Publications - Machine Learning SG

A revisit to MRF-based depth map super-resolution and enhancement (2011)

Jiangbo Lu Dongbo Min Ramanpreet Singh Pahwa Minh N. Do

depth map color image markov random field image resolution pixel +6 more

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 100 citations Published 2011-05-22
Video Quality Assessment Based on Measuring Perceptual Noise From Spatial and Temporal Perspectives (2011)

Yin Zhao Lu Yu Zhenzhong Chen Ce Zhu

subjective video quality video quality human visual system model cortical magnification visual perception +6 more

IEEE Transactions on Circuits and Systems for Video Technology 59 citations Published 2011-05-19
Joint Subspace Learning for View-Invariant Gait Recognition (2011)

Nini Liu Jiwen Lu Yap-Peng Tan

feature extraction subspace topology k nearest neighbors algorithm invariant linear combination +7 more

IEEE Signal Processing Letters 83 citations Published 2011-05-19
Cortical surface-based searchlight decoding. (2011)

Yi Chen Yi Chen Praneeth Namburi Lloyd T. Elliott Lloyd T. Elliott Jakob Heinzle Chun Siong Soon Chun Siong Soon Chun Siong Soon Michael W. L. Chee John-Dylan Haynes

voxel euclidean distance intrinsic metric decoding methods ranging +6 more

NeuroImage 85 citations Published 2011-05-15
Vision-Based Hand Interaction in Augmented Reality Environment (2011)

Yan Shen Soh-Khim Ong Andrew Y. C. Nee

computer mediated reality augmented reality computer vision segmentation computer graphics images +3 more

International Journal of Human-computer Interaction 80 citations Published 2011-05-09
SLAC: 3D localization of human based on kinetic human movement capture (2011)

Qilong Yuan I-Ming Chen Shang Ping Lee

global positioning system trajectory wearable computer inertia computer vision +6 more

2011 IEEE International Conference on Robotics and Automation 23 citations Published 2011-05-09
Real-time human detection using contour cues (2011)

Jianxin Wu Christopher Geyer James M. Rehg

object detection feature vector feature extraction linear classifier hardware acceleration +7 more

2011 IEEE International Conference on Robotics and Automation 148 citations Published 2011-05-09
Cross-dataset facial expression recognition (2011)

Haibin Yan Marcelo H. Ang Aun Neow Poo

facial recognition system feature vector test data machine learning pattern recognition +7 more

2011 IEEE International Conference on Robotics and Automation 14 citations Published 2011-05-09
WYSIWYF: exploring and annotating volume data with a tangible handheld device (2011)

Peng Song Wooi Boon Goh Chi-Wing Fu Qiang Meng Pheng-Ann Heng

natural user interface mobile device slicing multi touch computer vision +6 more

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems 75 citations Published 2011-05-07
Ties matter: complexity of voting manipulation revisited (2011)

Svetlana Obraztsova Edith Elkind Noam Hazon

voting minimax artificial intelligence computer science large class +1 more

AAMAS '11 The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 1 60 citations Published 2011-05-02
A simple curious agent to help people be curious (2011)

Han Yu Zhiqi Shen Chunyan Miao Ah-Hwee Tan

virtual learning environment curiosity cognitive development cognitive science artificial intelligence +3 more

AAMAS '11 The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3 27 citations Published 2011-05-02
Whole brain diffeomorphic metric mapping via integration of sulcal and gyral curves, cortical surfaces, and images (2011)

Jia Du Laurent Younes Anqi Qiu Anqi Qiu

large deformation diffeomorphic metric mapping image segmentation brain mapping segmentation kernel +7 more

NeuroImage 85 citations Published 2011-05-01
Wavelet Based Restoration of Images with Missing or Damaged Pixels (2011)

Hui Ji Zuowei Shen Yuhong Xu

image restoration inpainting deblurring sparse approximation bregman method +6 more

East Asian Journal on Applied Mathematics 11 citations Published 2011-05-01
Using Discrete Probabilities With Bhattacharyya Measure for SVM-Based Speaker Verification (2011)

Kong Aik Lee Chang Huai You Haizhou Li T Kinnunen Khe Chai Sim

bhattacharyya distance kernel method similarity measure fisher kernel kernel +6 more

IEEE Transactions on Audio, Speech, and Language Processing 11 citations Published 2011-05-01
Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness (2011)

Junbiao Pang Qingming Huang Shuicheng Yan Shuqiang Jiang Lei Qin

weighting boosting object detection discriminative model feature extraction +6 more

IEEE Transactions on Image Processing 56 citations Published 2011-05-01
Toward Better Understanding of Protein Secondary Structure: Extracting Prediction Rules (2011)

Minh N. Nguyen Jacek M. Zurada Jagath Rajapakse

interpretability decision tree rule of inference logic programming support vector machine +7 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 11 citations Published 2011-05-01
Stock trading with cycles (2011)

Zhiyong Tan Chai Quek Philip Y.K. Cheng

trading strategy algorithmic trading pairs trade technical analysis reinforcement learning +7 more

Expert Systems With Applications 71 citations Published 2011-05-01
Slice encoding for metal artifact correction with noise reduction. (2011)

Wenmiao Lu Kim B. Pauly Garry E. Gold John M. Pauly Brian A. Hargreaves

metal artifact noise reduction singular value decomposition reconstruction procedure encoding +6 more

Magnetic Resonance in Medicine 28 citations Published 2011-05-01
Robust contour reconstruction of red blood cells and parasites in the automated identification of the stages of malarial infection (2011)

Saravana Kumar Kumarasamy S. H. Ong K. S. W. Tan

plasmodium yoelii plasmodium berghei plasmodium falciparum edge detection digital image +7 more

machine vision applications 22 citations Published 2011-05-01
Real-Time Discriminative Background Subtraction (2011)

Li Cheng Minglun Gong D Schuurmans T Caelli

background subtraction markov random field graphics processing unit markov model maximum a posteriori estimation +7 more

IEEE Transactions on Image Processing 125 citations Published 2011-05-01

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A revisit to MRF-based depth map super-resolution and enhancement (2011)

Video Quality Assessment Based on Measuring Perceptual Noise From Spatial and Temporal Perspectives (2011)

Joint Subspace Learning for View-Invariant Gait Recognition (2011)

Cortical surface-based searchlight decoding. (2011)

Vision-Based Hand Interaction in Augmented Reality Environment (2011)

SLAC: 3D localization of human based on kinetic human movement capture (2011)

Real-time human detection using contour cues (2011)

Cross-dataset facial expression recognition (2011)

WYSIWYF: exploring and annotating volume data with a tangible handheld device (2011)

Ties matter: complexity of voting manipulation revisited (2011)

A simple curious agent to help people be curious (2011)

Whole brain diffeomorphic metric mapping via integration of sulcal and gyral curves, cortical surfaces, and images (2011)

Wavelet Based Restoration of Images with Missing or Damaged Pixels (2011)

Using Discrete Probabilities With Bhattacharyya Measure for SVM-Based Speaker Verification (2011)

Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness (2011)

Toward Better Understanding of Protein Secondary Structure: Extracting Prediction Rules (2011)

Stock trading with cycles (2011)

Slice encoding for metal artifact correction with noise reduction. (2011)

Robust contour reconstruction of red blood cells and parasites in the automated identification of the stages of malarial infection (2011)

Real-Time Discriminative Background Subtraction (2011)