Publications - Machine Learning SG

Super resolution using edge prior and single image detail synthesis (2010)

Yu-Wing Tai Shuaicheng Liu Michael S. Brown Stephen Lin

image resolution hallucinating edge detection iterative reconstruction computer vision +7 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 314 citations Published 2010-06-13
Spatialized epitome and its applications (2010)

Xinqi Chu Shuicheng Yan Liyuan Li Kap Luk Chan Thomas S. Huang

epitome object detection facial recognition system graphical model spatial analysis +7 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 12 citations Published 2010-06-13
Sparse representation using nonnegative curds and whey (2010)

Yanan Liu Fei Wu Zhihua Zhang Yueting Zhuang Shuicheng Yan

sparse approximation non negative matrix factorization sparse matrix caltech 101 matrix decomposition +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 71 citations Published 2010-06-13
Semantic context modeling with maximal margin Conditional Random Fields for automatic image annotation (2010)

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

semantic computing context model contextual image classification automatic image annotation conditional random field +7 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 52 citations Published 2010-06-13
Self-calibrating photometric stereo (2010)

Boxin Shi Yasuyuki Matsushita Yichen Wei Chao Xu Ping Tan

photometric stereo radiometry image resolution pixel calibration +5 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 116 citations Published 2010-06-13
Robust video denoising using low rank matrix completion (2010)

Hui Ji Chaoqiang Liu Zuowei Shen Yuhong Xu

video denoising gaussian noise non local means noise measurement value noise +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 504 citations Published 2010-06-13
Robust flash deblurring (2010)

Shaojie Zhuo Dong Guo Terence Sim

deblurring image restoration motion blur real image image sensor +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 95 citations Published 2010-06-13
Ordinary preserving manifold analysis for human age estimation (2010)

Jiwen Lu Yap-Peng Tan

face detection facial recognition system gait analysis discriminative model gait +7 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops 15 citations Published 2010-06-13
Nonparametric Label-to-Region by search (2010)

Xiaobai Liu Shuicheng Yan Jiebo Luo Jinhui Tang Zhongyang Huango Hai Jin

feature detection image retrieval feature extraction contextual image classification cluster analysis +7 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 18 citations Published 2010-06-13
Local features are not lonely – Laplacian sparse coding for image classification (2010)

Shenghua Gao Ivor Wai-Hung Tsang Liang-Tien Chia Peilin Zhao

sparse approximation laplacian matrix quantization neural coding codebook +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 526 citations Published 2010-06-13
Learning shift-invariant sparse representation of actions (2010)

Yi Li Cornelia Fermuller Yiannis Aloimonos Hui Ji

sparse approximation basis function unsupervised learning matching pursuit motion capture +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 61 citations Published 2010-06-13
Hybrid shift map for video retargeting (2010)

Yiqun Hu Deepu Rajan

motion compensation retargeting motion estimation video tracking block matching algorithm +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 18 citations Published 2010-06-13
Fast polygonal integration and its application in extending haar-like features to improve object detection (2010)

Minh-Tri Pham Yang Gao Viet-Dung D. Hoang Tat-Jen Cham

object detection viola jones object detection framework object class detection feature detection haar like features +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 79 citations Published 2010-06-13
Estimating camera pose from a single urban ground-view omnidirectional image and a 2D building outline map (2010)

Tat-Jen Cham Arridhana Ciptadi Wei-Chian Tan Minh-Tri Pham Liang-Tien Chia

3d pose estimation camera auto calibration pose geometric hashing vanishing point +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 93 citations Published 2010-06-13
Cost-sensitive subspace learning for face recognition (2010)

Jiwen Lu Yap-Peng Tan

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

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 71 citations Published 2010-06-13
Correcting over-exposure in photographs (2010)

Dong Guo Yuan Cheng Shaojie Zhuo Terence Sim

lightness channel pixel image processing computer vision +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 79 citations Published 2010-06-13
Common visual pattern discovery via spatially coherent correspondences (2010)

Hairong Liu Shuicheng Yan

strongly connected component graph theory maxima and minima replicator equation robustness +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 174 citations Published 2010-06-13
Boosting dense SIFT descriptors and shape contexts of face images for gender recognition (2010)

Jian-Gang Wang Jun Li Wei-Yun Yau Eric Sung

three dimensional face recognition face detection facial recognition system feature extraction boosting +7 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops 108 citations Published 2010-06-13
A new texture descriptor using multifractal analysis in multi-orientation wavelet pyramid (2010)

Yong Xu Xiong Yang Haibin Ling Hui Ji

texture descriptor texture filtering local binary patterns image texture texture compression +7 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 152 citations Published 2010-06-13
A framework for ultra high resolution 3D imaging (2010)

Zheng Lu Yu-Wing Tai Moshe Ben-Ezra Michael S. Brown

photometric stereo iterative reconstruction surface reconstruction image resolution coherence +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 24 citations Published 2010-06-13

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Super resolution using edge prior and single image detail synthesis (2010)

Spatialized epitome and its applications (2010)

Sparse representation using nonnegative curds and whey (2010)

Semantic context modeling with maximal margin Conditional Random Fields for automatic image annotation (2010)

Self-calibrating photometric stereo (2010)

Robust video denoising using low rank matrix completion (2010)

Robust flash deblurring (2010)

Ordinary preserving manifold analysis for human age estimation (2010)

Nonparametric Label-to-Region by search (2010)

Local features are not lonely – Laplacian sparse coding for image classification (2010)

Learning shift-invariant sparse representation of actions (2010)

Hybrid shift map for video retargeting (2010)

Fast polygonal integration and its application in extending haar-like features to improve object detection (2010)

Estimating camera pose from a single urban ground-view omnidirectional image and a 2D building outline map (2010)

Cost-sensitive subspace learning for face recognition (2010)

Correcting over-exposure in photographs (2010)

Common visual pattern discovery via spatially coherent correspondences (2010)

Boosting dense SIFT descriptors and shape contexts of face images for gender recognition (2010)

A new texture descriptor using multifractal analysis in multi-orientation wavelet pyramid (2010)

A framework for ultra high resolution 3D imaging (2010)