Publications - Machine Learning SG

A hybrid approach of NN and HMM for facial emotion classification (2002)

Tianming Hu Liyanage C. De Silva Kuntal Sengupta

hidden markov model multilayer perceptron feature vector viterbi algorithm gabor wavelet +7 more

Pattern Recognition Letters 29 citations Published 2002-09-01
Named entity recognition: a maximum entropy approach using global information (2002)

Hai Leong Chieu Hwee Tou Ng

maximum entropy markov model named entity recognition principle of maximum entropy classifier sentence +6 more

COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1 510 citations Published 2002-08-24
An agent-based approach to Chinese named entity recognition (2002)

Shiren Ye Tat-Seng Chua Liu Jimin

named entity recognition text segmentation rationality natural language processing artificial intelligence +5 more

COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1 18 citations Published 2002-08-24
Word and Sentence Extraction Using Irregular Pyramid (2002)

Poh Kok Loo Chew Lim Tan

pyramid sentence extraction sentence binary image phrase +7 more

DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V 12 citations Published 2002-08-19
Word spotting in Chinese document images without layout analysis (2002)

Yue Lu Chew Lim Tan

phrase pattern matching connected component labeling hausdorff distance feature extraction +7 more

Object recognition supported by user interaction for service robots 65 citations Published 2002-08-11
Multicue MRF image segmentation: combining texture and color features (2002)

Z. Kato Ting-Chuen Pong Song Guo Qiang

image texture image segmentation scale space segmentation region growing segmentation based object categorization +7 more

Object recognition supported by user interaction for service robots 17 citations Published 2002-08-11
Bayesian online classifiers for text classification and filtering (2002)

Kian Ming Adam Chai Hai Leong Chieu Hwee Tou Ng

bayesian probability machine learning filter computer science artificial intelligence +1 more

Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval 172 citations Published 2002-08-11
An objective distortion measure for binary document images based on human visual perception (2002)

Haiping Lu Jian Wang A.C. Kot Y.Q. Shi

distortion binary image image processing visual perception digital watermarking +7 more

Object recognition supported by user interaction for service robots 25 citations Published 2002-08-11
An Improved Usage-Based Ranking (2002)

Chen Ding Chi-Hung Chi Chi-Hung Chi Tiejian Luo

ranking heuristics collaborative filtering usage data data collection +7 more

WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management 13 citations Published 2002-08-11
A hybrid model for invariant and perceptual texture mapping (2002)

Huizhong Long Wee Kheng Leow

image texture texture mapping convolutional neural network invariant image retrieval +7 more

Object recognition supported by user interaction for service robots 11 citations Published 2002-08-11
Singularity robust manipulator control using virtual joints (2002)

D. Oetomo M.H. Ang Tao Ming Lim

singularity jacobian matrix and determinant robust control subspace topology robot +6 more

Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292) 14 citations Published 2002-08-07
Signal processing techniques for landmine detection using impulse ground penetrating radar (2002)

A.M. Zoubir I.J. Chant C.L. Brown B. Barkat C. Abeynayake

radar tracker passive radar radar engineering details continuous wave radar radar imaging +6 more

IEEE Sensors Journal 143 citations Published 2002-08-07
Rule extraction using a novel gradient-based method and data dimensionality reduction (2002)

Xiuju Fu Lipo Wang

data pre processing knowledge extraction classifier ranking artificial neural network +7 more

Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290) 13 citations Published 2002-08-07
Data fusion of multiradar system by using genetic algorithm (2002)

Weixian Liu Yilong Lu J.S. Fu

sensor fusion constant false alarm rate genetic algorithm brute force search radar tracker +7 more

IEEE Transactions on Aerospace and Electronic Systems 20 citations Published 2002-08-07
Coaxial range measurement - current trends for mobile robotic applications (2002)

M.D. Adams

mobile robot coaxial sonar robotics ultrasonic sensor +6 more

IEEE Sensors Journal 32 citations Published 2002-08-07
ART-C: a neural architecture for self-organization under constraints (2002)

Ji He Ah-Hwee Tan Chew-Lim Tan

cluster analysis neural gas time delay neural network artificial neural network artificial intelligence +6 more

Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290) 28 citations Published 2002-08-07
Adaptive mean and variance filter for detection of dim point-like targets (2002)

Eng Thiam Lim Louis Shue Ronda Venkateswarlu

adaptive filter track before detect clutter gaussian spatial analysis +7 more

Signal and data processing of small targets 2002. Conference 15 citations Published 2002-08-07
A pragmatic 3D visual servoing system (2002)

T.P. Sim G.S. Hong K.B. Lim

visual servoing smith predictor eye tracking controller model predictive control +7 more

Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292) 15 citations Published 2002-08-07
A novel multifractal estimation method and its application to remote image segmentation (2002)

G. Du T.S. Yeo

image texture multifractal system image segmentation contextual image classification digital image +6 more

IEEE Transactions on Geoscience and Remote Sensing 57 citations Published 2002-08-07
Separation of touching and overlapping words in adjacent lines of handwritten text (2002)

K. Takru G. Leedham

intelligent character recognition intelligent word recognition handwriting image segmentation speech recognition +5 more

Proceedings Eighth International Workshop on Frontiers in Handwriting Recognition 11 citations Published 2002-08-06

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A hybrid approach of NN and HMM for facial emotion classification (2002)

Named entity recognition: a maximum entropy approach using global information (2002)

An agent-based approach to Chinese named entity recognition (2002)

Word and Sentence Extraction Using Irregular Pyramid (2002)

Word spotting in Chinese document images without layout analysis (2002)

Multicue MRF image segmentation: combining texture and color features (2002)

Bayesian online classifiers for text classification and filtering (2002)

An objective distortion measure for binary document images based on human visual perception (2002)

An Improved Usage-Based Ranking (2002)

A hybrid model for invariant and perceptual texture mapping (2002)

Singularity robust manipulator control using virtual joints (2002)

Signal processing techniques for landmine detection using impulse ground penetrating radar (2002)

Rule extraction using a novel gradient-based method and data dimensionality reduction (2002)

Data fusion of multiradar system by using genetic algorithm (2002)

Coaxial range measurement - current trends for mobile robotic applications (2002)

ART-C: a neural architecture for self-organization under constraints (2002)

Adaptive mean and variance filter for detection of dim point-like targets (2002)

A pragmatic 3D visual servoing system (2002)

A novel multifractal estimation method and its application to remote image segmentation (2002)

Separation of touching and overlapping words in adjacent lines of handwritten text (2002)