Publications - Machine Learning SG

Object Instance Search in Videos via Spatio-Temporal Trajectory Discovery (2016)

Jingjing Meng Junsong Yuan Jiong Yang Gang Wang Yap-Peng Tan

video tracking trajectory computer vision bounding overwatch bottleneck +5 more

IEEE Transactions on Multimedia 20 citations Published 2016-01-01
Novel Wideband DOA Estimation Based on Sparse Bayesian Learning With Dirichlet Process Priors (2016)

Lu Wang Lifan Zhao Guoan Bi Chunru Wan Liren Zhang Haijian Zhang

dirichlet process direction of arrival prior probability bayesian inference parametric statistics +6 more

IEEE Transactions on Signal Processing 80 citations Published 2016-01-01
Noisy sparse subspace clustering (2016)

Yu-Xiang Wang Huan Xu

cluster analysis linear subspace data point compressed sensing robustness +6 more

Journal of Machine Learning Research 81 citations Published 2016-01-01
No-Reference Image Blur Assessment Based on Discrete Orthogonal Moments (2016)

Leida Li Weisi Lin Xuesong Wang Gaobo Yang Khosro Bahrami Alex C. Kot

image restoration gaussian blur image moment image texture image processing +7 more

IEEE Transactions on Systems, Man, and Cybernetics 172 citations Published 2016-01-01
Multi-layer Online Sequential Extreme Learning Machine for Image Classification (2016)

Bilal Mirza Stanley Kok Fei Dong

online machine learning extreme learning machine active learning feature learning relevance vector machine +7 more

12 citations Published 2016-01-01
Layer-Wise Relevance Propagation for Deep Neural Network Architectures (2016)

Alexander Binder Sebastian Bach Gregoire Montavon Klaus-Robert Müller Wojciech Samek

standard test image artificial neural network pixel classifier pattern recognition +4 more

International Conference on Information Science and Applications, ICISA 2016 69 citations Published 2016-01-01
Large scale online kernel learning (2016)

Jing Lu Steven C. H. Hoi Jialei Wang Peilin Zhao Zhi-Yong Liu

radial basis function kernel tree kernel polynomial kernel kernel embedding of distributions online machine learning +6 more

Journal of Machine Learning Research 118 citations Published 2016-01-01
Image Classification by Selective Regularized Subspace Learning (2016)

Changzhi Luo Bingbing Ni Shuicheng Yan Meng Wang

random subspace method semi supervised learning feature learning subspace topology feature extraction +7 more

IEEE Transactions on Multimedia 62 citations Published 2016-01-01
Human Body Part Selection by Group Lasso of Motion for Model-Free Gait Recognition (2016)

Imad Rida Xudong Jiang Gian Luca Marcialis

feature extraction biometrics gait discriminative model pattern recognition +6 more

IEEE Signal Processing Letters 66 citations Published 2016-01-01
Fast Algorithms for Linear and Kernel SVM (2016)

Wen Li Dengxin Dai Mingkui Tan Dong Xu Luc Van Gool

sequential minimal optimization ranking svm support vector machine optimization problem coordinate descent +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 20 citations Published 2016-01-01
Event-Based Hough Transform in a Spiking Neural Network for Multiple Line Detection and Tracking Using a Dynamic Vision Sensor. (2016)

Sajjad Seifozzakerini Wei-Yun Yau Bo Zhao Kezhi Mao

hough transform spiking neural network computer vision computer science artificial intelligence +2 more

British Machine Vision Conference 2016 15 citations Published 2016-01-01
Estimate Hand Poses Efficiently from Single Depth Images (2016)

Chi Xu Ashwin Nanjappa Xiaowei Zhang Li Cheng

standard test image pose kinematic chain computer vision kinematics +6 more

International Journal of Computer Vision 27 citations Published 2016-01-01
Dynamic mentoring and self-regulation based particle swarm optimization algorithm for solving complex real-world optimization problems (2016)

Muhammad Rizwan Tanweer Sundaram Suresh N. Sundararajan

multi swarm optimization particle swarm optimization optimization problem convergence artificial intelligence +4 more

