Publications - Machine Learning SG

Integrating spatial fuzzy clustering with level set methods for automated medical image segmentation (2011)

Bing Nan Li Chee Kong Chui Stephen Chang S. H. Ong

scale space segmentation fuzzy clustering segmentation based object categorization image segmentation fuzzy logic +7 more

Computers in Biology and Medicine 464 citations Published 2011-01-01
Image Denoising Using Noisy Chaotic Neural Networks (2011)

Leipo Yan Lipo Wang

artificial neural network image processing artificial intelligence mathematics chaotic neural network +2 more

18 citations Published 2011-01-01
Frame Fusion for Video Copy Detection (2011)

Shikui Wei Yao Zhao Ce Zhu Changsheng Xu Zhenfeng Zhu

video copy detection video tracking copy protection video editing sensor fusion +7 more

IEEE Transactions on Circuits and Systems for Video Technology 83 citations Published 2011-01-01
Enhancing Bag-of-Words Models with Semantics-Preserving Metric Learning (2011)

Lei Wu Steven C H Hoi

semantic gap automatic image annotation semantics bag of words model cognitive neuroscience of visual object recognition +6 more

IEEE MultiMedia 17 citations Published 2011-01-01
Effective multimedia surveillance using a human-centric approach (2011)

Pradeep K. Atrey Abdulmotaleb El Saddik Mohan S. Kankanhalli

smart camera relevance feedback computer vision operator scheduling +7 more

Multimedia Tools and Applications 24 citations Published 2011-01-01
Detection of Atrial fibrillation from non-episodic ECG data: A review of methods (2011)

Sujit Kumar Sahoo Wenmiao Lu Sintiani Dewi Teddy Desok Kim Mengling Feng

remote patient monitoring cardiac arrhythmia frequency domain atrial fibrillation time domain +8 more

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 25 citations Published 2011-01-01
Demisting the Hough Transform for 3D Shape Recognition and Registration. (2011)

Oliver J. Woodford Minh-Tri Pham Atsuto Maki Frank Perbet Björn Stenger

hough transform computer vision computer science artificial intelligence

British Machine Vision Conference 2011 80 citations Published 2011-01-01
Building descriptive and discriminative visual codebook for large-scale image applications (2011)

Qi Tian Shiliang Zhang Wengang Zhou Rongrong Ji Bingbing Ni Nicu Sebe

visual word human visual system model bag of words model in computer vision vocabulary automatic summarization +6 more

Multimedia Tools and Applications 25 citations Published 2011-01-01
Binocular Just-Noticeable-Difference Model for Stereoscopic Images (2011)

Yin Zhao Zhenzhong Chen Ce Zhu Yap-Peng Tan Lu Yu

stereoblindness binocular disparity binocular vision stereopsis stereoscopy +6 more

IEEE Signal Processing Letters 122 citations Published 2011-01-01
Automatic optic disc segmentation with peripapillary atrophy elimination (2011)

Jun Cheng Jiang Liu Damon Wing Kee Wong Fengshou Yin Carol Cheung Mani Baskaran Tin Aung Tien Yin Wong

cup to disc ratio image segmentation segmentation glaucoma hough transform +6 more

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 102 citations Published 2011-01-01
Automatic Optic Disc Detection From Retinal Images by a Line Operator (2011)

Shijian Lu Joo Hwee Lim

line segment image processing image segmentation pixel brightness +6 more

IEEE Transactions on Biomedical Engineering 138 citations Published 2011-01-01
An automatic form error evaluation method for characterizing micro-structured surfaces (2011)

D P Yu X Zhong Y S Wong G S Hong W F Lu H L Cheng

iterative closest point metrology diamond turning computer vision computer data storage +7 more

Measurement Science and Technology 18 citations Published 2011-01-01
Accelerating simultaneous algebraic reconstruction technique with motion compensation using CUDA-enabled GPU (2011)

