Publications - Machine Learning SG

Online probabilistic learning for fuzzy inference system (2014)

Richard Jayadi Oentaryo Meng Joo Er San Linn Xiang Li

probabilistic logic adaptive resonance theory heuristic expert system kalman filter +6 more

Expert Systems With Applications 24 citations Published 2014-09-01
Mutual information-based optimization of sparse spatio-spectral filters in brain---computer interface (2014)

Mahnaz Arvaneh Cuntai Guan Kai Keng Ang Chai Quek

filter bank filter mutual information discriminative model pattern recognition +6 more

Neural Computing and Applications 11 citations Published 2014-09-01
Multi-oriented scene text detection in video based on wavelet and angle projection boundary growing (2014)

Palaiahnakote Shivakumara Anjan Dutta Chew Lim Tan Umapada Pal

cluster analysis sobel operator minimum bounding box sliding window protocol pixel +7 more

Multimedia Tools and Applications 23 citations Published 2014-09-01
Learning Locality-Constrained Collaborative Representation for Robust Face Recognition (2014)

Xi Peng Lei Zhang Zhang Yi Kok Kiong Tan

nonlinear dimensionality reduction sparse approximation euclidean distance dimensionality reduction subspace topology +6 more

Pattern Recognition 87 citations Published 2014-09-01
Hand gesture guided robot-assisted surgery based on a direct augmented reality interface (2014)

Rong Wen Wei-Liang Tay Binh P. Nguyen Chin-Boon Chng Chee-Kong Chui

image guided surgery augmented reality robotic surgery robot gesture +7 more

Computer Methods and Programs in Biomedicine 89 citations Published 2014-09-01
ForesTexter: An efficient random forest algorithm for imbalanced text categorization (2014)

Qingyao Wu Yunming Ye Haijun Zhang Michael K. Ng Shen-Shyang Ho

random forest support vector machine decision tree decision tree model subspace topology +7 more

Knowledge Based Systems 88 citations Published 2014-09-01
Exposure fusion using boosting Laplacian pyramid. (2014)

Jianbing Shen Ying Zhao Shuicheng Yan Xuelong Li

multiple exposure tone mapping boosting salience pattern recognition +7 more

IEEE Transactions on Systems, Man, and Cybernetics 119 citations Published 2014-09-01
Estimation of mechanical properties of nanomaterials using artificial intelligence methods (2014)

V. Vijayaraghavan A. Garg C. H. Wong K. Tai

compressive strength finite element method carbon nanotube continuum mechanics numerical analysis +5 more

Applied Physics A 31 citations Published 2014-09-01
Enhanced ISAR Imaging by Exploiting the Continuity of the Target Scene (2014)

Lu Wang Lifan Zhao Guoan Bi Chunru Wan Lei Yang

inverse synthetic aperture radar radar imaging gibbs sampling synthetic aperture radar compressed sensing +7 more

IEEE Transactions on Geoscience and Remote Sensing 91 citations Published 2014-09-01
Consensus-based distributed cooperative learning control for a group of discrete-time nonlinear multi-agent systems using neural networks (2014)

Weisheng Chen Shaoyong Hua Shuzhi Sam Ge

artificial neural network multi agent system cooperative learning discrete time and continuous time bounded function +5 more

Automatica 71 citations Published 2014-09-01
A retinal vessel boundary tracking method based on Bayesian theory and multi-scale line detection (2014)

Jia Zhang Huiqi Li Qing Nie Li Cheng

optic disk gaussian network model computer vision bayesian probability mathematics +6 more

Computerized Medical Imaging and Graphics 29 citations Published 2014-09-01
Exponential state estimation for stochastic complex dynamical networks with multi-delayed base on adaptive control (2014)

Dongbing Tong Dongbing Tong Dongbing Tong Wuneng Zhou Han Wang

exponential stability adaptive control linear matrix inequality exponential function mechatronics +5 more

International Journal of Control Automation and Systems 14 citations Published 2014-08-30
Scene Text Segmentation with Multi-level Maximally Stable Extremal Regions (2014)

Shangxuan Tian Shijian Lu Bolan Su Chew Lim Tan

scale space segmentation image segmentation segmentation based object categorization text segmentation region growing +7 more

