Publications - Machine Learning SG

Action detection in complex scenes with spatial and temporal ambiguities (2009)

Yuxiao Hu Liangliang Cao Fengjun Lv Shuicheng Yan Yihong Gong Thomas S. Huang

object detection feature extraction support vector machine semantic network computer vision +7 more

2009 IEEE 12th International Conference on Computer Vision 185 citations Published 2009-09-01
A Target-Oriented Phonotactic Front-End for Spoken Language Recognition (2009)

Rong Tong Bin Ma Haizhou Li Eng Siong Chng

phone spoken language word error rate speech recognition nist +7 more

IEEE Transactions on Audio, Speech, and Language Processing 16 citations Published 2009-09-01
A state-space super-resolution approach for video reconstruction (2009)

Jing Tian Kai-Kuang Ma

image processing kalman filter state space sliding window protocol bayes estimator +6 more

Signal, Image and Video Processing 14 citations Published 2009-09-01
A novel approach to classification of facial expressions from 3D-mesh datasets using modified PCA (2009)

Y. V. Venkatesh Ashraf A. Kassim O. V. Ramana Murthy

facial recognition system facial expression active contour model feature extraction expression +6 more

Pattern Recognition Letters 34 citations Published 2009-09-01
A Comparison between Neural Networks and Traditional Forecasting Methods: A Case Study (2009)

C. A. Mitrea C. K. M. Lee Z. Wu

autoregressive integrated moving average nonlinear autoregressive exogenous model moving average autoregressive model artificial neural network +6 more

International journal of engineering business management 93 citations Published 2009-09-01
Communication-Efficient Classification in P2P Networks (2009)

Hock Hee Ang Vivekanand Gopalkrishnan Wee Keong Ng Steven Hoi

scalability high availability physical address bandwidth support vector machine +7 more

ECMLPKDD'09 Proceedings of the 2009th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I 13 citations Published 2009-08-30
On the Recovery of Depth from a Single Defocused Image (2009)

Shaojie Zhuo Terence Sim

depth map image processing real image markov random field computer vision +4 more

CAIP '09 Proceedings of the 13th International Conference on Computer Analysis of Images and Patterns 73 citations Published 2009-08-29
Color Me Right---Seamless Image Compositing (2009)

Dong Guo Terence Sim

alpha compositing color image compositing feature detection image texture +7 more

CAIP '09 Proceedings of the 13th International Conference on Computer Analysis of Images and Patterns 11 citations Published 2009-08-29
Word-superiority effect as a function of semantic transparency of Chinese bimorphemic compound words (2009)

Leh Woon Mok

word superiority effect compound word lists by frequency word recognition english compound +6 more

Language and Cognitive Processes 22 citations Published 2009-08-27
Efficient Pruning Schemes for Distance-Based Outlier Detection (2009)

Nguyen Hoang Vu Vivekanand Gopalkrishnan

outlier anomaly detection offset upper and lower bounds data mining +7 more

ECMLPKDD'09 Proceedings of the 2009th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II 27 citations Published 2009-08-27
A Convex Method for Locating Regions of Interest with Multi-instance Learning (2009)

Yu-Feng Li James T. Kwok Ivor W. Tsang Zhi-Hua Zhou

image retrieval convex optimization local search support vector machine multiple kernel learning +6 more

ECMLPKDD'09 Proceedings of the 2009th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II 98 citations Published 2009-08-27
Method and System for Rendering an Entertainment Animation (2009)

Susanto Rahardja Farzam Farbiz Zhiyong Huang Ee Ping Ong Corey Mason Manders Ti Eu Chan Jyh Herng Bryan Chong

rendering animation computer graphics images computer vision computer science +4 more

19 citations Published 2009-08-20
Designing Laser Gesture Interface for Robot Control (2009)

Kentaro Ishii Shengdong Zhao Masahiko Inami Takeo Igarashi Michita Imai

robot control laser pointer gesture recognition robot input device +6 more

INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part II 96 citations Published 2009-08-20
A mamdani-takagi-sugeno based linguistic neural-fuzzy inference system for improved interpretability-accuracy representation (2009)

W. L. Tung C. Quek

fuzzy set operations neuro fuzzy fuzzy classification fuzzy number fuzzy rule +7 more

2009 IEEE International Conference on Fuzzy Systems 15 citations Published 2009-08-20
Towards Humanlike Social Touch for Prosthetics and Sociable Robotics: Handshake Experiments and Finger Phalange Indentations (2009)

John-John Cabibihan Raditya Pradipta Yun Zhi Chew Shuzhi Sam Ge

handshake gesture social robot rehabilitation robotics robotics +6 more

Proceedings of the FIRA RoboWorld Congress 2009 on Advances in Robotics 20 citations Published 2009-08-18
Enhanced gabor-based region covariance matrices for palmprint recognition (2009)

J. Lu Y. Zhao J. Hu

feature extraction palm print biometrics information extraction covariance +7 more

Electronics Letters 28 citations Published 2009-08-18
An Ant Colony Optimization Algorithm Based on the Experience Model (2009)

Wenjun Pan Lipo Wang

ant colony optimization algorithms travelling salesman problem artificial intelligence mathematical optimization algorithm +2 more

2009 Fifth International Conference on Natural Computation 11 citations Published 2009-08-14
Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and $k$ -Means Clustering (2009)

Turgay Celik

feature vector feature detection k means clustering principal component analysis cluster analysis +6 more

IEEE Geoscience and Remote Sensing Letters 416 citations Published 2009-08-07
Multiscale Change Detection in Multitemporal Satellite Images (2009)

T. Celik

image processing change detection feature vector image resolution synthetic aperture radar +7 more

IEEE Geoscience and Remote Sensing Letters 144 citations Published 2009-08-07
Multiclass cancer classification by support vector machines with class-wise optimized genes and probability estimates (2009)

Ashish Anand P.N. Suganthan

multiclass classification structured support vector machine support vector machine feature selection classifier +7 more

Journal of Theoretical Biology 30 citations Published 2009-08-07

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Action detection in complex scenes with spatial and temporal ambiguities (2009)

A Target-Oriented Phonotactic Front-End for Spoken Language Recognition (2009)

A state-space super-resolution approach for video reconstruction (2009)

A novel approach to classification of facial expressions from 3D-mesh datasets using modified PCA (2009)

A Comparison between Neural Networks and Traditional Forecasting Methods: A Case Study (2009)

Communication-Efficient Classification in P2P Networks (2009)

On the Recovery of Depth from a Single Defocused Image (2009)

Color Me Right---Seamless Image Compositing (2009)

Word-superiority effect as a function of semantic transparency of Chinese bimorphemic compound words (2009)

Efficient Pruning Schemes for Distance-Based Outlier Detection (2009)

A Convex Method for Locating Regions of Interest with Multi-instance Learning (2009)

Method and System for Rendering an Entertainment Animation (2009)

Designing Laser Gesture Interface for Robot Control (2009)

A mamdani-takagi-sugeno based linguistic neural-fuzzy inference system for improved interpretability-accuracy representation (2009)

Towards Humanlike Social Touch for Prosthetics and Sociable Robotics: Handshake Experiments and Finger Phalange Indentations (2009)

Enhanced gabor-based region covariance matrices for palmprint recognition (2009)

An Ant Colony Optimization Algorithm Based on the Experience Model (2009)

Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and $k$ -Means Clustering (2009)

Multiscale Change Detection in Multitemporal Satellite Images (2009)

Multiclass cancer classification by support vector machines with class-wise optimized genes and probability estimates (2009)