Publications - Machine Learning SG

Fusion of acoustic and tokenization features for speaker recognition (2006)

Rong Tong Bin Ma Kong-Aik Lee Changhuai You Donglai Zhu Tomi Kinnunen Hanwu Sun Minghui Dong Eng-Siong Chng Haizhou Li

speaker recognition nist tokenization word error rate discriminative model +7 more

ISCSLP'06 Proceedings of the 5th international conference on Chinese Spoken Language Processing 11 citations Published 2006-12-13
A robust focusing and astigmatism correction method for the scanning electron microscope (2006)

K. H. Ong J. C. H. Phang J. T. L. Thong

astigmatism fast fourier transform scanning electron microscope optics computer vision +3 more

Scanning 21 citations Published 2006-12-07
Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms (2006)

Xinhua Zhang Wee S. Lee

semi supervised learning unsupervised learning stability empirical risk minimization instance based learning +7 more

Advances in Neural Information Processing Systems 19 61 citations Published 2006-12-04
Trajectory-Based Ball Detection and Tracking in Broadcast Soccer Video (2006)

X. Yu H.W. Leong C. Xu Q. Tian

ball object detection trajectory image processing computer vision +6 more

IEEE Transactions on Multimedia 118 citations Published 2006-12-01
People Counting by Video Segmentation and Tracking (2006)

H. Septian Ji Tao Yap-Peng Tan

video tracking image segmentation scale space segmentation segmentation computer vision +6 more

2006 9th International Conference on Control, Automation, Robotics and Vision 16 citations Published 2006-12-01
Object-based Surveillance Video Compression using Foreground Motion Compensation (2006)

R.V. Babu A. Makur

video tracking motion compensation video processing video compression picture types quarter pixel motion +6 more

2006 9th International Conference on Control, Automation, Robotics and Vision 27 citations Published 2006-12-01
Image Quality Measurement Using Sparse Extreme Learning Machine Classifier (2006)

S. Suresh V. Babu N. Sundararajan

image quality mean opinion score feature extraction extreme learning machine contextual image classification +7 more

2006 9th International Conference on Control, Automation, Robotics and Vision 17 citations Published 2006-12-01
Identification, Segmentation, and Image Property Study of Acute Infarcts in Diffusion-Weighted Images by Using a Probabilistic Neural Network and Adaptive Gaussian Mixture Model (2006)

KN Bhanu Prakash Varsha Gupta Michel Bilello Norman J. Beauchamp Wieslaw L. Nowinski

mixture model segmentation probabilistic neural network receiver operating characteristic false positives and false negatives +6 more

Academic Radiology 22 citations Published 2006-12-01
Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers (2006)

Dongrui Wu Woei Wan Tan

defuzzification fuzzy number fuzzy set operations membership function fuzzy logic +6 more

Engineering Applications of Artificial Intelligence 276 citations Published 2006-12-01
Forecasting Shared-Use Vehicle Trips with Neural Networks and Support Vector Machines (2006)

Ruey Long Cheu Ruey Long Cheu Jianxin Xu Alvina G H Kek Wei Ping Lim Way Ling Chen

multilayer perceptron artificial neural network support vector machine approximation error kernel +6 more

Transportation Research Record 24 citations Published 2006-12-01
Fingerprint Retrieval for Identification (2006)

Xudong Jiang Manhua Liu A.C. Kot

fingerprint image retrieval euclidean distance search engine indexing contextual image classification +7 more

IEEE Transactions on Information Forensics and Security 113 citations Published 2006-12-01
Feature Extraction Using Recursive Cluster-Based Linear Discriminant With Application to Face Recognition (2006)

C. Xiang D. Huang

kernel fisher discriminant analysis linear discriminant analysis feature extraction facial recognition system discriminant +6 more

IEEE Transactions on Image Processing 14 citations Published 2006-12-01
Extraction of the midsagittal plane from morphological neuroimages using the Kullback–Leibler’s measure (2006)

