Publications - Machine Learning SG

Computer vision based fire detection in color images (2008)

T. Celik Kai-Kuang Ma

rgb color model color image color space color depth color histogram +6 more

2008 IEEE Conference on Soft Computing in Industrial Applications 16 citations Published 2008-06-25
Visual Synset: Towards a higher-level visual representation (2008)

Yan-Tao Zheng Ming Zhao Shi-Yong Neo Tat-Seng Chua Qi Tian

cognitive neuroscience of visual object recognition bag of words model visualization phrase contextual image classification +7 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 98 citations Published 2008-06-23
Unsupervised learning of human perspective context using ME-DT for efficient human detection in surveillance (2008)

Liyuan Li M.K.H. Leung

context model unsupervised learning object detection data modeling segmentation +7 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 13 citations Published 2008-06-23
Trajectory analysis and semantic region modeling using a nonparametric Bayesian model (2008)

Xiaogang Wang Keng Teck Ma Gee-Wah Ng W.E.L. Grimson

language model cluster analysis dirichlet distribution object detection bayesian probability +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 277 citations Published 2008-06-23
Semi-supervised SVM batch mode active learning for image retrieval (2008)

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

semi supervised learning active learning relevance feedback active learning support vector machine +7 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 210 citations Published 2008-06-23
Semi-supervised distance metric learning for Collaborative Image Retrieval (2008)

S.C.H. Hoi Wei Liu Shih-Fu Chang

metric relevance feedback euclidean distance content based image retrieval image retrieval +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 186 citations Published 2008-06-23
Regression from patch-kernel (2008)

Shuicheng Yan Xi Zhou Ming Liu M. Hasegawa-Johnson T.S. Huang

kernel regression pose maximum a posteriori estimation mixture model regression analysis +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 195 citations Published 2008-06-23
Pair-activity classification by bi-trajectories analysis (2008)

Yue Zhou Shuicheng Yan T.S. Huang

normalization statistical classification feature extraction contextual image classification weighting +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 53 citations Published 2008-06-23
Non-negative graph embedding (2008)

Jianchao Yang Shuicheng Yang Yun Fu Xuelong Li T. Huang

modular decomposition graph embedding matrix decomposition graph theory non negative matrix factorization +7 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 205 citations Published 2008-06-23
Near duplicate image identification with patially Aligned Pyramid Matching (2008)

Dong Xu Tat-Jen Cham Shuicheng Yan Shih-Fu Chang

image retrieval pyramid earth mover s distance feature extraction scale invariant feature transform +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 55 citations Published 2008-06-23
Motion blur identification from image gradients (2008)

Hui Ji Chaoqiang Liu

motion estimation image restoration kernel motion blur motion field +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 133 citations Published 2008-06-23
Misalignment-robust face recognition (2008)

Huan Wang Shuicheng Yan T. Huang Jianzhuang Liu Xiaoou Tang

subspace topology facial recognition system face detection linear discriminant analysis pixel +7 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 11 citations Published 2008-06-23
Intrinsic image decomposition with non-local texture cues (2008)

Li Shen Ping Tan S. Lin

image texture image processing pixel shading computer vision +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 149 citations Published 2008-06-23
Image/video deblurring using a hybrid camera (2008)

Yu-Wing Tai Hao Du M.S. Brown S. Lin

camera auto calibration motion blur motion interpolation camera resectioning deblurring +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 181 citations Published 2008-06-23
Enhancing photographs with Near Infra-Red images (2008)

Xiaopeng Zhang T. Sim Xiaoping Miao

computational photography image texture pixel wavelet transform brightness +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 115 citations Published 2008-06-23
Discriminative local binary patterns for human detection in personal album (2008)

Yadong Mu Shuicheng Yan Yi Liu T. Huang Bingfeng Zhou

local binary patterns object detection face detection discriminative model facial recognition system +7 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 395 citations Published 2008-06-23
Detection with multi-exit asymmetric boosting (2008)

Minh-Tri Pham V-D.D. Hoang Tat-Jen Cham

boosting random subspace method classifier statistical classification upper and lower bounds +6 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 58 citations Published 2008-06-23
A framework for reducing ink-bleed in old documents (2008)

Yi Huangy M.S. Brown Dong Xu

markov random field markov process pixel pattern recognition computer vision +7 more

2008 IEEE Conference on Computer Vision and Pattern Recognition 25 citations Published 2008-06-23
Risk-sensitive loss functions for sparse multi-category classification problems (2008)

S. Suresh N. Sundararajan P. Saratchandran

hinge loss linear classifier artificial neural network approximation error classifier +7 more

Information Sciences 128 citations Published 2008-06-20
A control chart for monitoring process mean based on attribute inspection (2008)

Zhang Wu Jianxin Jiao

chart ewma chart x bar chart control limits u chart +7 more

International Journal of Production Research 64 citations Published 2008-06-12

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Computer vision based fire detection in color images (2008)

Visual Synset: Towards a higher-level visual representation (2008)

Unsupervised learning of human perspective context using ME-DT for efficient human detection in surveillance (2008)

Trajectory analysis and semantic region modeling using a nonparametric Bayesian model (2008)

Semi-supervised SVM batch mode active learning for image retrieval (2008)

Semi-supervised distance metric learning for Collaborative Image Retrieval (2008)

Regression from patch-kernel (2008)

Pair-activity classification by bi-trajectories analysis (2008)

Non-negative graph embedding (2008)

Near duplicate image identification with patially Aligned Pyramid Matching (2008)

Motion blur identification from image gradients (2008)

Misalignment-robust face recognition (2008)

Intrinsic image decomposition with non-local texture cues (2008)

Image/video deblurring using a hybrid camera (2008)

Enhancing photographs with Near Infra-Red images (2008)

Discriminative local binary patterns for human detection in personal album (2008)

Detection with multi-exit asymmetric boosting (2008)

A framework for reducing ink-bleed in old documents (2008)

Risk-sensitive loss functions for sparse multi-category classification problems (2008)

A control chart for monitoring process mean based on attribute inspection (2008)