Wai Man Pang Jing Qin Yuqiang Lu Yongming Xie Chee Kong Chui Pheng Ann Heng

simultaneous algebraic reconstruction technique iterative reconstruction motion compensation cuda computer graphics images +4 more

computer assisted radiology and surgery 22 citations Published 2011-01-01
A Computer Assisted Method for Nuclear Cataract Grading From Slit-Lamp Images Using Ranking (2011)

Wei Huang Kap Luk Chan Huiqi Li Joo Hwee Lim Jiang Liu Tien Yin Wong

ranking population computer aided diagnosis grading feature extraction +7 more

IEEE Transactions on Medical Imaging 25 citations Published 2011-01-01
3-D medical image compression using 3-D wavelet coders (2011)

N. Sriraam R. Shyamsunder

discrete wavelet transform wavelet packet decomposition wavelet transform wavelet stationary wavelet transform +7 more

Digital Signal Processing 57 citations Published 2011-01-01
QSPR predictions of heat of fusion of organic compounds using Bayesian regularized artificial neural networks (2010)

Mohammad Goodarzi Tao Chen Matheus P. Freitas

artificial neural network quantitative structure activity relationship linear regression bayesian probability biological system +7 more

Chemometrics and Intelligent Laboratory Systems 24 citations Published 2010-12-15
Method and system for single view image 3 d face synthesis (2010)

Hong Thai Nguyen Ee Ping Ong Arthur Nisswa Zhiyong Huang Susanto Rahardja

radial basis function computer vision pattern recognition mathematics 3d model +4 more

22 citations Published 2010-12-14
Discovering Correlated Subspace Clusters in 3D Continuous-Valued Data (2010)

Kelvin Sim Zeyar Aung Vivekanand Gopalkrishnan

cluster analysis subspace topology linear subspace kernel information theory +7 more

2010 IEEE International Conference on Data Mining 29 citations Published 2010-12-13
Kalman estimator- and general linear model-based on-line brain activation mapping by near-infrared spectroscopy (2010)

Xiao-Su Hu Keum-Shik Hong Shuzhi S Ge Shuzhi S Ge Myung-Yung Jeong

near infrared spectroscopy neuroimaging general linear model spectroscopy linear model +7 more

Biomedical Engineering Online 137 citations Published 2010-12-08
Evolvable simulations applied to automated red teaming: a preliminary study (2010)

James Decraene Mahinthan Chandramohan Malcolm Yoke Hean Low Chwee Seng Choo

multi agent system evolutionary computation computer aided software engineering modular design heuristic +5 more

Proceedings of the 2010 Winter Simulation Conference 11 citations Published 2010-12-05

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Integrating spatial fuzzy clustering with level set methods for automated medical image segmentation (2011)

Image Denoising Using Noisy Chaotic Neural Networks (2011)

Frame Fusion for Video Copy Detection (2011)

Enhancing Bag-of-Words Models with Semantics-Preserving Metric Learning (2011)

Effective multimedia surveillance using a human-centric approach (2011)

Detection of Atrial fibrillation from non-episodic ECG data: A review of methods (2011)

Demisting the Hough Transform for 3D Shape Recognition and Registration. (2011)

Building descriptive and discriminative visual codebook for large-scale image applications (2011)

Binocular Just-Noticeable-Difference Model for Stereoscopic Images (2011)

Automatic optic disc segmentation with peripapillary atrophy elimination (2011)

Automatic Optic Disc Detection From Retinal Images by a Line Operator (2011)

An automatic form error evaluation method for characterizing micro-structured surfaces (2011)

Accelerating simultaneous algebraic reconstruction technique with motion compensation using CUDA-enabled GPU (2011)

A Computer Assisted Method for Nuclear Cataract Grading From Slit-Lamp Images Using Ranking (2011)

3-D medical image compression using 3-D wavelet coders (2011)

QSPR predictions of heat of fusion of organic compounds using Bayesian regularized artificial neural networks (2010)

Method and system for single view image 3 d face synthesis (2010)

Discovering Correlated Subspace Clusters in 3D Continuous-Valued Data (2010)

Kalman estimator- and general linear model-based on-line brain activation mapping by near-infrared spectroscopy (2010)

Evolvable simulations applied to automated red teaming: a preliminary study (2010)