Ihar Volkau K.N. Bhanu Prakash Anand Ananthasubramaniam Aamer Aziz Wieslaw L. Nowinski

kullback leibler divergence pixel sagittal plane ground truth robustness +6 more

Medical Image Analysis 66 citations Published 2006-12-01
Evidential versus Bayesian Estimation for Radar Map Building (2006)

John Mullane Martin D. Adams Wijerupage Sardha Wijesoma

estimation theory detection theory radar gaussian process radar engineering details +7 more

2006 9th International Conference on Control, Automation, Robotics and Vision 18 citations Published 2006-12-01
Estimating Malaria Parasitaemia from Blood Smear Images (2006)

S. Halim T.R. Bretschneider Yikun Li P.R. Preiser C. Kuss

precision and recall malaria pattern recognition medicine artificial intelligence +5 more

2006 9th International Conference on Control, Automation, Robotics and Vision 85 citations Published 2006-12-01
ELM for the Classification of Music Genres (2006)

Qi-Jun Benedict Loh Sabu Emmanuel

support vector machine extreme learning machine classifier mel frequency cepstrum spectral centroid +7 more

2006 9th International Conference on Control, Automation, Robotics and Vision 14 citations Published 2006-12-01
Classifying protein sequences using hydropathy blocks (2006)

De-Shuang Huang Xing-Ming Zhao Guang-Bin Huang Yiu-Ming Cheung

protein family protein sequencing feature vector support vector machine subfamily +5 more

Pattern Recognition 64 citations Published 2006-12-01
A REVIEW OF MASTER–SLAVE ROBOTIC SYSTEMS FOR SURGERY (2006)

Soon Chiang Low Louis Phee

robotics master slave robot computer science surgery +3 more

International Journal of Humanoid Robotics 13 citations Published 2006-12-01
A Novel H.264-based Multiple Description Video Coding Via Polyphase Transform and Partial Prediction (2006)

Zhe Wei Canhui Cai Kai-Kuang Ma

multiple description coding bilinear interpolation interpolation polyphase system encoder +7 more

2006 International Symposium on Intelligent Signal Processing and Communications 16 citations Published 2006-12-01
A Luminance- and Contrast-Invariant Edge-Similarity Measure (2006)

Saravana Kumar Sim Heng Ong Surendra Ranganath Fook Tim Chew

luminance similarity measure edge detection invariant measure noise measurement +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 23 citations Published 2006-12-01

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Fusion of acoustic and tokenization features for speaker recognition (2006)

A robust focusing and astigmatism correction method for the scanning electron microscope (2006)

Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms (2006)

Trajectory-Based Ball Detection and Tracking in Broadcast Soccer Video (2006)

People Counting by Video Segmentation and Tracking (2006)

Object-based Surveillance Video Compression using Foreground Motion Compensation (2006)

Image Quality Measurement Using Sparse Extreme Learning Machine Classifier (2006)

Identification, Segmentation, and Image Property Study of Acute Infarcts in Diffusion-Weighted Images by Using a Probabilistic Neural Network and Adaptive Gaussian Mixture Model (2006)

Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers (2006)

Forecasting Shared-Use Vehicle Trips with Neural Networks and Support Vector Machines (2006)

Fingerprint Retrieval for Identification (2006)

Feature Extraction Using Recursive Cluster-Based Linear Discriminant With Application to Face Recognition (2006)

Extraction of the midsagittal plane from morphological neuroimages using the Kullback–Leibler’s measure (2006)

Evidential versus Bayesian Estimation for Radar Map Building (2006)

Estimating Malaria Parasitaemia from Blood Smear Images (2006)

ELM for the Classification of Music Genres (2006)

Classifying protein sequences using hydropathy blocks (2006)

A REVIEW OF MASTER–SLAVE ROBOTIC SYSTEMS FOR SURGERY (2006)

A Novel H.264-based Multiple Description Video Coding Via Polyphase Transform and Partial Prediction (2006)

A Luminance- and Contrast-Invariant Edge-Similarity Measure (2006)