Publications - Machine Learning SG

A radial basis function spike model for indirect learning via integrate-and-fire sampling and reconstruction techniques (2012)

X. Zhang G. Foderaro C. Henriquez A. M. J. VanDongen S. Ferrari

spiking neural network hebbian theory neuromorphic engineering synaptic plasticity memristor +6 more

Advances in Artificial Neural Systems 11 citations Published 2012-01-01
A Psychovisual Quality Metric in Free-Energy Principle (2012)

Guangtao Zhai Xiaolin Wu Xiaokang Yang Weisi Lin Wenjun Zhang

image quality digital image processing generative model visual perception data modeling +6 more

IEEE Transactions on Image Processing 210 citations Published 2012-01-01
A Primal–Dual Method for Total-Variation-Based Wavelet Domain Inpainting (2012)

You-Wei Wen R. H. Chan A. M. Yip

wavelet packet decomposition cascade algorithm stationary wavelet transform wavelet transform second generation wavelet transform +6 more

IEEE Transactions on Image Processing 67 citations Published 2012-01-01
A hybrid particle swarm based method for process planning optimisation (2012)

Y.F. Wang Y.F. Zhang J.Y.H. Fuh

particle swarm optimization computer aided process planning local search mathematical optimization artificial intelligence +1 more

International Journal of Production Research 14 citations Published 2012-01-01
Segmenting human knee cartilage automatically from multi-contrast MR images using support vector machines and discriminative random fields (2011)

Kunlei Zhang Jun Deng Wenmiao Lu

image segmentation contextual image classification support vector machine segmentation feature extraction +7 more

2011 18th IEEE International Conference on Image Processing 395 citations Published 2011-12-29
Modeling the EXIF-Image correlation for image manipulation detection (2011)

Jiayuan Fan Alex C. Kot Hong Cao Farook Sattar

feature detection image processing feature extraction image file formats film speed +7 more

2011 18th IEEE International Conference on Image Processing 11 citations Published 2011-12-29
Interactive motion deblurring using light streaks (2011)

Binh-Son Hua Kok-Lim Low

deblurring motion blur image restoration image processing streak +7 more

2011 18th IEEE International Conference on Image Processing 16 citations Published 2011-12-29
Grid-based local feature bundling for efficient object search and localization (2011)

Yuning Jiang Jingjing Meng Junsong Yuan

visual word image retrieval grid feature extraction histogram +7 more

2011 18th IEEE International Conference on Image Processing 15 citations Published 2011-12-29
A new blind robust image watermarking scheme in SVD-DCT composite domain (2011)

Zhen Li Kim-Hui Yap Bai-Ying Lei

digital watermarking watermark image processing robustness discrete cosine transform +7 more

2011 18th IEEE International Conference on Image Processing 30 citations Published 2011-12-29
Inferring brain networks through graphical models with hidden variables (2011)

Justin Dauwels Hang Yu Xueou Wang Francois Vialatte Charles Latchoumane Jaeseung Jeong Andrzej Cichocki

graphical model electroencephalography brain activity and meditation conditional independence hidden variable theory +7 more

MLINI'11 Proceedings of the 1st International Conference on Machine Learning and Interpretation in Neuroimaging 13 citations Published 2011-12-16
Tangible images (2011)

Shahzad Rasool Alexei Sourin

rendering haptic technology stereotaxy stereoscopy refresh rate +7 more

SIGGRAPH Asia 2011 Sketches on 15 citations Published 2011-12-12
Healing Sample Selection Bias by Source Classifier Selection (2011)

Chun-Wei Seah Ivor Wai-Hung Tsang Yew-Soon Ong

multiple kernel learning classifier weighting selection bias pattern recognition +7 more

2011 IEEE 11th International Conference on Data Mining 13 citations Published 2011-12-11
Haptic interaction with 2D images (2011)

Shahzad Rasool Alexei Sourin

haptic perception rendering haptic technology stereotaxy 3d reconstruction +7 more

Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry 12 citations Published 2011-12-11
Discovering Thematic Patterns in Videos via Cohesive Sub-graph Mining (2011)

Gangqiang Zhao Junsong Yuan

visual word graph theory mutual information thematic map natural language processing +4 more

2011 IEEE 11th International Conference on Data Mining 16 citations Published 2011-12-11
Combining Feature Context and Spatial Context for Image Pattern Discovery (2011)

Hongxing Wang Junsong Yuan Yap-Peng Tan

cluster analysis feature extraction spatial contextual awareness pattern recognition salient +7 more

2011 IEEE 11th International Conference on Data Mining 11 citations Published 2011-12-11
Method and an apparatus for determining vein patterns from a colour image (2011)

Wai Kin Adams Kong Chaoying Tang Hengyi Zhang Noah Ames Craft

computer vision computer science artificial intelligence colour image

64 citations Published 2011-12-08
Simultaneous Localization and Capture with velocity information (2011)

Qilong Yuan I-Ming Chen

kinematics motion estimation motion analysis motion capture acceleration +7 more

2011 IEEE/RSJ International Conference on Intelligent Robots and Systems 12 citations Published 2011-12-05
Affective Video Summarization and Story Board Generation Using Pupillary Dilation and Eye Gaze (2011)

Harish Katti Karthik Yadati Mohan Kankanhalli Chua Tat-Seng

automatic summarization eye tracking key frame feature extraction pupillary response +7 more

2011 IEEE International Symposium on Multimedia 28 citations Published 2011-12-05
A subject-based motion generation model with adjustable walking pattern for a gait robotic trainer: NaTUre-gaits (2011)

Ping Wang K. H. Low A. H. McGregor

gait trainer effect of gait parameters on energetic cost gait kinematics exoskeleton +6 more

2011 IEEE/RSJ International Conference on Intelligent Robots and Systems 17 citations Published 2011-12-05
3D-surface reconstruction for partially submerged marine structures using an autonomous surface vehicle (2011)

Georgios Papadopoulos Hanna Kurniawati Ahmed Shafeeq Bin Mohd Shariff Liang Jie Wong Nicholas M. Patrikalakis

simultaneous localization and mapping sonar surface reconstruction laser scanning critical area +6 more

2011 IEEE/RSJ International Conference on Intelligent Robots and Systems 13 citations Published 2011-12-05

Previous Next

A radial basis function spike model for indirect learning via integrate-and-fire sampling and reconstruction techniques (2012)

A Psychovisual Quality Metric in Free-Energy Principle (2012)

A Primal–Dual Method for Total-Variation-Based Wavelet Domain Inpainting (2012)

A hybrid particle swarm based method for process planning optimisation (2012)

Segmenting human knee cartilage automatically from multi-contrast MR images using support vector machines and discriminative random fields (2011)

Modeling the EXIF-Image correlation for image manipulation detection (2011)

Interactive motion deblurring using light streaks (2011)

Grid-based local feature bundling for efficient object search and localization (2011)

A new blind robust image watermarking scheme in SVD-DCT composite domain (2011)

Inferring brain networks through graphical models with hidden variables (2011)

Tangible images (2011)

Healing Sample Selection Bias by Source Classifier Selection (2011)

Haptic interaction with 2D images (2011)

Discovering Thematic Patterns in Videos via Cohesive Sub-graph Mining (2011)

Combining Feature Context and Spatial Context for Image Pattern Discovery (2011)

Method and an apparatus for determining vein patterns from a colour image (2011)

Simultaneous Localization and Capture with velocity information (2011)

Affective Video Summarization and Story Board Generation Using Pupillary Dilation and Eye Gaze (2011)

A subject-based motion generation model with adjustable walking pattern for a gait robotic trainer: NaTUre-gaits (2011)

3D-surface reconstruction for partially submerged marine structures using an autonomous surface vehicle (2011)