Publications - Machine Learning SG

Partially Supervised Neighbor Embedding for Example-Based Image Super-Resolution (2011)

Kaibing Zhang Xinbo Gao Xuelong Li Dacheng Tao

embedding image texture cluster analysis mixture model iterative reconstruction +6 more

IEEE Journal of Selected Topics in Signal Processing 123 citations Published 2011-04-01
MRF-Based Intensity Invariant Elastic Registration of Cardiac Perfusion Images Using Saliency Information (2011)

Dwarikanath Mahapatra Ying Sun

image registration salience markov random field cut human visual system model +7 more

IEEE Transactions on Biomedical Engineering 28 citations Published 2011-04-01
Integrating Spatio-Temporal Context With Multiview Representation for Object Recognition in Visual Surveillance (2011)

Xiaobai Liu Liang Lin Shuicheng Yan Hai Jin Wenbing Tao

object model context model spatial contextual awareness object detection method +7 more

IEEE Transactions on Circuits and Systems for Video Technology 23 citations Published 2011-04-01
Function-based approach to mixed haptic effects rendering (2011)

Lei Wei Alexei Sourin

haptic technology rendering polygon mesh computer graphics point cloud +7 more

The Visual Computer 12 citations Published 2011-04-01
Fractal dimension based neurofeedback in serious games (2011)

Qiang Wang Olga Sourina Minh Khoa Nguyen

neurofeedback game design software portability brain computer interface machine learning +6 more

The Visual Computer 86 citations Published 2011-04-01
BASSUM: A Bayesian semi-supervised method for classification feature selection (2011)

Ruichu Cai Zhenjie Zhang Zhifeng Hao

feature selection feature extraction markov blanket conditional independence markov model +7 more

Pattern Recognition 28 citations Published 2011-04-01
A Random-Finite-Set Approach to Bayesian SLAM (2011)

J Mullane Ba-Ngu Vo M D Adams Ba-Tuong Vo

posterior probability simultaneous localization and mapping particle filter bayes theorem bayesian probability +6 more

IEEE Transactions on Robotics 266 citations Published 2011-04-01
METHOD AND SYSTEM FOR MOTOR REHABILITATION (2011)

Kai Keng Ang Cuntai Guan Sui Geok Karen Chua Chuanchu Wang Hock Guan Adrian Tan Kok Soon Phua Haihong Zhang Zheng Yang Chin

motor imagery feature selection electroencephalography speech recognition computer vision +5 more

12 citations Published 2011-03-31
A method and system for motor rehabilitation (2011)

Kai Keng Ang Cuntai Guan Sui Geok Karen Chua Chuanchu Wang Hock Guan Adrian Tan Kok Soon Phua Haihong Zhang Zheng Yang Chin

motor imagery electroencephalography feature selection speech recognition computer vision +5 more

12 citations Published 2011-03-31
Sparse hidden-dynamics conditional random fields for user intent understanding (2011)

Yelong Shen Jun Yan Shuicheng Yan Lei Ji Ning Liu Zheng Chen

semantic search conditional random field linear search hidden variable theory support vector machine +6 more

Proceedings of the 20th international conference on World wide web 23 citations Published 2011-03-28
Boundary Artifact Reduction in View Synthesis of 3D Video: From Perspective of Texture-Depth Alignment (2011)

Yin Zhao Ce Zhu Zhenzhong Chen Dong Tian Lu Yu

view synthesis pixel background noise computer vision visualization +6 more

IEEE Transactions on Broadcasting 90 citations Published 2011-03-28
Visualization for understanding of neurodynamical systems (2011)

Włodzisław Duch Włodzisław Duch Włodzisław Duch Krzysztof Dobosz Krzysztof Dobosz

symbolic dynamics attractor network dynamics trajectory visualization +7 more

Cognitive Neurodynamics 57 citations Published 2011-03-26
Automated Crack Detection for Digital Radiography Aircraft Wing Inspection (2011)

