Publications - Machine Learning SG

Classification-Assisted Memetic Algorithms for Equality-Constrained Optimization Problems (2009)

Stephanus Daniel Handoko Chee Keong Kwoh Yew Soon Ong

optimization problem memetic algorithm fitness function sequential quadratic programming constraint +6 more

AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence 11 citations Published 2009-11-17
Biologically Inspired Tensor Features (2009)

Yang Mu Dacheng Tao Xuelong Li Fionn Murtagh

facial recognition system cognitive neuroscience of visual object recognition discriminative model nonlinear dimensionality reduction tensor +7 more

Cognitive Computation 18 citations Published 2009-11-17
Micromanipulation accuracy in pointing and tracing investigated with a contact-free measurement system (2009)

Eileen Lee Ming Su Tun Latt Win Wei Tech Ang Thiam Chye Lim Chee Leong Teo Etienne Burdet

magnification tracing system of measurement accelerometer computer vision +7 more

2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 21 citations Published 2009-11-13
Intelligent fusion of cup-to-disc ratio determination methods for glaucoma detection in ARGALI (2009)

D.W.K. Wong J. Liu J. H. Lim N.M. Tan Z. Zhang S. Lu H. Li M.H. Teo K.L. Chan T.Y. Wong

cup to disc ratio optic cup glaucoma image fusion support vector machine +6 more

2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 61 citations Published 2009-11-13
Convex hull based neuro-retinal optic cup ellipse optimization in glaucoma diagnosis (2009)

Zhuo Zhang Jiang Liu Neetu Sara Cherian Ying Sun Joo Hwee Lim Wing Kee Wong Ngan Meng Tan Shijian Lu Huiqi Li Tien Ying Wong

optic cup glaucoma convex hull ellipse image segmentation +6 more

2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 51 citations Published 2009-11-13
Analysis and comparison of sleeping posture classification methods using pressure sensitive bed system (2009)

C.C. Hsia K.J. Liou A.P.W. Aung V. Foo W. Huang J. Biswas

physical medicine and rehabilitation pattern recognition medicine artificial intelligence classification methods +5 more

2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 90 citations Published 2009-11-13
A cognitive virtual microscopic framework for knowlege-based exploration of large microscopic images in breast cancer histopathology (2009)

Ludovic Roux Adina Tutac Nicolas Lomenie Didier Balensi Daniel Racoceanu Antoine Veillard Wee-Kheng Leow Jacques Klossa Thomas C. Putti

virtual microscope mammography breast cancer knowledge based systems medical imaging +7 more

2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 11 citations Published 2009-11-13
Stereoscopic video error concealment for missing frame recovery using disparity-based frame difference projection (2009)

Yibin Chen Canhui Cai Kai-Kuang Ma

residual frame inter frame reference frame change detection codec +6 more

2009 16th IEEE International Conference on Image Processing (ICIP) 15 citations Published 2009-11-07
Single image defocus map estimation using local contrast prior (2009)

Yu-Wing Tai Michael S. Brown

deblurring image restoration image gradient feature detection image texture +6 more

2009 16th IEEE International Conference on Image Processing (ICIP) 73 citations Published 2009-11-07
Saliency-enhanced image aesthetics class prediction (2009)

Lai-Kuan Wong Kok-Lim Low

contextual image classification salient salience feature extraction feature +7 more

2009 16th IEEE International Conference on Image Processing (ICIP) 149 citations Published 2009-11-07
Perceptually-friendly H.264/AVC video coding (2009)

Zhenzhong Chen Christine Guillemot

rate distortion optimization coding redundancy encoding pixel +6 more

2009 16th IEEE International Conference on Image Processing (ICIP) 12 citations Published 2009-11-07
On the method of multicopy video enhancement in transform domain (2009)

Viet Anh Nguyen Yap-Peng Tan Zhenzhong Chen

video compression picture types video denoising multiview video coding video tracking rate distortion optimization +6 more

