Publications - Machine Learning SG

Joint Motion and Disparity Fields Estimation for Stereoscopic Video Sequences (2005)

Wenxian Yang King Ngi Ngan JeongEun Lim Kwanghoon Sohn

multiview video coding motion estimation sobel operator bisection method convex hull +6 more

Signal Processing-image Communication 28 citations Published 2005-03-01
Effect of training datasets on support vector machine prediction of protein-protein interactions (2005)

Siaw Ling Lo Cong Zhong Cai Yu Zong Chen Maxey C. M. Chung

protein function prediction protein protein interaction prediction support vector machine protein protein interaction pattern recognition +5 more

Proteomics 94 citations Published 2005-03-01
CLASSIFICATION OF HUMAN FACIAL AND AURAL TEMPERATURE USING NEURAL NETWORKS AND IR FEVER SCANNER: A RESPONSIBLE SECOND LOOK (2005)

E. Y. K. Ng Colin Chong G. J. L. Kaw

mass screening thermography self organizing map artificial neural network backpropagation +7 more

Journal of Mechanics in Medicine and Biology 11 citations Published 2005-03-01
Apparatus for medical and/or simulation procedures (2005)

Oussama Khatib Xin Ma Wieslaw Lucjan Nowinski Marcelo Jr Huibonhoa Ang Chee Kong Chui Zi Rui Li

haptic technology catheter computer vision medicine artificial intelligence

73 citations Published 2005-03-01
Adaptive neural network models for automatic incident detection on freeways (2005)

Dipti Srinivasan Xin Jin Ruey Long Cheu

time delay neural network probabilistic neural network artificial neural network adaptability machine learning +7 more

Neurocomputing 57 citations Published 2005-03-01
A Study on Distribution Preservation Mechanism in Evolutionary Multi-Objective Optimization (2005)

E. F. Khor K. C. Tan T. H. Lee C. K. Goh

evolutionary programming evolutionary algorithm multi objective optimization modular design conceptual framework +2 more

Artificial Intelligence Review 28 citations Published 2005-03-01
A fusion-based clinical decision support for disease diagnosis from endoscopic images. (2005)

M. M. Zheng S. M. Krishnan Marta P. Tjoa

intelligent decision support system decision support system bayesian probability clinical decision support system a priori and a posteriori +6 more

Computers in Biology and Medicine 53 citations Published 2005-03-01
Method and System for Detection of Bone Fractures (2005)

Wee Kheng Leow Dennis Yap Tet Sen Howe Meng Ai Png

image processing computer vision computer science artificial intelligence

17 citations Published 2005-02-28
Method and Apparatus for Editing Three-Dimensional Images (2005)

Su Huang Wieslaw Lucjian Nowinski Mikalai Ivanou Aamer Aziz

interpolation computer graphics images computer vision computer science artificial intelligence +3 more

29 citations Published 2005-02-17
Automatic video event detection and indexing (2005)

Joo Hwee Lim Changsheng Xu Kong Wah Wan Qi Tian Yu-Lin Kang

audio signal video processing search engine indexing computer vision computer science +2 more

78 citations Published 2005-02-07
Software failure prediction based on a Markov Bayesian network model (2005)

C.G. Bai Q.P. Hu M. Xie S.H. Ng

variable order bayesian network dynamic bayesian network graphical model goal driven software development process software quality +7 more

Journal of Systems and Software 96 citations Published 2005-02-01
Genetic evolution processing of data structures for image classification (2005)

Siu-Yeung Cho Zheru Chi

feature extraction genetic algorithm contextual image classification artificial neural network crossover +7 more

IEEE Transactions on Knowledge and Data Engineering 28 citations Published 2005-02-01
Context-based recognition of process states using neural networks (2005)

R. Srinivasan C. Wang W.K. Ho K.W. Lim

feature artificial neural network process state machine learning architecture +5 more

Chemical Engineering Science 13 citations Published 2005-02-01
Exploring bit-difference for approximate KNN search in high-dimensional databases (2005)

