Publications - Machine Learning SG

Classification of software behaviors for failure detection: a discriminative pattern mining approach (2009)

David Lo Hong Cheng Jiawei Han Siau-Cheng Khoo Chengnian Sun

software regression software system software quality software discriminative model +7 more

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining 232 citations Published 2009-06-28
Voxel Selection in fMRI Data Analysis Based on Sparse Representation (2009)

Yuanqing Li P. Namburi Zhuliang Yu Cuntai Guan Jianfeng Feng Zhenghui Gu

sparse approximation voxel algorithm design statistical parametric mapping weight +6 more

IEEE Transactions on Biomedical Engineering 100 citations Published 2009-06-26
Recognizing human group activities with localized causalities (2009)

Bingbing Ni Shuicheng Yan Ashraf Kassim

encode pattern recognition cognitive neuroscience of visual object recognition artificial intelligence computer vision +7 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 132 citations Published 2009-06-20
Random walks on graphs to model saliency in images (2009)

Viswanath Gopalakrishnan Yiqun Hu Deepu Rajan

salient random walk markov chain graph theory object detection +6 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 99 citations Published 2009-06-20
Photometric stereo and weather estimation using internet images (2009)

Li Shen Ping Tan

global illumination photometric stereo image retrieval weather forecasting the internet +6 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 61 citations Published 2009-06-20
Nonrigid shape recovery by Gaussian process regression (2009)

Jianke Zhu Steven C H Hoi Michael R Lyu

gaussian process mesh generation kriging regularization outlier +6 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 25 citations Published 2009-06-20
Multi-label sparse coding for automatic image annotation (2009)

Changhu Wang Shuicheng Yan Lei Zhang Hong-Jiang Zhang

sparse approximation automatic image annotation image retrieval feature extraction image segmentation +7 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 251 citations Published 2009-06-20
High-quality curvelet-based motion deblurring from an image pair (2009)

Jian-Feng Cai Hui Ji Chaoqiang Liu Zuowei Shen

image restoration deblurring feature detection curvelet image formation +7 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 52 citations Published 2009-06-20
Hierarchical spatio-temporal context modeling for action recognition (2009)

Ju Sun Xiao Wu Shuicheng Yan Loong-Fah Cheong Tat-Seng Chua Jintao Li

context model multiple kernel learning markov process support vector machine kernel +7 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 535 citations Published 2009-06-20
Domain Transfer SVM for video concept detection (2009)

Lixin Duan Ivor W Tsang Dong Xu Stephen J Maybank

semi supervised learning multiple kernel learning support vector machine kernel trecvid +7 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 309 citations Published 2009-06-20
Digital face makeup by example (2009)

Dong Guo Terence Sim

image texture image segmentation digital photography computer vision software prototyping +5 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 175 citations Published 2009-06-20
Contextual decomposition of multi-label images (2009)

Teng Li Tao Mei Shuicheng Yan In-So Kweon Chilwoo Lee

automatic image annotation contextual image classification image segmentation neural coding pixel +7 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 15 citations Published 2009-06-20
Combining powerful local and global statistics for texture description (2009)

Yong Xu Si-Bin Huang Hui Ji Cornelia Fermuller

texture descriptor multifractal system transformation geometry fractal image texture +7 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 35 citations Published 2009-06-20
Blind motion deblurring from a single image using sparse approximation (2009)

Jian-Feng Cai Hui Ji Chaoqiang Liu Zuowei Shen

deblurring image restoration real image digital image curvelet +6 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 325 citations Published 2009-06-20
A revisit of Generative Model for Automatic Image Annotation using Markov Random Fields (2009)

Yu Xiang Xiangdong Zhou Tat-Seng Chua Chong-Wah Ngo

generative model generative design image retrieval automatic image annotation context model +7 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 82 citations Published 2009-06-20
A projective framework for radiometric image analysis (2009)

Ping Tan Todd Zickler

photometric stereo real projective plane normal iterative reconstruction radiometry +6 more

2009 IEEE Conference on Computer Vision and Pattern Recognition 18 citations Published 2009-06-20
QRS Detection Based on Multiscale Mathematical Morphology for Wearable ECG Devices in Body Area Networks (2009)

Fei Zhang Yong Lian

wearable computer qrs complex signal processing filter mathematical morphology +7 more

IEEE Transactions on Biomedical Circuits and Systems 204 citations Published 2009-06-16
Robust argumentative zoning for sensemaking in scholarly documents (2009)

Simone Teufel Min-Yen Kan

optical character recognition argumentative classifier natural language processing digital library +6 more

NLP4DL'09/AT4DL'09 Proceedings of the 2009 international conference on Advanced language technologies for digital libraries 21 citations Published 2009-06-15
Functional Link Artificial Neural Network-based disease gene prediction (2009)

Jiabao Sun Jagdish C. Patra Yongjin Li

multilayer perceptron perceptron artificial neural network support vector machine machine learning +5 more

2009 International Joint Conference on Neural Networks 15 citations Published 2009-06-14
Domain adaptation from multiple sources via auxiliary classifiers (2009)

Lixin Duan Ivor W. Tsang Dong Xu Tat-Seng Chua

support vector machine trecvid classifier pattern recognition machine learning +6 more

Proceedings of the 26th Annual International Conference on Machine Learning 318 citations Published 2009-06-14

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Classification of software behaviors for failure detection: a discriminative pattern mining approach (2009)

Voxel Selection in fMRI Data Analysis Based on Sparse Representation (2009)

Recognizing human group activities with localized causalities (2009)

Random walks on graphs to model saliency in images (2009)

Photometric stereo and weather estimation using internet images (2009)

Nonrigid shape recovery by Gaussian process regression (2009)

Multi-label sparse coding for automatic image annotation (2009)

High-quality curvelet-based motion deblurring from an image pair (2009)

Hierarchical spatio-temporal context modeling for action recognition (2009)

Domain Transfer SVM for video concept detection (2009)

Digital face makeup by example (2009)

Contextual decomposition of multi-label images (2009)

Combining powerful local and global statistics for texture description (2009)

Blind motion deblurring from a single image using sparse approximation (2009)

A revisit of Generative Model for Automatic Image Annotation using Markov Random Fields (2009)

A projective framework for radiometric image analysis (2009)

QRS Detection Based on Multiscale Mathematical Morphology for Wearable ECG Devices in Body Area Networks (2009)

Robust argumentative zoning for sensemaking in scholarly documents (2009)

Functional Link Artificial Neural Network-based disease gene prediction (2009)

Domain adaptation from multiple sources via auxiliary classifiers (2009)