Publications - Machine Learning SG

Evolutionary artificial potential fields and their application in real time robot path planning (2000)

P. Vadakkepat Kay Chen Tan Wang Ming-Liang

evolutionary algorithm mobile robot motion planning genetic algorithm robot +6 more

Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512) 393 citations Published 2000-07-16
Two-stage local and global fingerprint matching technique for automated fingerprint verification/identification (2000)

Xudong Jiang Wei Yun Yau Wee Ser

fingerprint verification competition feature vector fingerprint local search pattern recognition +2 more

27 citations Published 2000-07-06
Probabilistic neural-network structure determination for pattern classification (2000)

K.Z. Mao K.-C. Tan W. Ser

probabilistic neural network ramer douglas peucker algorithm population based incremental learning artificial neural network smoothing +6 more

IEEE Transactions on Neural Networks 355 citations Published 2000-07-01
Multisensor image fusion using influence factor modification and the ANOVA methods (2000)

Li Yiyao Y.V. Venkatesh Chi Chung Ko

feature detection image processing standard test image image texture image fusion +6 more

IEEE Transactions on Geoscience and Remote Sensing 12 citations Published 2000-07-01
Face detection and pose alignment using colour, shape and texture information (2000)

Lixin Fan Kah Kay Sung

3d pose estimation face detection image texture facial recognition system similarity measure +7 more

Proceedings Third IEEE International Workshop on Visual Surveillance 19 citations Published 2000-07-01
Analysis of minimal radial basis function network algorithm for real-time identification of nonlinear dynamic systems (2000)

Y. Li N. Sundararajan P. Saratchandran

radial basis function network approximation error nonlinear system computation algorithm +5 more

IEE Proceedings - Control Theory and Applications 167 citations Published 2000-07-01
Learning Similarity for Texture Image Retrieval (2000)

Guodong Guo Stan Z. Li Kap Luk Chan

image texture feature vector euclidean distance signed distance function image retrieval +6 more

ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I 16 citations Published 2000-06-26
Handwritten digit recognition with a novel vision model that extracts linearly separable features (2000)

Loo-Nin Teow Kia-Fock Loe

mnist database intelligent word recognition feature neocognitron linear separability +7 more

Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662) 12 citations Published 2000-06-15
Diameter of the Knödel Graph (2000)

Guillaume Fertin André Raspaud Heiko Schröder Ondrej Sýkora Imrich Vrto

communication complexity information dissemination theoretical computer science computer science artificial intelligence +1 more

WG '00 Proceedings of the 26th International Workshop on Graph-Theoretic Concepts in Computer Science 14 citations Published 2000-06-15
An effective approach to detect lesions in color retinal images (2000)

Huan Wang Wynne Hsu Kheng Guan Goh Mong Li Lee

object detection image processing contextual image classification statistical classification retinal +6 more

Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662) 253 citations Published 2000-06-15
MOSAIC: a fast multi-feature image retrieval system (2000)

Shen-Tat Goh Kian-Lee Tan

content based image retrieval visual word image retrieval automatic image annotation image texture +6 more

data and knowledge engineering 16 citations Published 2000-06-01
A fuzzy-based genetic approach to the diagnosis of manufacturing systems (2000)

L.P. Khoo C.L. Ang J. Zhang

neuro fuzzy fuzzy set operations fuzzy classification fuzzy set fuzzy logic +6 more

Engineering Applications of Artificial Intelligence 20 citations Published 2000-06-01
Image watermarking using the complex Hadamard transform (2000)

B.J. Falkowski Lip-San Lim

hadamard transform digital watermarking digital image transform coding data compression +6 more

2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353) 12 citations Published 2000-05-28
Image mining in IRIS: integrated retinal information system (2000)

Wynne Hsu Mong Li Lee Kheng Guan Goh

information system data access retinal computer vision computer science +4 more

Proceedings of the 2000 ACM SIGMOD international conference on Management of data 26 citations Published 2000-05-16
Estimation of motion parameters from blurred images (2000)

Yani Zhang Changyun Wen Ying Zhang

motion estimation canonical form invariant transformation matrix real image +6 more

Pattern Recognition Letters 77 citations Published 2000-05-01
Classification ability of single hidden layer feedforward neural networks (2000)

Guang-Bin Huang Yan-Qiu Chen H.A. Babri

activation function multilayer perceptron perceptron feedforward neural network disjoint sets +7 more

IEEE Transactions on Neural Networks 203 citations Published 2000-05-01
Virtual obstacle concept for local-minimum-recovery in potential-field based navigation (2000)

Liu Chengqing M.H. Ang H. Krishnan Lim Ser Yong

mobile robot navigation mobile robot obstacle robot control motion planning +5 more

Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065) 149 citations Published 2000-04-24
Feature Selection for Clustering (2000)

Manoranjan Dash Huan Liu

cluster analysis cure data clustering algorithm canopy clustering algorithm correlation clustering constrained clustering +7 more

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications 283 citations Published 2000-04-18
Consistency Based Feature Selection (2000)

Manoranjan Dash Huan Liu Hiroshi Motoda

dimensionality reduction feature selection search algorithm probabilistic logic heuristic +5 more

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications 264 citations Published 2000-04-18
Method and device for determining a total minutiae template from a plurality of partial minutiae templates (2000)

Wei Yun Yau Kar Ann Toh Xudong Jiang

minutiae template transformation pattern recognition computer science +1 more

69 citations Published 2000-04-13

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Evolutionary artificial potential fields and their application in real time robot path planning (2000)

Two-stage local and global fingerprint matching technique for automated fingerprint verification/identification (2000)

Probabilistic neural-network structure determination for pattern classification (2000)

Multisensor image fusion using influence factor modification and the ANOVA methods (2000)

Face detection and pose alignment using colour, shape and texture information (2000)

Analysis of minimal radial basis function network algorithm for real-time identification of nonlinear dynamic systems (2000)

Learning Similarity for Texture Image Retrieval (2000)

Handwritten digit recognition with a novel vision model that extracts linearly separable features (2000)

Diameter of the Knödel Graph (2000)

An effective approach to detect lesions in color retinal images (2000)

MOSAIC: a fast multi-feature image retrieval system (2000)

A fuzzy-based genetic approach to the diagnosis of manufacturing systems (2000)

Image watermarking using the complex Hadamard transform (2000)

Image mining in IRIS: integrated retinal information system (2000)

Estimation of motion parameters from blurred images (2000)

Classification ability of single hidden layer feedforward neural networks (2000)

Virtual obstacle concept for local-minimum-recovery in potential-field based navigation (2000)

Feature Selection for Clustering (2000)

Consistency Based Feature Selection (2000)

Method and device for determining a total minutiae template from a plurality of partial minutiae templates (2000)