Bin Cui Heng Tao Shen Jialie Shen Kian-Lee Tan

euclidean distance cluster analysis feature vector computation pattern recognition +7 more

ADC '05 Proceedings of the 16th Australasian database conference - Volume 39 24 citations Published 2005-01-30
Retrieval of News Video Using Video Sequence Matching (2005)

Young-tae Kim Tat-Seng Chua

video quality block matching algorithm video compression picture types multiview video coding similarity measure +6 more

11th International Multimedia Modelling Conference 68 citations Published 2005-01-12
Multilevel Quadratic Variation Minimization for 3D Face Modeling and Virtual View Synthesis (2005)

Xiaozheng Zhang Yongsheng Gao M.K.H. Leung

view synthesis facial recognition system quadratic variation minification virtual prototyping +7 more

11th International Multimedia Modelling Conference 11 citations Published 2005-01-12
Feature Combination and Relevance Feedback for 3D Model Retrieval (2005)

I. Atmosukarto Wee Kheng Leow Zhiyong Huang

relevance feedback visual word feature divergence from randomness model query expansion +6 more

11th International Multimedia Modelling Conference 67 citations Published 2005-01-12
A Novel Approach to Auto Image Annotation Based on Pairwise Constrained Clustering and Semi-Naïve Bayesian Model (2005)

Shi Rui Wanjun Jin Tat-Seng Chua

image retrieval constrained clustering automatic image annotation cluster analysis naive bayes classifier +7 more

11th International Multimedia Modelling Conference 30 citations Published 2005-01-12
A Framework for Sub-Window Shot Detection (2005)

Chuohao Yeo Yong-Wei Zhu Qibin Sun Shih-Fu Chang

macroblock data compression transform coding videoconferencing decoding methods +7 more

11th International Multimedia Modelling Conference 11 citations Published 2005-01-12
Automated Microaneurysm Segmentation and Detection using Generalized Eigenvectors (2005)

P.M.D. Pallawala Wynne Hsu Mong Li Lee Say Song Goh

diabetic retinopathy image segmentation microaneurysm segmentation retinal +6 more

2005 Seventh IEEE Workshops on Applications of Computer Vision (WACV/MOTION'05) - Volume 1 17 citations Published 2005-01-05

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Joint Motion and Disparity Fields Estimation for Stereoscopic Video Sequences (2005)

Effect of training datasets on support vector machine prediction of protein-protein interactions (2005)

CLASSIFICATION OF HUMAN FACIAL AND AURAL TEMPERATURE USING NEURAL NETWORKS AND IR FEVER SCANNER: A RESPONSIBLE SECOND LOOK (2005)

Apparatus for medical and/or simulation procedures (2005)

Adaptive neural network models for automatic incident detection on freeways (2005)

A Study on Distribution Preservation Mechanism in Evolutionary Multi-Objective Optimization (2005)

A fusion-based clinical decision support for disease diagnosis from endoscopic images. (2005)

Method and System for Detection of Bone Fractures (2005)

Method and Apparatus for Editing Three-Dimensional Images (2005)

Automatic video event detection and indexing (2005)

Software failure prediction based on a Markov Bayesian network model (2005)

Genetic evolution processing of data structures for image classification (2005)

Context-based recognition of process states using neural networks (2005)

Exploring bit-difference for approximate KNN search in high-dimensional databases (2005)

Retrieval of News Video Using Video Sequence Matching (2005)

Multilevel Quadratic Variation Minimization for 3D Face Modeling and Virtual View Synthesis (2005)

Feature Combination and Relevance Feedback for 3D Model Retrieval (2005)

A Novel Approach to Auto Image Annotation Based on Pairwise Constrained Clustering and Semi-Na&#239;ve Bayesian Model (2005)

A Framework for Sub-Window Shot Detection (2005)

Automated Microaneurysm Segmentation and Detection using Generalized Eigenvectors (2005)

A Novel Approach to Auto Image Annotation Based on Pairwise Constrained Clustering and Semi-Naïve Bayesian Model (2005)