Publications - Machine Learning SG

3D Segmentation and Quantification of a Masticatory Muscle from MR Data Using Patient-Specific Models and Matching Distributions (2009)

Hsiao Piau Ng Sim Heng Ong Jimin Liu Su Huang Kelvin Weng Chiong Foong Poh-Sun Goh Wieslaw Lucjan Nowinski

masseter muscle segmentation homogeneity pixel interpolation +7 more

Journal of Digital Imaging 11 citations Published 2009-10-01
Lamarckian memetic algorithms: local optimum and connectivity structure analysis (2009)

Minh Nghia Le Yew-Soon Ong Yaochu Jin Bernhard Sendhoff

memetic algorithm local optimum fitness landscape artificial intelligence complex systems +4 more

Memetic Computing 106 citations Published 2009-09-29
Exploiting intensity inhomogeneity to extract textured objects from natural scenes (2009)

Jundi Ding Jialie Shen HweeHwa Pang Songcan Chen Jingyu Yang

pixel computer vision randomness salient prior probability +3 more

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III 13 citations Published 2009-09-23
Exploiting coordination locales in distributed POMDPs via social model shaping (2009)

Pradeep Varakantham Jun-young Kwak Matthew Taylor Janusz Marecki Paul Scerri Milind Tambe

solver scalability partially observable markov decision process novelty artificial intelligence +2 more

ICAPS'09 Proceedings of the Nineteenth International Conference on International Conference on Automated Planning and Scheduling 81 citations Published 2009-09-19
Toward a Generic Framework for Modeling Human Behaviors in Crowd Simulation (2009)

Linbo Luo Suiping Zhou Wentong Cai Malcolm Yoke Hean Low Michael Lees

crowd simulation cognitive architecture intelligent agent human behavior decision making +5 more

Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology on 14 citations Published 2009-09-15
Device and method for generating a representation of a subject's attention level (2009)

Cuntai Guan Brahim Hamadi Charef Haihong Zhang Chuanchu Wang Keng Peng Tee Kai Keng Ang Zheng Yang Chin Ranga Krishnan Tih Shih Lee Choon Guan Lim Daniel Fung

discriminative model classifier pattern recognition speech recognition computer science +1 more

19 citations Published 2009-09-14
SIFT features for face recognition (2009)

Cong Geng Xudong Jiang

facial recognition system feature extraction scale invariant feature transform object detection cognitive neuroscience of visual object recognition +7 more

2009 2nd IEEE International Conference on Computer Science and Information Technology 70 citations Published 2009-09-11
Generating secure cancelable fingerprint templates using local and global features (2009)

Huijuan Yang Xudong Jiang Alex C. Kot

minutiae fingerprint recognition biometrics feature extraction fingerprint +6 more

2009 2nd IEEE International Conference on Computer Science and Information Technology 54 citations Published 2009-09-11
Feature extraction for image recognition and computer vision (2009)

Xudong Jiang

feature extraction feature feature detection kanade lucas tomasi feature tracker feature +7 more

2009 2nd IEEE International Conference on Computer Science and Information Technology 21 citations Published 2009-09-11
A novel application of self-organizing network for facial expression recognition from radial encoded contours (2009)

W. F. Gu Y. V. Venkatesh C. Xiang

facial expression expression perceptron pattern recognition encoding +7 more

soft computing 16 citations Published 2009-09-11
Robot Programming Using Augmented Reality (2009)

Hongchao Fang Soh Khim Ong Andrew Yeh-Ching Nee

robot control social robot personal robot mobile robot robot kinematics +7 more

2009 International Conference on CyberWorlds 25 citations Published 2009-09-07
Simultaneous and orthogonal decomposition of data using Multimodal Discriminant Analysis (2009)

Terence Sim Sheng Zhang Jianran Li Yan Chen

mmda linear discriminant analysis principal component analysis dimensionality reduction facial recognition system +7 more

