Publications - Machine Learning SG

On challenges in evaluating malware clustering (2010)

Peng Li Limin Liu Debin Gao Michael K. Reiter

malware analysis cluster analysis malware plagiarism detection obfuscation +6 more

RAID'10 Proceedings of the 13th international conference on Recent advances in intrusion detection 118 citations Published 2010-09-15
Electrocardiogram signal processing system (2010)

Xin Liu Yuanjin Zheng Myint Wai Phyu Bin Zhao

wavelet signal processing pattern recognition speech recognition mathematics +2 more

11 citations Published 2010-09-09
Ring-light photometric stereo (2010)

Zhenglong Zhou Ping Tan

photometric stereo euclidean geometry computer vision computer graphics images exploit +3 more

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II 27 citations Published 2010-09-05
Randomized locality sensitive vocabularies for bag-of-features model (2010)

Yadong Mu Ju Sun Tony X. Han Loong-Fah Cheong Shuicheng Yan

vocabulary locality sensitive hashing locality visual word cluster analysis +7 more

ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III 19 citations Published 2010-09-05
Image-to-class distance metric learning for image classification (2010)

Zhengxiang Wang Yiqun Hu Liang-Tien Chia

distance transform mahalanobis distance standard test image metric contextual image classification +7 more

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I 89 citations Published 2010-09-05
Colorization for single image super resolution (2010)

Shuaicheng Liu Michael S. Brown Seon Joo Kim Yu-Wing Tai

color image markov random field computer vision chromatic aberration prior probability +6 more

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI 13 citations Published 2010-09-05
An eye fixation database for saliency detection in images (2010)

Subramanian Ramanathan Harish Katti Nicu Sebe Mohan Kankanhalli Tat-Seng Chua

fixation image segmentation fixation salience segmentation +7 more

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV 248 citations Published 2010-09-05
A fast dual method for HIK SVM learning (2010)

Jianxin Wu

support vector machine feature vector histogram kernel stochastic gradient descent +7 more

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II 41 citations Published 2010-09-05
User-Friendly Interactive Image Segmentation Through Unified Combinatorial User Inputs (2010)

Wenxian Yang Jianfei Cai Jianmin Zheng Jiebo Luo

image segmentation user friendly image processing computer vision computer science +6 more

IEEE Transactions on Image Processing 160 citations Published 2010-09-01
Solar-Powered Automated Road Surveillance System for Speed Violation Detection (2010)

Turgay Celik Huseyin Kusetogullari

background subtraction image processing video camera wired communication binary image +6 more

IEEE Transactions on Industrial Electronics 58 citations Published 2010-09-01
Multi-objective evolutionary algorithms based on the summation of normalized objectives and diversified selection (2010)

B. Y. Qu P. N. Suganthan

evolutionary programming evolutionary computation genetic algorithm evolutionary algorithm interactive evolutionary computation +7 more

Information Sciences 133 citations Published 2010-09-01
Multi-agent based collaborative fault detection and identification in chemical processes (2010)

Yew Seng Ng Rajagopalan Srinivasan

multi agent system grid data mining machine learning computer science +7 more

Engineering Applications of Artificial Intelligence 79 citations Published 2010-09-01
Hybrid Association Mining and Refinement for Affective Mapping in Emotional Design (2010)

Feng Zhou Jianxin Roger Jiao Dirk Schaefer Songlin Chen

conjoint analysis hybrid system knowledge extraction rough set decision support system +6 more

Journal of Computing and Information Science in Engineering 16 citations Published 2010-09-01
HAND POSTURE AND FACE RECOGNITION USING A FUZZY-ROUGH APPROACH (2010)

Pramod Kumar Pisharady Prahlad Vadakkepat Loh Ai Poh

fuzzy classification feature feature feature extraction statistical classification +6 more

International Journal of Humanoid Robotics 58 citations Published 2010-09-01
FISST-SLAM: Finite Set Statistical Approach to Simultaneous Localization and Mapping (2010)

B. Kalyan K.W. Lee W.S. Wijesoma

simultaneous localization and mapping particle filter recursive bayesian estimation probability vector state vector +7 more

The International Journal of Robotics Research 14 citations Published 2010-09-01
Estimation and filtering of physiological tremor for real-time compensation in surgical robotics applications. (2010)

K. C. Veluvolu W. T. Ang

filter signal processing robotics accelerometer pattern recognition +7 more

International Journal of Medical Robotics and Computer Assisted Surgery 74 citations Published 2010-09-01
Color to Gray: Visual Cue Preservation (2010)

Mingli Song Dacheng Tao Chun Chen Xuelong Li Chang Wen Chen

color image color balance color quantization color normalization sensory cue +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 114 citations Published 2010-09-01
Bayesian Error Concealment With DCT Pyramid for Images (2010)

Guangtao Zhai Xiaokang Yang Weisi Lin Wenjun Zhang

discrete cosine transform inpainting image restoration bayes estimator algorithm design +6 more

IEEE Transactions on Circuits and Systems for Video Technology 36 citations Published 2010-09-01
A systematic comparison of metamodeling techniques for simulation optimization in Decision Support Systems (2010)

Y. F. Li S. H. Ng M. Xie T. N. Goh

metamodeling decision support system multivariate adaptive regression splines stochastic simulation support vector machine +7 more

Applied Soft Computing 174 citations Published 2010-09-01
A comparative study of histogram-based thresholding methods for the determination of cell-free layer width in small blood vessels. (2010)

Bumseok Namgung Peng Kai Ong Yun Hui Wong Dohyung Lim Keyoung Jin Chun Sangho Kim

balanced histogram thresholding thresholding otsu s method histogram image quality +7 more

Physiological Measurement 13 citations Published 2010-09-01

Previous Next

On challenges in evaluating malware clustering (2010)

Electrocardiogram signal processing system (2010)

Ring-light photometric stereo (2010)

Randomized locality sensitive vocabularies for bag-of-features model (2010)

Image-to-class distance metric learning for image classification (2010)

Colorization for single image super resolution (2010)

An eye fixation database for saliency detection in images (2010)

A fast dual method for HIK SVM learning (2010)

User-Friendly Interactive Image Segmentation Through Unified Combinatorial User Inputs (2010)

Solar-Powered Automated Road Surveillance System for Speed Violation Detection (2010)

Multi-objective evolutionary algorithms based on the summation of normalized objectives and diversified selection (2010)

Multi-agent based collaborative fault detection and identification in chemical processes (2010)

Hybrid Association Mining and Refinement for Affective Mapping in Emotional Design (2010)

HAND POSTURE AND FACE RECOGNITION USING A FUZZY-ROUGH APPROACH (2010)

FISST-SLAM: Finite Set Statistical Approach to Simultaneous Localization and Mapping (2010)

Estimation and filtering of physiological tremor for real-time compensation in surgical robotics applications. (2010)

Color to Gray: Visual Cue Preservation (2010)

Bayesian Error Concealment With DCT Pyramid for Images (2010)

A systematic comparison of metamodeling techniques for simulation optimization in Decision Support Systems (2010)

A comparative study of histogram-based thresholding methods for the determination of cell-free layer width in small blood vessels. (2010)