Publications - Machine Learning SG

3D fingertip and palm tracking in depth image sequences (2012)

Hui Liang Junsong Yuan Daniel Thalmann

distance transform kalman filter particle filter computer vision geodesic +3 more

Proceedings of the 20th ACM international conference on Multimedia 89 citations Published 2012-10-29
NOVEL CLASSIFICATION OF CORONARY ARTERY DISEASE USING HEART RATE VARIABILITY ANALYSIS (2012)

Sumeet Dua Xian Du S. Vinitha Sree V I Thajudin Ahamed

sample entropy heart rate variability principal component analysis detrended fluctuation analysis entropy +6 more

Journal of Mechanics in Medicine and Biology 28 citations Published 2012-10-23
Mixture of Factor Analyzers Using Priors From Non-Parallel Speech for Voice Conversion (2012)

Zhizheng Wu T. Kinnunen Eng Siong Chng Haizhou Li

speech processing speech recognition covariance matrix pattern recognition prior probability +4 more

IEEE Signal Processing Letters 23 citations Published 2012-10-18
Apparatus and method for 3d surface measurement (2012)

Lei Huang Chi Seng Ng Hoe Jyh Koh Anand Krishna Asundi

projector image stitching surface reconstruction computer vision computer graphics images +6 more

17 citations Published 2012-10-17
Data-driven functional clustering reveals dominance of face, place, and body selectivity in the ventral visual pathway. (2012)

Edward Vul Danial Lashkari Po-Jang Hsieh Polina Golland Nancy Kanwisher

cognitive neuroscience of visual object recognition visual system voxel cluster analysis pattern recognition +6 more

Journal of Neurophysiology 19 citations Published 2012-10-15
A CMOS Image Sensor Based on Unified Pixel Architecture With Time-Division Multiplexing Scheme for Color and Depth Image Acquisition (2012)

Seong-Jin Kim J. D. K. Kim Byongmin Kang Keechang Lee

color image color depth pixel aspect ratio color co site sampling 8 bit color +6 more

IEEE Journal of Solid-state Circuits 62 citations Published 2012-10-09
Segmentation over detection by coupled global and local sparse representations (2012)

Wei Xia Zheng Song Jiashi Feng Loong-Fah Cheong Shuicheng Yan

minimum bounding box sparse approximation object detection standard test image optimization problem +6 more

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V 16 citations Published 2012-10-07
Robust and practical face recognition via structured sparsity (2012)

Kui Jia Tsung-Han Chan Yi Ma

sparse approximation facial recognition system robustness pattern recognition computer vision +6 more

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV 127 citations Published 2012-10-07
Robust and efficient subspace segmentation via least squares regression (2012)

Can-Yi Lu Hai Min Zhong-Qiu Zhao Lin Zhu De-Shuang Huang Shuicheng Yan

linear subspace block matrix least squares sparse approximation segmentation +6 more

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII 485 citations Published 2012-10-07
Randomized spatial partition for scene recognition (2012)

Yuning Jiang Junsong Yuan Gang Yu

boosting classifier discriminative model weighting pattern recognition +7 more

Proceedings, Part II, of the 12th European Conference on Computer Vision --- ECCV 2012 - Volume 7573 87 citations Published 2012-10-07
Propagative hough voting for human activity recognition (2012)

Gang Yu Junsong Yuan Zicheng Liu

feature vector voting random projection activity recognition test data +7 more

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III 68 citations Published 2012-10-07
Order-Preserving sparse coding for sequence classification (2012)

Bingbing Ni Pierre Moulin Shuicheng Yan

neural coding feature vector discriminative model dynamic time warping heuristic +6 more

Proceedings, Part II, of the 12th European Conference on Computer Vision --- ECCV 2012 - Volume 7573 31 citations Published 2012-10-07
Low-rank sparse learning for robust visual tracking (2012)

Tianzhu Zhang Bernard Ghanem Si Liu Narendra Ahuja

k svd sparse approximation video tracking time complexity linear combination +7 more

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI 267 citations Published 2012-10-07
Learning class-to-image distance via large margin and l1-norm regularization (2012)

Zhengxiang Wang Shenghua Gao Liang-Tien Chia

distance transform earth mover s distance edit distance gilbert johnson keerthi distance algorithm standard test image +6 more

Proceedings, Part II, of the 12th European Conference on Computer Vision --- ECCV 2012 - Volume 7573 11 citations Published 2012-10-07
In defence of RANSAC for outlier rejection in deformable registration (2012)

Quoc-Huy Tran Tat-Jun Chin Gustavo Carneiro Michael S. Brown David Suter

ransac outlier thin plate spline curvature hyperplane +5 more

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV 56 citations Published 2012-10-07
Estimation of intrinsic image sequences from image+depth video (2012)

Kyong Joon Lee Qi Zhao Xin Tong Minmin Gong Shahram Izadi Sang Uk Lee Ping Tan Stephen Lin

object model linear system computer vision shading intrinsic value +5 more

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI 82 citations Published 2012-10-07
Depth Matters: Influence of Depth Cues on Visual Saliency (2012)

Congyan Lang Tam V. Nguyen Harish Katti Karthik Yadati Mohan Kankanhalli Shuicheng Yan

human visual system model depth perception eye tracking salience computer vision +6 more

Proceedings, Part II, of the 12th European Conference on Computer Vision --- ECCV 2012 - Volume 7573 240 citations Published 2012-10-07
Block-Sparse RPCA for consistent foreground detection (2012)

Zhi Gao Loong-Fah Cheong Mo Shan

background subtraction foreground detection robust principal component analysis outlier image quality +6 more

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V 29 citations Published 2012-10-07
Beyond spatial pyramids: a new feature extraction framework with dense spatial sampling for image classification (2012)

Shengye Yan Xinxing Xu Dong Xu Stephen Lin Xuelong Li

feature extraction feature feature detection pyramid multiple kernel learning +7 more

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV 60 citations Published 2012-10-07
Atomic action features: a new feature for action recognition (2012)

Qiang Zhou Gang Wang

activity recognition discriminative model pattern recognition cuboid computer science +4 more

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I 12 citations Published 2012-10-07

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3D fingertip and palm tracking in depth image sequences (2012)

NOVEL CLASSIFICATION OF CORONARY ARTERY DISEASE USING HEART RATE VARIABILITY ANALYSIS (2012)

Mixture of Factor Analyzers Using Priors From Non-Parallel Speech for Voice Conversion (2012)

Apparatus and method for 3d surface measurement (2012)

Data-driven functional clustering reveals dominance of face, place, and body selectivity in the ventral visual pathway. (2012)

A CMOS Image Sensor Based on Unified Pixel Architecture With Time-Division Multiplexing Scheme for Color and Depth Image Acquisition (2012)

Segmentation over detection by coupled global and local sparse representations (2012)

Robust and practical face recognition via structured sparsity (2012)

Robust and efficient subspace segmentation via least squares regression (2012)

Randomized spatial partition for scene recognition (2012)

Propagative hough voting for human activity recognition (2012)

Order-Preserving sparse coding for sequence classification (2012)

Low-rank sparse learning for robust visual tracking (2012)

Learning class-to-image distance via large margin and l1-norm regularization (2012)

In defence of RANSAC for outlier rejection in deformable registration (2012)

Estimation of intrinsic image sequences from image+depth video (2012)

Depth Matters: Influence of Depth Cues on Visual Saliency (2012)

Block-Sparse RPCA for consistent foreground detection (2012)

Beyond spatial pyramids: a new feature extraction framework with dense spatial sampling for image classification (2012)

Atomic action features: a new feature for action recognition (2012)