Publications - Machine Learning SG

Feature Extraction for Outdoor Mobile Robot Navigation Based on a Modified Gauss-Newton Optimization Approach (2006)

Sen Zhang Lihua Xie Martin David Adams

mobile robot navigation feature extraction mobile robot simultaneous localization and mapping data segment +6 more

Robotics and Autonomous Systems 30 citations Published 2006-04-28
Facial emotion recognition by adaptive processing of tree structures (2006)

Jia-Jun Wong Siu-Yeung Cho

facial recognition system facial action coding system recurrent neural network artificial neural network tree structure +6 more

Proceedings of the 2006 ACM symposium on Applied computing 11 citations Published 2006-04-23
A Bayesian approach to modeling dynamic effective connectivity with fMRI data. (2006)

Sourabh Bhattacharya Moon-Ho Ringo Ho Moon-Ho Ringo Ho Sumitra Purkayastha

bayesian inference bayes factor bayes theorem bayesian probability statistical inference +7 more

NeuroImage 25 citations Published 2006-04-15
In-Network processing of nearest neighbor queries for wireless sensor networks (2006)

Yuxia Yao Xueyan Tang Ee-Peng Lim

key distribution in wireless sensor networks visual sensor network wireless sensor network sensor node wireless network +6 more

DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications 32 citations Published 2006-04-12
MRI/fMRI-compatible robotic system with force feedback for interaction with human motion (2006)

R. Gassert R. Moser E. Burdet H. Bleuler

interventional magnetic resonance imaging haptic technology actuator robotics human robot interaction +6 more

IEEE-ASME Transactions on Mechatronics 229 citations Published 2006-04-10
Morphable face reconstruction with multiple images (2006)

Ming Zhao Tat-Seng Chua T. Sim

image texture texture mapping face detection pose feature extraction +7 more

7th International Conference on Automatic Face and Gesture Recognition (FGR06) 13 citations Published 2006-04-10
Nasopharyngeal carcinoma lesion segmentation from MR images by support vector machine (2006)

J. Zhou K.L. Chan P. Xu V.F.H. Chong

image segmentation support vector machine segmentation medical imaging pattern recognition +7 more

3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006. 21 citations Published 2006-04-06
Adaptive pyramid filtering for medical ultrasound image enhancement (2006)

L.C. Zhang E.M.C. Wong F. Zhang J. Zhou

adaptive filter filter speckle pattern iterative reconstruction image resolution +6 more

3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006. 13 citations Published 2006-04-06
Mining Shifting-and-Scaling Co-Regulation Patterns on Gene Expression Profiles (2006)

Xin Xu Ying Lu A.K.H. Tung Wei Wang

biclustering correlation clustering clustering high dimensional data cluster analysis subspace topology +7 more

22nd International Conference on Data Engineering (ICDE'06) 69 citations Published 2006-04-03
Watershed-presegmented snake for boundary detection and tracking of left ventricle in echocardiographic images (2006)

Jierong Cheng Say Wei Foo S.M. Krishnan

edge detection image segmentation ventricle computer vision watershed +4 more

international conference of the ieee engineering in medicine and biology society 71 citations Published 2006-04-01
Toward multidimensional assignment data association in robot localization and mapping (2006)

W.S. Wijesoma L.D.L. Perera M.D. Adams

joint compatibility branch and bound mobile robot navigation initialization mobile robot correspondence problem +7 more

IEEE Transactions on Robotics 83 citations Published 2006-04-01
Multiple contour extraction from graylevel images using an artificial neural network (2006)

Y.V. Venkatesh S.K. Raja N. Ramya

active contour model feature extraction edge detection gradient method artificial neural network +6 more

IEEE Transactions on Image Processing 31 citations Published 2006-04-01
Illumination compensation and normalization for robust face recognition using discrete cosine transform in logarithm domain (2006)