2009 IEEE 12th International Conference on Computer Vision 14 citations Published 2009-09-01
Robust matching of building facades under large viewpoint changes (2009)

Jimmy Addison Lee Kin-Choong Yow Alex Yong-Sang Chia

image segmentation line fitting homography robustness edge detection +7 more

2009 IEEE 12th International Conference on Computer Vision 15 citations Published 2009-09-01
Reconstructing Videos From Multiple Compressed Copies (2009)

Ci Wang Gao Yang Yap-Peng Tan

video quality video processing video capture multiview video coding video compression picture types +6 more

IEEE Transactions on Circuits and Systems for Video Technology 11 citations Published 2009-09-01
Fast Haar Transform Based Feature Extraction for Face Representation and Recognition (2009)

Yanwei Pang Xuelong Li Yuan Yuan Dacheng Tao Jing Pan

subspace topology feature extraction linear discriminant analysis facial recognition system principal component analysis +7 more

IEEE Transactions on Information Forensics and Security 73 citations Published 2009-09-01
Discrimination of myocardial infarction stages by subjective feature extraction (2009)

Dingfei Ge Lihui Sun Jiayin Zhou Yuquan Shao

feature extraction database normalization principal component analysis whitening transformation pattern recognition +7 more

Computer Methods and Programs in Biomedicine 12 citations Published 2009-09-01
Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval (2009)

S.C.H. Hoi Rong Jin M.R. Lyu

semi supervised learning active learning unsupervised learning active learning relevance feedback +7 more

IEEE Transactions on Knowledge and Data Engineering 97 citations Published 2009-09-01
An HOG-LBP human detector with partial occlusion handling (2009)

Xiaoyu Wang Tony X. Han Shuicheng Yan

local binary patterns feature extraction occlusion object detection pedestrian detection +7 more

2009 IEEE 12th International Conference on Computer Vision 2,055 citations Published 2009-09-01
Adaptive spatial information-theoretic clustering for image segmentation (2009)

Zhi Min Wang Yeng Chai Soh Qing Song Kang Sim

segmentation based object categorization scale space segmentation image segmentation cure data clustering algorithm cluster analysis +6 more

Pattern Recognition 79 citations Published 2009-09-01
Active segmentation with fixation (2009)

Ajay Mishra Yiannis Aloimonos Cheong Loong Fah

image segmentation scale space segmentation range segmentation segmentation based object categorization region growing +6 more

2009 IEEE 12th International Conference on Computer Vision 145 citations Published 2009-09-01

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3D Segmentation and Quantification of a Masticatory Muscle from MR Data Using Patient-Specific Models and Matching Distributions (2009)

Lamarckian memetic algorithms: local optimum and connectivity structure analysis (2009)

Exploiting intensity inhomogeneity to extract textured objects from natural scenes (2009)

Exploiting coordination locales in distributed POMDPs via social model shaping (2009)

Toward a Generic Framework for Modeling Human Behaviors in Crowd Simulation (2009)

Device and method for generating a representation of a subject's attention level (2009)

SIFT features for face recognition (2009)

Generating secure cancelable fingerprint templates using local and global features (2009)

Feature extraction for image recognition and computer vision (2009)

A novel application of self-organizing network for facial expression recognition from radial encoded contours (2009)

Robot Programming Using Augmented Reality (2009)

Simultaneous and orthogonal decomposition of data using Multimodal Discriminant Analysis (2009)

Robust matching of building facades under large viewpoint changes (2009)

Reconstructing Videos From Multiple Compressed Copies (2009)

Fast Haar Transform Based Feature Extraction for Face Representation and Recognition (2009)

Discrimination of myocardial infarction stages by subjective feature extraction (2009)

Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval (2009)

An HOG-LBP human detector with partial occlusion handling (2009)

Adaptive spatial information-theoretic clustering for image segmentation (2009)

Active segmentation with fixation (2009)