Publications - Machine Learning SG

Straightening warped text lines using polynomial regression (2002)

Zheng Zhang Chew Lim Tan

image restoration image warping polynomial grayscale shadow +6 more

Proceedings. International Conference on Image Processing 15 citations Published 2002-06-24
Digital image-in-image watermarking for copyright protection of satellite images using the fast Hadamard transform (2002)

A.T.S. Ho Jun Shen Soon Hie Tan A.C. Kot

hadamard transform watermark digital image digital watermarking transform coding +6 more

IEEE International Geoscience and Remote Sensing Symposium 64 citations Published 2002-06-24
Study on eye gaze estimation (2002)

Jian-Gang Wang E. Sung

eye tracking gaze real image edge detection ellipse +6 more

systems man and cybernetics 226 citations Published 2002-06-01
SIMPLIFICATION, MERGING AND DIVISION OF FUZZY COGNITIVE MAPS (2002)

Yuan Miao Yuan Miao Zhi-Qiang Liu Zhi-Qiang Liu Xue Hong Tao Xue Hong Tao Zhi Qi Shen Zhi Qi Shen Chun Wen Li

fuzzy cognitive map inference knowledge representation and reasoning causal inference artificial intelligence +3 more

International Journal of Computational Intelligence and Applications 13 citations Published 2002-06-01
Imaged document text retrieval without OCR (2002)

Chew Lim Tan Weihua Huang Zhaohui Yu Yi Xu

document layout analysis document clustering image retrieval feature extraction traverse +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 139 citations Published 2002-06-01
Face recognition using line edge map (2002)

Yongsheng Gao M.K.H. Leung

three dimensional face recognition face detection face hallucination eigenface 3d single object recognition +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 652 citations Published 2002-06-01
Evolutionary Algorithms for Multi-Objective Optimization: Performance Assessments and Comparisons (2002)

K. C. Tan T. H. Lee E. F. Khor

evolutionary computation evolutionary programming evolutionary algorithm multi objective optimization metaheuristic +7 more

Artificial Intelligence Review 338 citations Published 2002-06-01
Development of a walking machine: mechanical design and control problems (2002)

Teresa Zielinska Teresa Zielinska John Heng John Heng

leg mechanism hexapod swing robotics hardware architecture +7 more

Mechatronics 81 citations Published 2002-06-01
Corner detection based on modified Hough transform (2002)

Fei Shen Han Wang

hough transform canny edge detector edge detection corner detection coordinate system +6 more

Pattern Recognition Letters 79 citations Published 2002-06-01
Bearing failure detection using matching pursuit (2002)

B. Liu S.F. Ling Rémi Gribonval

rolling element bearing matching pursuit wavelet bearing continuous wavelet transform +7 more

Ndt & E International 118 citations Published 2002-06-01
An integrated automatic face detection and recognition system (2002)

Lian Hock Koh Surendra Ranganath Y.V. Venkatesh

three dimensional face recognition face detection object class detection facial recognition system feature vector +7 more

Pattern Recognition 55 citations Published 2002-06-01
A comparative study of neural network and Box-Jenkins ARIMA modeling in time series prediction (2002)

S. L. Ho M. Xie T. N. Goh

box jenkins autoregressive integrated moving average recurrent neural network autoregressive moving average model time series +6 more

annual conference on computers 331 citations Published 2002-06-01
Pose estimation of teeth through crown-shape matching (2002)

Vevin Mok Sim Heng Ong Kelvin Weng Chiong Foong Toshiaki Kondo

pose segmentation computer vision convergence materials science +5 more

Progress in biomedical optics and imaging 18 citations Published 2002-05-15
Towards knowledge-based features for HMM based large vocabulary automatic speech recognition (2002)

Benoit Launay Olivier Siohan Arun Surendran Chin-Hui Lee

mel frequency cepstrum vocabulary hidden markov model feature extraction artificial neural network +7 more

2002 IEEE International Conference on Acoustics, Speech, and Signal Processing 32 citations Published 2002-05-13
An efficient video object segmentation scheme (2002)

E.P. Ong B.J. Tye W.S. Lin M. Etoh

video tracking segmentation based object categorization scale space segmentation image segmentation viola jones object detection framework +6 more

2002 IEEE International Conference on Acoustics, Speech, and Signal Processing 12 citations Published 2002-05-13
An artificial neural network-based scheme for robust watermarking of audio signals (2002)

Huijuan Yang Jagdish C. Patra Choong W. Chan

digital watermarking audio signal watermark masking threshold robustness +7 more

2002 IEEE International Conference on Acoustics, Speech, and Signal Processing 12 citations Published 2002-05-13
Solving the symbolic regression problem with tree-adjunct grammar guided genetic programming: the comparative results (2002)

N.X. Hoai R.I. McKay D. Essam R. Chau

genetic programming genetic representation genetic algorithm context free grammar artificial intelligence +6 more

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) 86 citations Published 2002-05-12
Rule extraction from an RBF classifier based on class-dependent features (2002)

Xiuju Fu Lipo Wang

feature selection fitness function gaussian function classifier artificial neural network +7 more

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) 16 citations Published 2002-05-12
Mining multiple comprehensible classification rules using genetic programming (2002)

K.C. Tan A. Tay T.H. Lee C.M. Heng

genetic programming genetic algorithm evolutionary computation tree classifier +7 more

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) 73 citations Published 2002-05-12
Co-evolutionary algorithm approach to a university timetable system (2002)

C.K. Chan H.B. Gooi M.H. Lim

schedule population evolutionary algorithm software system evolutionary computation +6 more

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) 12 citations Published 2002-05-12

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Straightening warped text lines using polynomial regression (2002)

Digital image-in-image watermarking for copyright protection of satellite images using the fast Hadamard transform (2002)

Study on eye gaze estimation (2002)

SIMPLIFICATION, MERGING AND DIVISION OF FUZZY COGNITIVE MAPS (2002)

Imaged document text retrieval without OCR (2002)

Face recognition using line edge map (2002)

Evolutionary Algorithms for Multi-Objective Optimization: Performance Assessments and Comparisons (2002)

Development of a walking machine: mechanical design and control problems (2002)

Corner detection based on modified Hough transform (2002)

Bearing failure detection using matching pursuit (2002)

An integrated automatic face detection and recognition system (2002)

A comparative study of neural network and Box-Jenkins ARIMA modeling in time series prediction (2002)

Pose estimation of teeth through crown-shape matching (2002)

Towards knowledge-based features for HMM based large vocabulary automatic speech recognition (2002)

An efficient video object segmentation scheme (2002)

An artificial neural network-based scheme for robust watermarking of audio signals (2002)

Solving the symbolic regression problem with tree-adjunct grammar guided genetic programming: the comparative results (2002)

Rule extraction from an RBF classifier based on class-dependent features (2002)

Mining multiple comprehensible classification rules using genetic programming (2002)

Co-evolutionary algorithm approach to a university timetable system (2002)