W. Chen Meng Joo Er Shiqian Wu

discrete cosine transform logarithm normalization facial recognition system feature extraction +6 more

systems man and cybernetics 696 citations Published 2006-04-01
Efficient discrete spatial techniques for blur support identification in blind image deconvolution (2006)

Li Chen Kim-Hui Yap

blind deconvolution wiener deconvolution deconvolution image restoration autoregressive model +5 more

IEEE Transactions on Signal Processing 22 citations Published 2006-04-01
Classification by evolutionary ensembles (2006)

Xiao Wang Han Wang

weighting adaboost genetic algorithm face detection a weighting +6 more

Pattern Recognition 34 citations Published 2006-04-01
Anatomy-based face reconstruction for animation using multi-layer deformation (2006)

Yu Zhang Terence Sim Chew Lim Tan Eric Sung

computer facial animation morphing facial expression image warping facial muscles +7 more

Journal of Visual Languages and Computing 20 citations Published 2006-04-01
A maximal figure-of-merit (MFoM)-learning approach to robust classifier design for text categorization (2006)

Sheng Gao Wen Wu Chin-Hui Lee Tat-Seng Chua

support vector machine performance metric classifier robustness decision tree +7 more

ACM Transactions on Information Systems 53 citations Published 2006-04-01
Prediction of compounds with specific pharmacodynamic, pharmacokinetic or toxicological property by statistical learning methods. (2006)

C. W. Yap Y. Xue H. Li Z. R. Li Z. R. Li C. Y. Ung L. Y. Han C. J. Zheng Z. W. Cao Y. Z. Chen

quantitative structure activity relationship artificial neural network molecular descriptor support vector machine machine learning +5 more

Mini-reviews in Medicinal Chemistry 19 citations Published 2006-03-31
Method and apparatus for image segmentation (2006)

Qingmao Hu Wieslaw L. Nowinski

image segmentation non local means image texture range segmentation thresholding +7 more

97 citations Published 2006-03-28
Medical Image Segmentation Using K-Means Clustering and Improved Watershed Algorithm (2006)

H.P. Ng S.H. Ong K.W.C. Foong P.S. Goh W.L. Nowinski

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

2006 IEEE Southwest Symposium on Image Analysis and Interpretation 404 citations Published 2006-03-26

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Feature Extraction for Outdoor Mobile Robot Navigation Based on a Modified Gauss-Newton Optimization Approach (2006)

Facial emotion recognition by adaptive processing of tree structures (2006)

A Bayesian approach to modeling dynamic effective connectivity with fMRI data. (2006)

In-Network processing of nearest neighbor queries for wireless sensor networks (2006)

MRI/fMRI-compatible robotic system with force feedback for interaction with human motion (2006)

Morphable face reconstruction with multiple images (2006)

Nasopharyngeal carcinoma lesion segmentation from MR images by support vector machine (2006)

Adaptive pyramid filtering for medical ultrasound image enhancement (2006)

Mining Shifting-and-Scaling Co-Regulation Patterns on Gene Expression Profiles (2006)

Watershed-presegmented snake for boundary detection and tracking of left ventricle in echocardiographic images (2006)

Toward multidimensional assignment data association in robot localization and mapping (2006)

Multiple contour extraction from graylevel images using an artificial neural network (2006)

Illumination compensation and normalization for robust face recognition using discrete cosine transform in logarithm domain (2006)

Efficient discrete spatial techniques for blur support identification in blind image deconvolution (2006)

Classification by evolutionary ensembles (2006)

Anatomy-based face reconstruction for animation using multi-layer deformation (2006)

A maximal figure-of-merit (MFoM)-learning approach to robust classifier design for text categorization (2006)

Prediction of compounds with specific pharmacodynamic, pharmacokinetic or toxicological property by statistical learning methods. (2006)

Method and apparatus for image segmentation (2006)

Medical Image Segmentation Using K-Means Clustering and Improved Watershed Algorithm (2006)