Publications - Machine Learning SG

Automatic Detection Of Vocal Segments In Popular Songs. (2004)

Tin Lay Nwe Ye Wang

hidden markov model bootstrapping classifier segmentation speech recognition +5 more

ISMIR 58 citations Published 2004-01-01
An Accumulation Algorithm for Video Shot Boundary Detection (2004)

T. Lu P. N. Suganthan

computer vision fade algorithm computer science artificial intelligence +4 more

Multimedia Tools and Applications 16 citations Published 2004-01-01
Active tremor compensation in handheld instrument for microsurgery (2004)

Wei Tech Ang Pradeep K. Khosla Cameron N. Riviere

inertial measurement unit kinematics circular motion kalman filter parallel manipulator +7 more

52 citations Published 2004-01-01
System for recognising and classifying named entities (2003)

Guodong Zhou Jian Su

named entity recognition hidden markov model software portability pattern recognition machine learning +3 more

22 citations Published 2003-12-31
Unsupervised color image segmentation based on Gaussian mixture model (2003)

Yiming Wu Xiangyu Yang Kap Luk Chan

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

Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint 29 citations Published 2003-12-15
Team possession analysis for broadcast soccer video based on ball trajectory (2003)

Xinguo Yu Hon Wai Leong Joo-Hwee Lim Qi Tian Zhenyan Jiang

possession maxima and minima trajectory support vector machine computer vision +6 more

Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint 16 citations Published 2003-12-15
Question classification for e-learning by artificial neural network (2003)

Ting Fei Wei Jyh Heng Kim Chuan Toh Tian Qi

artificial neural network backpropagation classifier multiple choice machine learning +7 more

Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint 30 citations Published 2003-12-15
Markov random field modeled range image segmentation (2003)

Xiao Wang Han Wang

scale space segmentation image segmentation segmentation based object categorization region growing minimum spanning tree based segmentation +6 more

Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint 31 citations Published 2003-12-15
Improved linear predictive coding method for speech recognition (2003)

Jiang Hai Er Meng Joo

linear predictive coding speech coding vector sum excited linear prediction code excited linear prediction hidden markov model +7 more

Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint 21 citations Published 2003-12-15
Blind separation of fetal ECG from single mixture using SVD and ICA (2003)

Ping Gao Ee-Chien Chang L. Wyse

independent component analysis blind signal separation spectrogram singular value decomposition independence +7 more

Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint 110 citations Published 2003-12-15
An efficient digital image-in-image watermarking algorithm using the integer discrete cosine transform (IntDCT) (2003)

J. Zhang A.T.S. Ho

discrete cosine transform transform coding data compression digital watermarking digital image +7 more

Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint 12 citations Published 2003-12-15
A print-and-scan resilient digital watermark for card authentication (2003)

A.T.S. Ho F. Shu

data authentication algorithm digital watermarking authentication message authentication code computer vision +7 more

Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint 11 citations Published 2003-12-15
Virtual surgery system (2003)

Zheng Lei E.C. Prakash

rendering user interface software portability virtual reality hierarchical database model +7 more

Proceedings. 2003 International Conference on Cyberworlds 517 citations Published 2003-12-03
The CMU pose, illumination, and expression database (2003)

T. Sim S. Baker M. Bsat

facial recognition system expression computer vision computer graphics images computer science +3 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 2,523 citations Published 2003-12-01
Real-Time Coordinated Signal Control Through Use of Agents with Online Reinforcement Learning (2003)

Min Chee Choy Ruey Long Cheu Dipti Srinivasan Filippo Logi

multi agent system reinforcement learning controller real time control system artificial neural network +5 more

Transportation Research Record 16 citations Published 2003-12-01
Protein structure and fold prediction using tree-augmented naive Bayesian classifier. (2003)

Arunkumar Chinnasamy Wing-Kin Sung Ankush Mittal

naive bayes classifier bayesian network bayesian probability artificial neural network support vector machine +6 more

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 14 citations Published 2003-12-01
POPFNN-CRI(S): pseudo outer product based fuzzy neural network using the compositional rule of inference and singleton fuzzifier (2003)

K.K. Ang C. Quek M. Pasquier

fuzzy classification adaptive neuro fuzzy inference system fuzzy logic iris flower data set rule of inference +6 more

systems man and cybernetics 128 citations Published 2003-12-01
Online signature verification using a new extreme points warping technique (2003)

Hao Feng Chan Choong Wah

dynamic time warping signature recognition image warping word error rate parametric statistics +6 more

Pattern Recognition Letters 177 citations Published 2003-12-01
Detecting pattern-based outliers (2003)

Tianming Hu Sam Y. Sung

cure data clustering algorithm cluster analysis anomaly detection outlier complete spatial randomness +7 more

Pattern Recognition Letters 92 citations Published 2003-12-01
Bayesian shape model for facial feature extraction and recognition (2003)

Zhong Xue Stan Z. Li Eam Khwang Teoh

active shape model feature extraction facial recognition system affine transformation image warping +7 more

Pattern Recognition 59 citations Published 2003-12-01

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Automatic Detection Of Vocal Segments In Popular Songs. (2004)

An Accumulation Algorithm for Video Shot Boundary Detection (2004)

Active tremor compensation in handheld instrument for microsurgery (2004)

System for recognising and classifying named entities (2003)

Unsupervised color image segmentation based on Gaussian mixture model (2003)

Team possession analysis for broadcast soccer video based on ball trajectory (2003)

Question classification for e-learning by artificial neural network (2003)

Markov random field modeled range image segmentation (2003)

Improved linear predictive coding method for speech recognition (2003)

Blind separation of fetal ECG from single mixture using SVD and ICA (2003)

An efficient digital image-in-image watermarking algorithm using the integer discrete cosine transform (IntDCT) (2003)

A print-and-scan resilient digital watermark for card authentication (2003)

Virtual surgery system (2003)

The CMU pose, illumination, and expression database (2003)

Real-Time Coordinated Signal Control Through Use of Agents with Online Reinforcement Learning (2003)

Protein structure and fold prediction using tree-augmented naive Bayesian classifier. (2003)

POPFNN-CRI(S): pseudo outer product based fuzzy neural network using the compositional rule of inference and singleton fuzzifier (2003)

Online signature verification using a new extreme points warping technique (2003)

Detecting pattern-based outliers (2003)

Bayesian shape model for facial feature extraction and recognition (2003)