ICPR '14 Proceedings of the 2014 22nd International Conference on Pattern Recognition 16 citations Published 2014-08-24
Online multiple kernel regression (2014)

Doyen Sahoo Steven C.H. Hoi Bin Li

multiple kernel learning tree kernel polynomial kernel kernel regression kernel +7 more

Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining 26 citations Published 2014-08-24
Graphics and Scene Text Classification in Video (2014)

Jiamin Xu Palaiahnakote Shivakumara Tong Lu Trung Quy Phan Chew Lim Tan

graphics k means clustering computer vision pattern recognition iterative and incremental development +7 more

ICPR '14 Proceedings of the 2014 22nd International Conference on Pattern Recognition 14 citations Published 2014-08-24
Gradient-Angular-Features for Word-wise Video Script Identification (2014)

Palaiahnakote Shivakumara Nabin Sharma Umapada Pal Michael Blumenstein Chew Lim Tan

feature extraction segmentation histogram discriminative model point +6 more

ICPR '14 Proceedings of the 2014 22nd International Conference on Pattern Recognition 12 citations Published 2014-08-24
Character Recognition in Natural Scenes Using Convolutional Co-occurrence HOG (2014)

Bolan Su Shijian Lu Shangxuan Tian Joo Hwee Lim Chew Lim Tan

histogram of oriented gradients optical character recognition feature extraction histogram perspective distortion +7 more

ICPR '14 Proceedings of the 2014 22nd International Conference on Pattern Recognition 22 citations Published 2014-08-24
Automatic CAD System for HEp-2 Cell Image Classification (2014)

Shahab Ensafi Shijian Lu Ashraf A. Kassim Chew Lim Tan

automatic image annotation contextual image classification feature extraction computer aided diagnosis support vector machine +7 more

ICPR '14 Proceedings of the 2014 22nd International Conference on Pattern Recognition 13 citations Published 2014-08-24
A Bag of Words Based Approach for Classification of HEp-2 Cell Images (2014)

Shahab Ensafi Shijian Lu Ashraf A. Kassim Chew Lim Tan

bag of words model in computer vision contextual image classification bag of words model scale invariant feature transform feature detection +7 more

2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images 22 citations Published 2014-08-24
Salient Region Detection by Fusing Bottom-Up and Top-Down Features Extracted From a Single Image (2014)

Huawei Tian Yuming Fang Yao Zhao Weisi Lin Rongrong Ni Zhenfeng Zhu

feature feature detection feature extraction salient kanade lucas tomasi feature tracker +7 more

IEEE Transactions on Image Processing 59 citations Published 2014-08-22

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Online probabilistic learning for fuzzy inference system (2014)

Mutual information-based optimization of sparse spatio-spectral filters in brain---computer interface (2014)

Multi-oriented scene text detection in video based on wavelet and angle projection boundary growing (2014)

Learning Locality-Constrained Collaborative Representation for Robust Face Recognition (2014)

Hand gesture guided robot-assisted surgery based on a direct augmented reality interface (2014)

ForesTexter: An efficient random forest algorithm for imbalanced text categorization (2014)

Exposure fusion using boosting Laplacian pyramid. (2014)

Estimation of mechanical properties of nanomaterials using artificial intelligence methods (2014)

Enhanced ISAR Imaging by Exploiting the Continuity of the Target Scene (2014)

Consensus-based distributed cooperative learning control for a group of discrete-time nonlinear multi-agent systems using neural networks (2014)

A retinal vessel boundary tracking method based on Bayesian theory and multi-scale line detection (2014)

Exponential state estimation for stochastic complex dynamical networks with multi-delayed base on adaptive control (2014)

Scene Text Segmentation with Multi-level Maximally Stable Extremal Regions (2014)

Online multiple kernel regression (2014)

Graphics and Scene Text Classification in Video (2014)

Gradient-Angular-Features for Word-wise Video Script Identification (2014)

Character Recognition in Natural Scenes Using Convolutional Co-occurrence HOG (2014)

Automatic CAD System for HEp-2 Cell Image Classification (2014)

A Bag of Words Based Approach for Classification of HEp-2 Cell Images (2014)

Salient Region Detection by Fusing Bottom-Up and Top-Down Features Extracted From a Single Image (2014)