Publications - Machine Learning SG

Predictive display and interaction of telerobots based on augmented reality (2006)

Youjun Xiong Shiqi Li Ming Xie

augmented reality telerobotics robot computer vision engineering +3 more

Robotica 22 citations Published 2006-07-01
On the Probabilistic Foundations of Probabilistic Roadmap Planning (2006)

David Hsu Jean-Claude Latombe Hanna Kurniawati

probabilistic roadmap probabilistic logic motion planning sampling probability measure +6 more

The International Journal of Robotics Research 273 citations Published 2006-07-01
Imaging of a Moving Target With Rotating Parts Based on the Hough Transform (2006)

Qun Zhang Tat Soon Yeo Hwee Siang Tan Ying Luo

hough transform image processing spectrogram feature extraction signal generator +6 more

2006 IEEE International Symposium on Geoscience and Remote Sensing 273 citations Published 2006-07-01
Fast Talairach Transformation for magnetic resonance neuroimages. (2006)

Wieslaw L. Nowinski Guoyu Qian K. N. Bhanu Prakash Qingmao Hu Aamer Aziz

talairach coordinates brain atlas image warping segmentation posterior commissure +6 more

Journal of Computer Assisted Tomography 53 citations Published 2006-07-01
Exploiting indirect neighbours and topological weight to predict protein function from protein--protein interactions (2006)

Hon Nian Chua Wing-Kin Sung Limsoon Wong

protein function prediction fungal protein interaction network critical assessment of function annotation protein protein interaction +7 more

Bioinformatics 642 citations Published 2006-07-01
Estimating Just-Noticeable Distortion for Video (2006)

Yuting Jia W. Lin A.A. Kassim

video quality video processing human visual system model distortion discrete cosine transform +6 more

IEEE Transactions on Circuits and Systems for Video Technology 181 citations Published 2006-07-01
DBSC-based animation enhanced with feature and motion (2006)

Quan Chen Feng Tian HockSoon Seah Zhongke Wu Jie Qiu Melikhov Konstantin

interpolation interpolation linear interpolation animation distortion +7 more

Computer Animation and Virtual Worlds 18 citations Published 2006-07-01
An automatic method for identifying appropriate gradient magnitude for 3D boundary detection of confocal image stacks. (2006)

Y. Q. Guan Y. Y. Cai Y. T. Lee M. Opas

edge detection image processing divergence theorem algorithm computer vision +7 more

Journal of Microscopy 12 citations Published 2006-07-01
A fast learning algorithm for deep belief nets (2006)

Geoffrey E. Hinton Simon Osindero Yee-Whye Teh

deep belief network convolutional deep belief networks generative model content addressable memory restricted boltzmann machine +6 more

Neural Computation 14,868 citations Published 2006-07-01
(2D)2LDA: An efficient approach for face recognition (2006)

S. Noushath G. Hemantha Kumar P. Shivakumara

three dimensional face recognition feature feature extraction facial recognition system linear discriminant analysis +6 more

Pattern Recognition 188 citations Published 2006-07-01
Memory-limited u-shaped learning (2006)

Lorenzo Carlucci John Case Sanjay Jain Frank Stephan

experiential learning active learning algorithmic learning theory instance based learning sequence learning +6 more

COLT'06 Proceedings of the 19th annual conference on Learning Theory 11 citations Published 2006-06-22
A refined algorithm for multisensor image registration based on pixel migration (2006)

Jianchao Yao Kian Liong Goh

image registration pixel image processing genetic algorithm estimation theory +7 more

IEEE Transactions on Image Processing 25 citations Published 2006-06-19
When Fisher meets Fukunaga-Koontz: A New Look at Linear Discriminants (2006)

Sheng Zhang T. Sim

linear discriminant analysis linear subspace subspace topology matrix decomposition qr decomposition +6 more

2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06) 18 citations Published 2006-06-17
Multiscale Nonlinear Diffusion and Shock Filter for Ultrasound Image Enhancement (2006)

Fan Zhang Yang Mo Yoo Yongmin Kim Lichen Zhang Liang Mong Koh

anisotropic diffusion speckle noise speckle pattern imaging phantom edge enhancement +7 more

2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06) 11 citations Published 2006-06-17
Image Pre-Conditioning for Out-of-Focus Projector Blur (2006)

M.S. Brown Peng Song Tat-Jen Cham

image restoration gaussian blur feature detection projector wiener filter +4 more

2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06) 75 citations Published 2006-06-17
Minimizing image blur in an image projected onto a display surface by a projector (2006)

Michael Scott Brown Tat Jen Cham Peng Song

image restoration gaussian blur standard test image projector computer vision +3 more

22 citations Published 2006-06-08
Supervised learning-based cell image segmentation for P53 immunohistochemistry (2006)

K.Z. Mao Peng Zhao Puay-Hoon Tan

image segmentation scale space segmentation region growing color image thresholding +7 more

IEEE Transactions on Biomedical Engineering 173 citations Published 2006-06-05
Error-resilient coding of H.264 based on periodic macroblock (2006)

Jinghong Zheng Lap-Pui Chau

coding tree unit macroblock block matching algorithm reference frame deblocking filter +6 more

IEEE Transactions on Broadcasting 22 citations Published 2006-06-05
The use of entropy minimization for the solution of blind source separation problems in image analysis (2006)

Liangfeng Guo Marc Garland

blind signal separation image processing entropy image quality watermark +6 more

Pattern Recognition 12 citations Published 2006-06-01
Solving the feeder bus network design problem by genetic algorithms and ant colony optimization (2006)

S. N. Kuan H. L. Ong K. M. Ng

metaheuristic ant colony optimization algorithms parallel metaheuristic tabu search genetic algorithm +6 more

Advances in Engineering Software 117 citations Published 2006-06-01

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Predictive display and interaction of telerobots based on augmented reality (2006)

On the Probabilistic Foundations of Probabilistic Roadmap Planning (2006)

Imaging of a Moving Target With Rotating Parts Based on the Hough Transform (2006)

Fast Talairach Transformation for magnetic resonance neuroimages. (2006)

Exploiting indirect neighbours and topological weight to predict protein function from protein--protein interactions (2006)

Estimating Just-Noticeable Distortion for Video (2006)

DBSC-based animation enhanced with feature and motion (2006)

An automatic method for identifying appropriate gradient magnitude for 3D boundary detection of confocal image stacks. (2006)

A fast learning algorithm for deep belief nets (2006)

(2D)2LDA: An efficient approach for face recognition (2006)

Memory-limited u-shaped learning (2006)

A refined algorithm for multisensor image registration based on pixel migration (2006)

When Fisher meets Fukunaga-Koontz: A New Look at Linear Discriminants (2006)

Multiscale Nonlinear Diffusion and Shock Filter for Ultrasound Image Enhancement (2006)

Image Pre-Conditioning for Out-of-Focus Projector Blur (2006)

Minimizing image blur in an image projected onto a display surface by a projector (2006)

Supervised learning-based cell image segmentation for P53 immunohistochemistry (2006)

Error-resilient coding of H.264 based on periodic macroblock (2006)

The use of entropy minimization for the solution of blind source separation problems in image analysis (2006)

Solving the feeder bus network design problem by genetic algorithms and ant colony optimization (2006)