Publications - Machine Learning SG

Image Matting with Local and Nonlocal Smooth Priors (2013)

Xiaowu Chen Dongqing Zou Steven Zhiying Zhou Qinping Zhao Ping Tan

prior probability graph theory manifold laplace operator pattern recognition +6 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 111 citations Published 2013-06-23
Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild (2013)

Zhen Cui Wen Li Dong Xu Shiguang Shan Xilin Chen

facial recognition system metric feature dimension pattern recognition computer vision +6 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 224 citations Published 2013-06-23
FrameBreak: Dramatic Image Extrapolation by Guided Shift-Maps (2013)

Yinda Zhang Jianxiong Xiao James Hays Ping Tan

feature detection pixel extrapolation photography panorama +7 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 40 citations Published 2013-06-23
Event Recognition in Videos by Learning from Heterogeneous Web Sources (2013)

Lin Chen Lixin Duan Dong Xu

multiple kernel learning contextual image classification classifier scale invariant feature transform pattern recognition +7 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 54 citations Published 2013-06-23
Efficient Maximum Appearance Search for Large-Scale Object Detection (2013)

Qiang Chen Zheng Song Rogerio Feris Ankur Datta Liangliang Cao Zhongyang Huang Shuicheng Yan

object detection viola jones object detection framework object class detection feature detection edge detection +7 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 23 citations Published 2013-06-23
Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based Manifolds (2013)

Vittal Premachandran Ramakrishna Kakarala

graph theory nonlinear dimensionality reduction machine learning group method of data handling manifold +6 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 32 citations Published 2013-06-23
Complex Event Detection via Multi-source Video Attributes (2013)

Zhigang Ma Yi Yang Zhongwen Xu Shuicheng Yan Nicu Sebe Alexander G. Hauptmann

object detection pattern recognition multi source computer science detector +2 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 75 citations Published 2013-06-23
Calibrating Photometric Stereo by Holistic Reflectance Symmetry Analysis (2013)

Zhe Wu Ping Tan

photometric stereo real image specular reflection bidirectional reflectance distribution function ambiguity +6 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 27 citations Published 2013-06-23
Automatic Recognition of Offensive Team Formation in American Football Plays (2013)

Indriyati Atmosukarto Bernard Ghanem Shaunak Ahuja Karthik Muthuswamy Narendra Ahuja

football american football offensive human computer interaction multimedia +7 more

2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops 20 citations Published 2013-06-23
As-Projective-As-Possible Image Stitching with Moving DLT (2013)

Julio Zaragoza Tat-Jun Chin Quoc-Huy Tran Michael S. Brown David Suter

image stitching image processing ghosting panorama direct linear transformation +7 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 399 citations Published 2013-06-23
Cooperative Search and Exploration in Robotic Networks (2013)

Jinwen Hu Jun Xu Lihua Xie

exploration problem motion planning search and rescue robot topology control +5 more

Unmanned Systems 90 citations Published 2013-06-20
Minimax Sparse Logistic Regression for Very High-Dimensional Feature Selection (2013)

Mingkui Tan Ivor W. Tsang Li Wang

feature selection minimax discriminative model smoothing probabilistic logic +6 more

IEEE Transactions on Neural Networks 29 citations Published 2013-06-18
Sparse Uncorrelated Linear Discriminant Analysis (2013)

Xiaowei Zhang Delin Chu

linear discriminant analysis bregman method data visualization algorithm machine learning +3 more

Proceedings of The 30th International Conference on Machine Learning 15 citations Published 2013-06-16
Riemannian Similarity Learning (2013)

Li Cheng Li Cheng

similarity learning pairwise comparison cognitive neuroscience of visual object recognition theoretical computer science bilinear form +7 more

Proceedings of The 30th International Conference on Machine Learning 19 citations Published 2013-06-16
Online Feature Selection for Model-based Reinforcement Learning (2013)

Trung Nguyen Zhuoru Li Tomi Silander Tze Yun Leong

robot learning learning classifier system unsupervised learning semi supervised learning feature learning +6 more

Proceedings of The 30th International Conference on Machine Learning 25 citations Published 2013-06-16
Scalable scene understanding using saliency-guided object localization (2013)

Ramesh Bharath Lim Zhi Jian Nicholas Xiang Cheng

viola jones object detection framework segmentation based object categorization cognitive neuroscience of visual object recognition contextual image classification image segmentation +7 more

2013 10th IEEE International Conference on Control and Automation (ICCA) 13 citations Published 2013-06-12
Multistep Prediction of Physiological Tremor for Surgical Robotics Applications (2013)

Kalyana C. Veluvolu Sivanagaraja Tatinati Sun-Mog Hong Wei Tech Ang

group delay and phase delay filter robotics simulation interference +6 more

IEEE Transactions on Biomedical Engineering 31 citations Published 2013-06-12
Mission planning of autonomous UAVs for urban surveillance with evolutionary algorithms (2013)

L. Geng Y. F. Zhang J. J. Wang J. Y. H. Fuh S. H. Teo

motion planning genetic algorithm evolutionary algorithm ant colony terrain +7 more

2013 10th IEEE International Conference on Control and Automation (ICCA) 55 citations Published 2013-06-12
Classification-driven model selection approach of genetic programming in modelling of turning process (2013)

A. Garg L. Rachmawati K. Tai

genetic programming model selection population support vector machine empirical modelling +7 more

The International Journal of Advanced Manufacturing Technology 26 citations Published 2013-06-12
Behind the magical numbers: hierarchical chunking and the human working memory capacity. (2013)

Guoqi Li Ning Ning Kiruthika Ramanathan Wei He Li Pan Luping Shi

chunking working memory artificial neural network artificial intelligence natural language processing +3 more

International Journal of Neural Systems 14 citations Published 2013-06-09

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Image Matting with Local and Nonlocal Smooth Priors (2013)

Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild (2013)

FrameBreak: Dramatic Image Extrapolation by Guided Shift-Maps (2013)

Event Recognition in Videos by Learning from Heterogeneous Web Sources (2013)

Efficient Maximum Appearance Search for Large-Scale Object Detection (2013)

Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based Manifolds (2013)

Complex Event Detection via Multi-source Video Attributes (2013)

Calibrating Photometric Stereo by Holistic Reflectance Symmetry Analysis (2013)

Automatic Recognition of Offensive Team Formation in American Football Plays (2013)

As-Projective-As-Possible Image Stitching with Moving DLT (2013)

Cooperative Search and Exploration in Robotic Networks (2013)

Minimax Sparse Logistic Regression for Very High-Dimensional Feature Selection (2013)

Sparse Uncorrelated Linear Discriminant Analysis (2013)

Riemannian Similarity Learning (2013)

Online Feature Selection for Model-based Reinforcement Learning (2013)

Scalable scene understanding using saliency-guided object localization (2013)

Multistep Prediction of Physiological Tremor for Surgical Robotics Applications (2013)

Mission planning of autonomous UAVs for urban surveillance with evolutionary algorithms (2013)

Classification-driven model selection approach of genetic programming in modelling of turning process (2013)

Behind the magical numbers: hierarchical chunking and the human working memory capacity. (2013)