Publications - Machine Learning SG

Detection of Activities by Wireless Sensors for Daily Life Surveillance: Eating and Drinking (2009)

Sen Zhang Marcelo H Ang Wendong Xiao Chen Khong Tham

hierarchical temporal memory extended kalman filter accelerometer feature extraction wearable computer +7 more

Sensors 54 citations Published 2009-03-03
Combination of 1H nuclear magnetic resonance spectroscopy and liquid chromatography/mass spectrometry with pattern recognition techniques for evaluation of metabolic profile associated with albuminuria. (2009)

Wai Siang Law Pei Yun Huang Eng Shi Ong Sunil Kumar Sethi Sharon Saw Choon Nam Ong Sam Fong Yau Li

principal component analysis mass spectrometry imaging liquid chromatography mass spectrometry linear discriminant analysis nuclear magnetic resonance spectroscopy +8 more

Journal of Proteome Research 11 citations Published 2009-03-03
Automated detection of kinks from blood vessels for optic cup segmentation in retinal images (2009)

D. W. K. Wong J. Liu J. H. Lim Haizhou Li T. Y. Wong

optic cup cup to disc ratio optic disc optic nerve glaucoma +6 more

Medical Imaging 2009: Computer-Aided Diagnosis 84 citations Published 2009-03-03
Time Sequence Diffeomorphic Metric Mapping and Parallel Transport Track Time-Dependent Shape Changes (2009)

Anqi Qiu Marilyn S. Albert Laurent Younes Michael I. Miller

large deformation diffeomorphic metric mapping geometric shape parallel transport brain mapping trajectory +6 more

NeuroImage 68 citations Published 2009-03-01
Segmentation of Clustered Nuclei With Shape Markers and Marking Function (2009)

Jierong Cheng J.C. Rajapakse

image segmentation segmentation distance transform image processing microscopy +6 more

IEEE Transactions on Biomedical Engineering 323 citations Published 2009-03-01
Robot gait synthesis using the scheme of human motions skills development (2009)

Teresa Zielinska Chee-Meng Chew Przemyslaw Kryczka Tomasz Jargilo

gait gait robotics robot genetic algorithm +7 more

Mechanism and Machine Theory 54 citations Published 2009-03-01
No-reference image quality assessment using modified extreme learning machine classifier (2009)

S. Suresh R. Venkatesh Babu H. J. Kim

image quality extreme learning machine mean opinion score jpeg artificial neural network +6 more

Applied Soft Computing 262 citations Published 2009-03-01
Modelling and parametric study of modular undulating fin rays for fish robots (2009)

K.H. Low

fish locomotion fin robot robotics underwater +7 more

Mechanism and Machine Theory 177 citations Published 2009-03-01
Modeling Interaction for Segmentation of Neighboring Structures (2009)

Pingkun Yan A.A. Kassim Weijia Shen M. Shah

scale space segmentation image segmentation image texture segmentation maximum a posteriori estimation +6 more

international conference of the ieee engineering in medicine and biology society 11 citations Published 2009-03-01
Coordination Planning: Applying Control Synthesis Methods for a Class of Distributed Agents (2009)

Kiam Tian Seow Manh Tung Pham Chuan Ma M. Yokoo

multi agent planning multi agent system logical framework automatic control software design +6 more

IEEE Transactions on Control Systems and Technology 26 citations Published 2009-03-01
Bagging for Gaussian process regression (2009)

Tao Chen Jianghong Ren

bootstrap aggregating gaussian process weighting kriging bootstrapping +6 more

Neurocomputing 129 citations Published 2009-03-01
A soft MAP framework for blind super-resolution image reconstruction (2009)

Yu He Kim-Hui Yap Li Chen Lap-Pui Chau

image restoration gaussian blur iterative reconstruction image formation maximum a posteriori estimation +6 more

Image and Vision Computing 82 citations Published 2009-03-01
A memetic model of evolutionary PSO for computational finance applications (2009)

S. C. Chiam K. C. Tan A. Al. Mamun

memetic algorithm metaheuristic multi swarm optimization optimization problem continuous knapsack problem +6 more

Expert Systems With Applications 32 citations Published 2009-03-01
Method and system for anatomy structure segmentation and modeling in an image (2009)

Jimin Liu Su Huang Wieslaw Lucjan Nowinski

region growing segmentation computer vision anatomy geography +5 more

23 citations Published 2009-02-27
Laplacian lines for real-time shape illustration (2009)

Long Zhang Ying He Xuexiang Xie Wei Chen

laplacian smoothing image processing line drawing algorithm non photorealistic rendering laplace operator +7 more

Proceedings of the 2009 symposium on Interactive 3D graphics and games 31 citations Published 2009-02-27
A method and system for anatomy structure segmentation and modeling in an image (2009)

Jimin Liu Su Huang Wieslaw Lucjan Nowinski

region growing segmentation computer vision anatomy geography +5 more

23 citations Published 2009-02-27
ARGALI: an automatic cup-to-disc ratio measurement system for glaucoma detection and AnaLysIs framework (2009)

J. Liu Damon Wing Kee Wong J. H. Lim Haizhou Li Ngan Meng Tan T. Y. Wong

optic cup cup to disc ratio optic disc glaucoma fundus +7 more

Medical Imaging 2009: Computer-Aided Diagnosis 30 citations Published 2009-02-26
Combining named entities and tags for novel sentence detection (2009)

Yi Zhang Flora S. Tsai

novelty novelty detection named entity recognition sentence precision and recall +5 more

Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval 52 citations Published 2009-02-09
Iris recognition on edge maps (2009)

N. Sudha N.B. Puhan H. Xia X. Jiang

iris recognition hausdorff distance edge detection biometrics similitude +6 more

Iet Computer Vision 65 citations Published 2009-02-06
Stochastic modeling western paintings for effective classification (2009)

Jialie Shen

image retrieval contextual image classification image processing painting digital library +6 more

Pattern Recognition 67 citations Published 2009-02-01

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Detection of Activities by Wireless Sensors for Daily Life Surveillance: Eating and Drinking (2009)

Combination of 1H nuclear magnetic resonance spectroscopy and liquid chromatography/mass spectrometry with pattern recognition techniques for evaluation of metabolic profile associated with albuminuria. (2009)

Automated detection of kinks from blood vessels for optic cup segmentation in retinal images (2009)

Time Sequence Diffeomorphic Metric Mapping and Parallel Transport Track Time-Dependent Shape Changes (2009)

Segmentation of Clustered Nuclei With Shape Markers and Marking Function (2009)

Robot gait synthesis using the scheme of human motions skills development (2009)

No-reference image quality assessment using modified extreme learning machine classifier (2009)

Modelling and parametric study of modular undulating fin rays for fish robots (2009)

Modeling Interaction for Segmentation of Neighboring Structures (2009)

Coordination Planning: Applying Control Synthesis Methods for a Class of Distributed Agents (2009)

Bagging for Gaussian process regression (2009)

A soft MAP framework for blind super-resolution image reconstruction (2009)

A memetic model of evolutionary PSO for computational finance applications (2009)

Method and system for anatomy structure segmentation and modeling in an image (2009)

Laplacian lines for real-time shape illustration (2009)

A method and system for anatomy structure segmentation and modeling in an image (2009)

ARGALI: an automatic cup-to-disc ratio measurement system for glaucoma detection and AnaLysIs framework (2009)

Combining named entities and tags for novel sentence detection (2009)

Iris recognition on edge maps (2009)

Stochastic modeling western paintings for effective classification (2009)