Information Sciences 50 citations Published 2016-01-01
Development of a Self-Regulating Evolving Spiking Neural Network for classification problem (2016)

S. Dora K. Subramanian S. Suresh N. Sundararajan

random neural network spiking neural network time delay neural network neural coding classifier +5 more

Neurocomputing 30 citations Published 2016-01-01
Deep Aging Face Verification With Large Gaps (2016)

Luoqi Liu Chao Xiong Hanwang Zhang Zhiheng Niu Meng Wang Shuicheng Yan

facial recognition system overfitting machine learning computer science ranging +6 more

IEEE Transactions on Multimedia 42 citations Published 2016-01-01
Cross-Examination for Angle-Closure Glaucoma Feature Detection (2016)

Swamidoss Issac Niwas Weisi Lin Chee Keong Kwoh C.-C. Jay Kuo Chelvin C. Sng Maria Cecilia Aquino Paul T. K. Chew

plateau iris feature feature selection feature extraction adaboost +7 more

IEEE Journal of Biomedical and Health Informatics 24 citations Published 2016-01-01
Assessment of Foot Trajectory for Human Gait Phase Detection Using Wireless Ultrasonic Sensor Network (2016)

Yongbin Qi Cheong Boon Soh Erry Gunawan Kay-Soon Low Rijil Thomas

gait gait analysis preferred walking speed phase detector ultrasonic sensor +7 more

IEEE Transactions on Neural Systems and Rehabilitation Engineering 31 citations Published 2016-01-01
A Spatial-Temporal Approach for Moving Object Recognition with 2D LIDAR (2016)

Baoxing Qin Zhuang Jie Chong S. H. Soh Tirthankar Bandyopadhyay Marcelo H. Ang Emilio Frazzoli Daniela Rus

3d single object recognition cognitive neuroscience of visual object recognition lidar computer vision computer science +3 more

ISER 13 citations Published 2016-01-01
A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images (2016)

Jaydeep De Li Cheng Xiaowei Zhang Feng Lin Huiqi Li Kok Haur Ong Weimiao Yu Yuanhong Yu Sohail Ahmed

directed graph image segmentation algebraic graph theory tracing tree structure +7 more

IEEE Transactions on Medical Imaging 56 citations Published 2016-01-01
A Field Model for Repairing 3D Shapes (2016)

Duc Thanh Nguyen Binh-Son Hua Minh-Khoi Tran Quang-Hieu Pham Sai-Kit Yeung

markov random field maximum a posteriori estimation deep belief network robustness rgb color model +6 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 41 citations Published 2016-01-01

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Object Instance Search in Videos via Spatio-Temporal Trajectory Discovery (2016)

Novel Wideband DOA Estimation Based on Sparse Bayesian Learning With Dirichlet Process Priors (2016)

Noisy sparse subspace clustering (2016)

No-Reference Image Blur Assessment Based on Discrete Orthogonal Moments (2016)

Multi-layer Online Sequential Extreme Learning Machine for Image Classification (2016)

Layer-Wise Relevance Propagation for Deep Neural Network Architectures (2016)

Large scale online kernel learning (2016)

Image Classification by Selective Regularized Subspace Learning (2016)

Human Body Part Selection by Group Lasso of Motion for Model-Free Gait Recognition (2016)

Fast Algorithms for Linear and Kernel SVM (2016)

Event-Based Hough Transform in a Spiking Neural Network for Multiple Line Detection and Tracking Using a Dynamic Vision Sensor. (2016)

Estimate Hand Poses Efficiently from Single Depth Images (2016)

Dynamic mentoring and self-regulation based particle swarm optimization algorithm for solving complex real-world optimization problems (2016)

Development of a Self-Regulating Evolving Spiking Neural Network for classification problem (2016)

Deep Aging Face Verification With Large Gaps (2016)

Cross-Examination for Angle-Closure Glaucoma Feature Detection (2016)

Assessment of Foot Trajectory for Human Gait Phase Detection Using Wireless Ultrasonic Sensor Network (2016)

A Spatial-Temporal Approach for Moving Object Recognition with 2D LIDAR (2016)

A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images (2016)

A Field Model for Repairing 3D Shapes (2016)