Publications - Machine Learning SG

A novel semi-automatic image processing approach to determine Plasmodium falciparum parasitemia in Giemsa-stained thin blood smears (2008)

Minh-Tam Le Timo R Bretschneider Claudia Kuss Peter R Preiser

mass screening parasitemia image processing image quality standard deviation +8 more

BMC Cell Biology 120 citations Published 2008-03-28
A novel method for human gender classification using Raman spectroscopy of fingernail clippings. (2008)

Effendi Widjaja Geok Hong Lim An An

data classification principal component analysis support vector machine raman spectroscopy pattern recognition +5 more

Analyst 33 citations Published 2008-03-25
Distance based feature selection for clustering microarray data (2008)

Manoranjan Dash Vivekanand Gopalkrishnan

clustering high dimensional data cluster analysis hierarchical clustering correlation clustering fuzzy clustering +7 more

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications 20 citations Published 2008-03-19
Image based grading of nuclear cataract by SVM regression (2008)

Huiqi Li Joo-Hwee Lim Jiang Liu Tien Yin Wong Ava G. Tan Jie Jin Wang Paul Mitchell

active shape model grading support vector machine mean squared error lens +6 more

Proceedings of SPIE, the International Society for Optical Engineering 17 citations Published 2008-03-06
Multimodal Approach to Human-Face Detection and Tracking (2008)

P. Vadakkepat P. Lim L.C. De Silva Liu Jing Li Li Ling

mobile robot autonomous robot obstacle avoidance color space face detection +6 more

IEEE Transactions on Industrial Electronics 205 citations Published 2008-03-03
Efficient Load-Balanced Clustering Algorithms for wireless sensor networks (2008)

Chor Ping Low Can Fang Jim Mee Ng Yew Hock Ang

key distribution in wireless sensor networks wireless sensor network wireless network cluster analysis load balancing +6 more

Computer Communications 146 citations Published 2008-03-03
Subband Synthesis for Color Filter Array Demosaicking (2008)

Li Chen Kim-Hui Yap Yu He

color filter array color image demosaicing color histogram bayer filter +6 more

systems man and cybernetics 15 citations Published 2008-03-01
Robotic system for no-scar gastrointestinal surgery. (2008)

S. J. Phee S. C. Low Z. L. Sun K. Y. Ho W. M. Huang Z. M. Thant

endoscope robotics surgery medicine artificial intelligence +6 more

International Journal of Medical Robotics and Computer Assisted Surgery 117 citations Published 2008-03-01
Minutiae feature analysis for infrared hand vein pattern biometrics (2008)

Lingyu Wang Graham Leedham David Siu-Yeung Cho

minutiae eye vein verification feature extraction pattern recognition biometrics +7 more

Pattern Recognition 347 citations Published 2008-03-01
Gait Components and Their Application to Gender Recognition (2008)

Xuelong Li S.J. Maybank Shuicheng Yan Dacheng Tao Dong Xu

gait gait analysis gait silhouette biometrics +6 more

systems man and cybernetics 339 citations Published 2008-03-01
Eigenfeature Regularization and Extraction in Face Recognition (2008)

Xudong Jiang B. Mandal A. Kot

dimensionality reduction subspace topology linear discriminant analysis feature extraction linear subspace +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 366 citations Published 2008-03-01
Classification and Feature Extraction by Simplexization (2008)

Yun Fu Shuicheng Yan T.S. Huang

feature extraction k nearest neighbors algorithm statistical classification contextual image classification linear discriminant analysis +6 more

IEEE Transactions on Information Forensics and Security 106 citations Published 2008-03-01
A sequential multi-category classifier using radial basis function networks (2008)

S. Suresh N. Sundararajan P. Saratchandran

radial basis function network linear classifier hinge loss support vector machine function approximation +6 more

Neurocomputing 118 citations Published 2008-03-01
A framelet-based image inpainting algorithm (2008)

Jian-Feng Cai Raymond H. Chan Zuowei Shen

inpainting image restoration image processing wavelet convex analysis +6 more

Applied and Computational Harmonic Analysis 362 citations Published 2008-03-01
Collaborative assignment using belief-desire-intention agent modeling and negotiation with speedup strategies (2008)

Kiam Tian Seow Kwang Mong Sim

resource allocation heuristics assignment problem distributed computing environment speedup +5 more

Information Sciences 22 citations Published 2008-02-20
Motion saliency outweighs other low-level features while watching videos (2008)

Dwarikanath Mahapatra Stefan Winkler Shih-Cheng Yen

motion estimation motion vector orientation salience visual perception +6 more

Proceedings of SPIE, the International Society for Optical Engineering 64 citations Published 2008-02-14
System and method for processing brain signals in a BCI system (2008)

Cuntai Guan Haihong Zhang Chu Chuan Wang

brain computer interface speech recognition computer vision computer science artificial intelligence

12 citations Published 2008-02-11
A Model-Based, Semi-Global Segmentation Approach for Automatic 3-D Point Landmark Localization in Neuroimages (2008)

Jimin Liu Wenpeng Gao Su Huang W.L. Nowinski

image segmentation image registration active shape model segmentation landmark +6 more

IEEE Transactions on Medical Imaging 23 citations Published 2008-02-02
Sensor fusion-based visual target tracking for autonomous vehicles with the out-of-sequence measurements solution (2008)

Zhen Jia Arjuna Balasuriya Subhash Challa

stereo cameras sensor fusion optical flow extended kalman filter tracking system +6 more

Robotics and Autonomous Systems 77 citations Published 2008-02-01
Relative scale method to locate an object in cluttered environment (2008)

Md. Saiful Islam Andrzej Sluzek

spatial relation hough transform cluster analysis pattern recognition computer vision +6 more

Image and Vision Computing 11 citations Published 2008-02-01

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A novel semi-automatic image processing approach to determine Plasmodium falciparum parasitemia in Giemsa-stained thin blood smears (2008)

A novel method for human gender classification using Raman spectroscopy of fingernail clippings. (2008)

Distance based feature selection for clustering microarray data (2008)

Image based grading of nuclear cataract by SVM regression (2008)

Multimodal Approach to Human-Face Detection and Tracking (2008)

Efficient Load-Balanced Clustering Algorithms for wireless sensor networks (2008)

Subband Synthesis for Color Filter Array Demosaicking (2008)

Robotic system for no-scar gastrointestinal surgery. (2008)

Minutiae feature analysis for infrared hand vein pattern biometrics (2008)

Gait Components and Their Application to Gender Recognition (2008)

Eigenfeature Regularization and Extraction in Face Recognition (2008)

Classification and Feature Extraction by Simplexization (2008)

A sequential multi-category classifier using radial basis function networks (2008)

A framelet-based image inpainting algorithm (2008)

Collaborative assignment using belief-desire-intention agent modeling and negotiation with speedup strategies (2008)

Motion saliency outweighs other low-level features while watching videos (2008)

System and method for processing brain signals in a BCI system (2008)

A Model-Based, Semi-Global Segmentation Approach for Automatic 3-D Point Landmark Localization in Neuroimages (2008)

Sensor fusion-based visual target tracking for autonomous vehicles with the out-of-sequence measurements solution (2008)

Relative scale method to locate an object in cluttered environment (2008)