2009 16th IEEE International Conference on Image Processing (ICIP) 11 citations Published 2009-11-07
Learning instance-to-class distance for human action recognition (2009)

Zhengxiang Wang Yiqun Hu Liang-Tien Chia

k nearest neighbors algorithm feature vector gesture recognition standard test image metric +6 more

2009 16th IEEE International Conference on Image Processing (ICIP) 11 citations Published 2009-11-07
Gradient angle histograms for efficient linear hough transform (2009)

R. K. Satzoda S. Suchitra T. Srikanthan

hough transform edge detection line pixel histogram +6 more

2009 16th IEEE International Conference on Image Processing (ICIP) 13 citations Published 2009-11-07
Fast eye localization based on pixel differences (2009)

Jianfeng Ren Xudong Jiang

pixel facial recognition system computer vision binary number pattern recognition +6 more

2009 16th IEEE International Conference on Image Processing (ICIP) 12 citations Published 2009-11-07
Face recognition using sift features (2009)

Cong Geng Xudong Jiang

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

2009 16th IEEE International Conference on Image Processing (ICIP) 228 citations Published 2009-11-07
Trust relationship prediction using online product review data (2009)

Nan Ma Ee-Peng Lim Viet-An Nguyen Aixin Sun Haifeng Liu

web of trust classifier machine learning data mining computer science +6 more

Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management 60 citations Published 2009-11-06
Sentiment analysis of movie reviews on discussion boards using a linguistic approach (2009)

Tun Thura Thet Jin-Cheon Na Christopher S.G. Khoo Subbaraj Shakthikumar

sentiment analysis sentence negation natural language processing linguistics +6 more

Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion 79 citations Published 2009-11-06
Exploiting internal and external semantics for the clustering of short texts using world knowledge (2009)

Xia Hu Nan Sun Chao Zhang Tat-Seng Chua

wordnet cluster analysis semantics natural language feature vector +6 more

Proceedings of the 18th ACM conference on Information and knowledge management 325 citations Published 2009-11-02
Short Communication: Efficient quadtree based block-shift filtering for deblocking and deringing (2009)

Guangtao Zhai Weisi Lin Jianfei Cai Xiaokang Yang Wenjun Zhang

deblocking filter block size quadtree smoothing filter +7 more

Journal of Visual Communication and Image Representation 26 citations Published 2009-11-01

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Classification-Assisted Memetic Algorithms for Equality-Constrained Optimization Problems (2009)

Biologically Inspired Tensor Features (2009)

Micromanipulation accuracy in pointing and tracing investigated with a contact-free measurement system (2009)

Intelligent fusion of cup-to-disc ratio determination methods for glaucoma detection in ARGALI (2009)

Convex hull based neuro-retinal optic cup ellipse optimization in glaucoma diagnosis (2009)

Analysis and comparison of sleeping posture classification methods using pressure sensitive bed system (2009)

A cognitive virtual microscopic framework for knowlege-based exploration of large microscopic images in breast cancer histopathology (2009)

Stereoscopic video error concealment for missing frame recovery using disparity-based frame difference projection (2009)

Single image defocus map estimation using local contrast prior (2009)

Saliency-enhanced image aesthetics class prediction (2009)

Perceptually-friendly H.264/AVC video coding (2009)

On the method of multicopy video enhancement in transform domain (2009)

Learning instance-to-class distance for human action recognition (2009)

Gradient angle histograms for efficient linear hough transform (2009)

Fast eye localization based on pixel differences (2009)

Face recognition using sift features (2009)

Trust relationship prediction using online product review data (2009)

Sentiment analysis of movie reviews on discussion boards using a linguistic approach (2009)

Exploiting internal and external semantics for the clustering of short texts using world knowledge (2009)

Short Communication: Efficient quadtree based block-shift filtering for deblocking and deringing (2009)