Xin Wang B. Stephen Wong ChingSeong Tan Chen Guan Tui

automated x ray inspection digital radiography radiographic testing nondestructive testing canny edge detector +6 more

Research in Nondestructive Evaluation 14 citations Published 2011-03-24
Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI (2011)

M Arvaneh Cuntai Guan Kai Keng Ang Chai Quek

support vector machine mutual information channel covariance matrix pattern recognition +7 more

IEEE Transactions on Biomedical Engineering 303 citations Published 2011-03-22
Mining closed discriminative dyadic sequential patterns (2011)

David Lo Hong Cheng Lucia

discriminative model knowledge extraction tree traversal scalability data mining +5 more

Proceedings of the 14th International Conference on Extending Database Technology 16 citations Published 2011-03-21
A robust dead-reckoning pedestrian tracking system with low cost sensors (2011)

Yunye Jin Hong-Song Toh Wee-Seng Soh Wai-Choong Wong

video tracking tracking system robustness tracking error dead reckoning +6 more

2011 IEEE International Conference on Pervasive Computing and Communications (PerCom) 203 citations Published 2011-03-21
RePro3D: full-parallax 3D display with haptic feedback using retro-reflective projection technology (2011)

Takumi Yoshida Keitaro Shimizu Tadatoshi Kurogi Sho Kamuro Kouta Minamizawa Hideaki Nii Susumu Tachi

haptic technology stereo display projector wearable computer virtual reality +7 more

2011 IEEE International Symposium on VR Innovation 23 citations Published 2011-03-19
Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos (2011)

Yan Song Yan-Tao Zheng Sheng Tang Xiangdong Zhou Yongdong Zhang Shouxun Lin Tat-Seng Chua

multiple kernel learning ensemble learning support vector machine statistical classification kernel +7 more

IEEE Transactions on Circuits and Systems for Video Technology 28 citations Published 2011-03-17
Wearable sensors for 3D upper limb motion modeling and ubiquitous estimation (2011)

Zhiqiang Zhang Wai Choong Wong Jiankang Wu

motion estimation motion capture kinematics kalman filter forearm +7 more

Journal of Control Theory and Applications 13 citations Published 2011-03-10
JIGSAW: Joint Inhomogeneity Estimation via Global Segment Assembly for Water–Fat Separation (2011)

Wenmiao Lu Yi Lu

optimization problem belief propagation propagation of uncertainty pixel algorithm +7 more

IEEE Transactions on Medical Imaging 19 citations Published 2011-03-03

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Partially Supervised Neighbor Embedding for Example-Based Image Super-Resolution (2011)

MRF-Based Intensity Invariant Elastic Registration of Cardiac Perfusion Images Using Saliency Information (2011)

Integrating Spatio-Temporal Context With Multiview Representation for Object Recognition in Visual Surveillance (2011)

Function-based approach to mixed haptic effects rendering (2011)

Fractal dimension based neurofeedback in serious games (2011)

BASSUM: A Bayesian semi-supervised method for classification feature selection (2011)

A Random-Finite-Set Approach to Bayesian SLAM (2011)

METHOD AND SYSTEM FOR MOTOR REHABILITATION (2011)

A method and system for motor rehabilitation (2011)

Sparse hidden-dynamics conditional random fields for user intent understanding (2011)

Boundary Artifact Reduction in View Synthesis of 3D Video: From Perspective of Texture-Depth Alignment (2011)

Visualization for understanding of neurodynamical systems (2011)

Automated Crack Detection for Digital Radiography Aircraft Wing Inspection (2011)

Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI (2011)

Mining closed discriminative dyadic sequential patterns (2011)

A robust dead-reckoning pedestrian tracking system with low cost sensors (2011)

RePro3D: full-parallax 3D display with haptic feedback using retro-reflective projection technology (2011)

Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos (2011)

Wearable sensors for 3D upper limb motion modeling and ubiquitous estimation (2011)

JIGSAW: Joint Inhomogeneity Estimation via Global Segment Assembly for Water–Fat Separation (2011)