
Errata to “Nonlinear Dynamic System Identification Using Chebyshev Functional Link Artificial Neural Networks” (2002)

J.C. Patra A.C. Kot

feedforward neural network nonlinear system identification artificial neural network backpropagation perceptron +6 more

systems man and cybernetics 322 citations Published 2002-08-01
Learning pattern rules for Chinese named entity extraction (2002)

Tat-Seng Chua Jimin Liu

rule induction information extraction text segmentation decision tree chaining +6 more

Eighteenth national conference on Artificial intelligence 22 citations Published 2002-07-28
A refinement approach to handling model misfit in text categorization (2002)

Haoran Wu Tong Heng Phang Bing Liu Xiaoli Li

naive bayes classifier quadratic classifier rocchio algorithm classifier machine learning +6 more

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining 51 citations Published 2002-07-23
Real-time 3D interaction for augmented and virtual reality (2002)

Simon Prince Adrian David Check Farzam Farbiz Todd Williamson Nik Johnson Mark Billinghurst Hirokazu Kato

mixed reality computer mediated reality augmented reality virtual reality 3d interaction +7 more

ACM SIGGRAPH 2002 conference abstracts and applications on 11 citations Published 2002-07-21
Collaborative assignment: a multiagent negotiation approach using BDI concepts (2002)

Kiam Tian Seow Khee Yin How

generalized assignment problem assignment problem novelty artificial intelligence computer science +4 more

Proceedings of the first international joint conference on Autonomous agents and multiagent systems 11 citations Published 2002-07-15
A hybrid mobile robot architecture with integrated planning and control (2002)

Kian Hsiang Low Wee Kheng Leow Marcelo H. Ang

mobile robot obstacle avoidance robot integrated business planning artificial neural network +6 more

Proceedings of the first international joint conference on Autonomous agents and multiagent systems 90 citations Published 2002-07-15
Partially Supervised Classification of Text Documents (2002)

Bing Liu Wee Sun Lee Philip S. Yu Xiaoli Li

semi supervised learning lpboost one class classification linear classifier supervised learning +6 more

ICML '02 Proceedings of the Nineteenth International Conference on Machine Learning 609 citations Published 2002-07-08
Teaching a Weaker Classifier: Named Entity Recognition on Upper Case Text (2002)

Hai Leong Chieu Hwee Tou Ng

named entity recognition classifier natural language processing speech recognition test data +6 more

Proceedings of 40th Annual Meeting of the Association for Computational Linguistics 12 citations Published 2002-07-06
An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation (2002)

Yoong Keok Lee Hwee Tou Ng

semi supervised learning adaboost naive bayes classifier support vector machine decision tree +8 more

Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing 349 citations Published 2002-07-06
Simultaneous base and tool calibration for self-calibrated parallel robots (2002)

Guilin Yang I-Ming Chen Song Huat Yeo Wee Kiat Lim

robot calibration robot kinematics kinematics parallel manipulator robot +6 more

Robotica 18 citations Published 2002-07-01
Shape indexing using self-organizing maps (2002)

P.N. Suganthan

affine transformation geometric shape invariant histogram self organizing map +6 more

IEEE Transactions on Neural Networks 22 citations Published 2002-07-01
Grey-box model identification via evolutionary computing (2002)

K.C. Tan Y. Li

evolutionary programming system identification grey box model evolutionary computation evolutionary algorithm +6 more

Control Engineering Practice 57 citations Published 2002-07-01
Dynamic photoelasticity using TDI imaging (2002)

Anand Asundi M.R. Sajan Liu Tong

time delay and integration digital imaging photoelasticity streak visualization +6 more

Optics and Lasers in Engineering 11 citations Published 2002-07-01
Compression of dynamic 3D geometry data using iterative closest point algorithm (2002)

Sumit Gupta Kuntal Sengupta Ashraf A. Kassim

motion estimation quarter pixel motion affine transformation iterative closest point geometric data analysis +7 more

Computer Vision and Image Understanding 31 citations Published 2002-07-01
Combining neural network predictions for medical diagnosis (2002)

Yoichi Hayashi Rudy Setiono

hepatobiliary disease feedforward neural network artificial neural network medical diagnosis hepatobiliary disorder +2 more

Computers in Biology and Medicine 70 citations Published 2002-07-01
A new approach to edge detection (2002)

Zujun Hou Guo-Wei Wei

canny edge detector deriche edge detector edge detection image gradient prewitt operator +6 more

Pattern Recognition 169 citations Published 2002-07-01

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Separating text and background in degraded document images - a comparison of global thresholding techniques for multi-stage thresholding (2002)

Online fingerprint template improvement (2002)

Fuzzy color histogram and its use in color image retrieval (2002)

Facial feature detection and face recognition from 2D and 3D images (2002)

Errata to &#8220;Nonlinear Dynamic System Identification Using Chebyshev Functional Link Artificial Neural Networks&#8221; (2002)

Learning pattern rules for Chinese named entity extraction (2002)

A refinement approach to handling model misfit in text categorization (2002)

Real-time 3D interaction for augmented and virtual reality (2002)

Collaborative assignment: a multiagent negotiation approach using BDI concepts (2002)

A hybrid mobile robot architecture with integrated planning and control (2002)

Partially Supervised Classification of Text Documents (2002)

Teaching a Weaker Classifier: Named Entity Recognition on Upper Case Text (2002)

An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation (2002)

Simultaneous base and tool calibration for self-calibrated parallel robots (2002)

Shape indexing using self-organizing maps (2002)

Grey-box model identification via evolutionary computing (2002)

Dynamic photoelasticity using TDI imaging (2002)

Compression of dynamic 3D geometry data using iterative closest point algorithm (2002)

Combining neural network predictions for medical diagnosis (2002)

A new approach to edge detection (2002)

Errata to “Nonlinear Dynamic System Identification Using Chebyshev Functional Link Artificial Neural Networks” (2002)