Publications - Machine Learning SG

A real-time print-defect detection system for web offset printing (2009)

N.G. Shankar N. Ravi Z.W. Zhong

offset printing machine vision digital image processing color image computer vision +4 more

Measurement 16 citations Published 2009-06-01
A Probabilistic Memetic Framework (2009)

Quang Huy Nguyen Yew-Soon Ong Meng Hiot Lim

memetic algorithm evolutionary algorithm local search genetic algorithm population +6 more

IEEE Transactions on Evolutionary Computation 244 citations Published 2009-06-01
Automatic registration of color images to 3D geometry (2009)

Yunzhen Li Kok-Lim Low

color histogram geometric modeling robustness computer vision computer science +5 more

Proceedings of the 2009 Computer Graphics International Conference on 11 citations Published 2009-05-26
Critical evaluation of image processing approaches for real-time crystal size measurements (2009)

Ying Zhou Rajagopalan Srinivasan S. Lakshminarayanan

image processing segmentation pattern recognition computer vision process state +7 more

Computers & Chemical Engineering 36 citations Published 2009-05-21
Multi-objective evolutionary programming without non-domination sorting is up to twenty times faster (2009)

B. Y. Qu P. N. Suganthan

evolutionary programming sorting genetic programming evolutionary computation fuzzy logic +6 more

2009 IEEE Congress on Evolutionary Computation 76 citations Published 2009-05-18
Evolutionary programming with ensemble of explicit memories for dynamic optimization (2009)

E. L. Yu P. N. Suganthan

evolutionary programming evolutionary music evolutionary computation genetic algorithm genetic programming +5 more

2009 IEEE Congress on Evolutionary Computation 64 citations Published 2009-05-18
A Novel Wheeze Detection Method for Wearable Monitoring Systems (2009)

Jianmin Zhang Wee Ser Jufeng Yu T.T. Zhang

wheeze remote patient monitoring condition monitoring wearable computer asthma +6 more

2009 International Symposium on Intelligent Ubiquitous Computing and Education 58 citations Published 2009-05-15
Evolutionary organizational search (2009)

Boyang Li Han Yu Zhiqi Shen Chunyan Miao

metaheuristic genetic programming local optimum multi agent system operator +5 more

AAMAS '09 Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2 22 citations Published 2009-05-10
Boolean combinations of weighted voting games (2009)

Piotr Faliszewski Edith Elkind Michael Wooldridge

cardinal voting systems weighted voting unary operation propositional calculus computational complexity theory +5 more

AAMAS '09 Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 1 19 citations Published 2009-05-10
Perception-oriented video coding based on foveated JND model (2009)

Zhenzhong Chen Christine Guillemot

multiview video coding video tracking motion compensation data compression entropy encoding +6 more

2009 Picture Coding Symposium 14 citations Published 2009-05-06
EEG Data Driven Animation and Its Application (2009)

Olga Sourina Alexei Sourin Vladimir Kulish

visualization animation visual comparison electroencephalography neurofeedback +6 more

MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques 24 citations Published 2009-05-04
An ISAR imaging method for multiple moving targets based on fractional Fourier transformation (2009)

Yanan Li Yaowen Fu Xiang Li Le-Wei Li

inverse synthetic aperture radar motion compensation radar tracker chirp doppler radar +6 more

2009 IEEE Radar Conference 11 citations Published 2009-05-04
Weighted locally linear embedding for dimension reduction (2009)

Yaozhang Pan Shuzhi Sam Ge Abdullah Al Mamun

dimensionality reduction nonlinear dimensionality reduction cluster analysis linear discriminant analysis feature extraction +6 more

Pattern Recognition 127 citations Published 2009-05-01
Semisupervised SVM batch mode active learning with applications to image retrieval (2009)

Steven C. H. Hoi Rong Jin Jianke Zhu Michael R. Lyu

support vector machine content based image retrieval relevance feedback image retrieval submodular set function +7 more

ACM Transactions on Information Systems 354 citations Published 2009-05-01
Neural Network Control of Multifingered Robot Hands Using Visual Feedback (2009)

Yu Zhao Chien Chern Cheah

robot kinematics robot control visual servoing kinematics controller +7 more

IEEE Transactions on Neural Networks 63 citations Published 2009-05-01
Comparative Analysis of Machine Learning Methods in Ligand-Based Virtual Screening of Large Compound Libraries (2009)

Xiao H. Ma Jia Jia Feng Zhu Ying Xue Ze R. Li Yu Z. Chen

virtual screening pharmacophore small molecule libraries cluster analysis machine learning +2 more

Combinatorial Chemistry & High Throughput Screening 66 citations Published 2009-05-01
Blind blur assessment for vision-based applications (2009)

Shiqian Wu Weisi Lin Shoulie Xie Zhongkang Lu Ee Ping Ong Susu Yao

image restoration edge detection image quality radon transform point spread function +6 more

Journal of Visual Communication and Image Representation 63 citations Published 2009-05-01
Binary Sparse Nonnegative Matrix Factorization (2009)

Yuan Yuan Xuelong Li Yanwei Pang Xin Lu Dacheng Tao

non negative matrix factorization matrix decomposition sparse matrix subspace topology principal component analysis +6 more

IEEE Transactions on Circuits and Systems for Video Technology 54 citations Published 2009-05-01
Automatic camera calibration of broadcast tennis video with applications to 3D virtual content insertion and ball detection and tracking (2009)

Xinguo Yu Nianjuan Jiang Loong-Fah Cheong Hon Wai Leong Xin Yan

camera auto calibration camera resectioning smart camera camera matrix stereo camera +6 more

Computer Vision and Image Understanding 55 citations Published 2009-05-01
Asymmetric Principal Component and Discriminant Analyses for Pattern Classification (2009)

Xudong Jiang

linear discriminant analysis optimal discriminant analysis principal component analysis dimensionality reduction contextual image classification +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 144 citations Published 2009-05-01

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A real-time print-defect detection system for web offset printing (2009)

A Probabilistic Memetic Framework (2009)

Automatic registration of color images to 3D geometry (2009)

Critical evaluation of image processing approaches for real-time crystal size measurements (2009)

Multi-objective evolutionary programming without non-domination sorting is up to twenty times faster (2009)

Evolutionary programming with ensemble of explicit memories for dynamic optimization (2009)

A Novel Wheeze Detection Method for Wearable Monitoring Systems (2009)

Evolutionary organizational search (2009)

Boolean combinations of weighted voting games (2009)

Perception-oriented video coding based on foveated JND model (2009)

EEG Data Driven Animation and Its Application (2009)

An ISAR imaging method for multiple moving targets based on fractional Fourier transformation (2009)

Weighted locally linear embedding for dimension reduction (2009)

Semisupervised SVM batch mode active learning with applications to image retrieval (2009)

Neural Network Control of Multifingered Robot Hands Using Visual Feedback (2009)

Comparative Analysis of Machine Learning Methods in Ligand-Based Virtual Screening of Large Compound Libraries (2009)

Blind blur assessment for vision-based applications (2009)

Binary Sparse Nonnegative Matrix Factorization (2009)

Automatic camera calibration of broadcast tennis video with applications to 3D virtual content insertion and ball detection and tracking (2009)

Asymmetric Principal Component and Discriminant Analyses for Pattern Classification (2009)