Publications - Machine Learning SG

A diffusion approach to seeded image segmentation (2010)

Juyong Zhang Jianmin Zheng Jianfei Cai

scale space segmentation image segmentation segmentation based object categorization image texture anisotropic diffusion +6 more

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 86 citations Published 2010-06-13
Intraoperative visual guidance and control interface for augmented reality robotic surgery (2010)

Rong Wen Liangjing Yang Chee-Kong Chui Kah-Bin Lim Stephen Chang

augmented reality robotic surgery visual servoing user interface visualization +6 more

IEEE ICCA 2010 18 citations Published 2010-06-09
Data-driven approaches in health condition monitoring — A comparative study (2010)

O. Geramifard J.-X. Xu C. K. Pang J.H. Zhou X. Li

multilayer perceptron perceptron condition monitoring statistical classification feature vector +7 more

IEEE ICCA 2010 17 citations Published 2010-06-09
Binarization of historical document images using the local maximum and minimum (2010)

Bolan Su Shijian Lu Chew Lim Tan

standard test image image restoration feature detection non local means image processing +7 more

Proceedings of the 9th IAPR International Workshop on Document Analysis Systems 286 citations Published 2010-06-09
An eigen value based approach for text detection in video (2010)

D. S. Guru S. Manjunath P. Shivakumara C. L. Tan

sobel operator cluster analysis minimum bounding rectangle k means clustering pattern recognition +5 more

Proceedings of the 9th IAPR International Workshop on Document Analysis Systems 13 citations Published 2010-06-09
A brief overview on miniature fixed-wing unmanned aerial vehicles (2010)

Guowei Cai Kai-Yew Lum Ben M Chen Tong H Lee

xm1216 small unmanned ground vehicle remotely operated underwater vehicle robotics aeronautics automation +6 more

IEEE ICCA 2010 18 citations Published 2010-06-09
Resolution Enhancement for Inversed Synthetic Aperture Radar Imaging Under Low SNR via Improved Compressive Sensing (2010)

Lei Zhang Mengdao Xing Cheng-Wei Qiu Jun Li Jialian Sheng Yachao Li Zheng Bao

inverse synthetic aperture radar radar imaging synthetic aperture radar clutter radar +6 more

IEEE Transactions on Geoscience and Remote Sensing 297 citations Published 2010-06-07
Multiple feature fusion for social media applications (2010)

Bin Cui Anthony K.H. Tung Ce Zhang Zhe Zhao

similarity measure social media markov random field user information social relation +6 more

Proceedings of the 2010 ACM SIGMOD International Conference on Management of data 53 citations Published 2010-06-06
Extracting Formulaic and Free Text Clinical Research Articles Metadata using Conditional Random Fields (2010)

Sein Lin Jun-Ping Ng Shreyasee Pradhan Jatin Shah Ricardo Pietrobon Min-Yen Kan

metadata body text semantic search conditional random field crfs +7 more

Proceedings of the NAACL HLT 2010 Second Louhi Workshop on Text and Data Mining of Health Documents 12 citations Published 2010-06-05
STEvent: Spatio-temporal event model for social network discovery (2010)

Hady W. Lauw Ee-Peng Lim Hweehwa Pang Teck-Tim Tan

the internet computational complexity theory social network machine learning data mining +5 more

ACM Transactions on Information Systems 15 citations Published 2010-06-01
Semi-supervised Gaussian process latent variable model with pairwise constraints (2010)

Xiumei Wang Xinbo Gao Yuan Yuan Dacheng Tao Jie Li

probabilistic latent semantic analysis latent variable latent class model semi supervised learning dimensionality reduction +7 more

Neurocomputing 22 citations Published 2010-06-01
Regularized Locality Preserving Projections and Its Extensions for Face Recognition (2010)

Jiwen Lu Yap-Peng Tan

facial recognition system nonlinear dimensionality reduction linear discriminant analysis feature vector feature extraction +6 more

systems man and cybernetics 165 citations Published 2010-06-01
Principal component analysis based on non-parametric maximum entropy (2010)

Ran He Baogang Hu XiaoTong Yuan Wei-Shi Zheng

maximum entropy probability distribution principle of maximum entropy maximum entropy thermodynamics joint entropy renyi entropy +7 more

Neurocomputing 36 citations Published 2010-06-01
Prediction of eigenvalues and regularization of eigenfeatures for human face verification (2010)

Bappaditya Mandal Xudong Jiang How-Lung Eng Alex Kot

linear discriminant analysis regularization dimensionality reduction subspace topology discriminative model +5 more

international conference on pattern recognition 14 citations Published 2010-06-01
Metric learning with feature decomposition for image categorization (2010)

Meng Wang Bo Liu Jinhui Tang Xian-Sheng Hua

feature metric feature vector trecvid categorization +6 more

Neurocomputing 11 citations Published 2010-06-01
Iterative learning of simple external contextual languages (2010)

Leonor Becerra-Bonache John Case Sanjay Jain Frank Stephan

iterative learning control learnability iterative method natural language time complexity +6 more

Theoretical Computer Science 15 citations Published 2010-06-01
Image Ratio Features for Facial Expression Recognition Application (2010)

Mingli Song Dacheng Tao Zicheng Liu Xuelong Li Mengchu Zhou

facial recognition system image texture feature feature extraction computer facial animation +7 more

systems man and cybernetics 102 citations Published 2010-06-01
Image Classification With Kernelized Spatial-Context (2010)

Guo-Jun Qi Xian-Sheng Hua Yong Rui Jinhui Tang Hong-Jiang Zhang

contextual image classification spatial contextual awareness image retrieval context model feature extraction +7 more

IEEE Transactions on Multimedia 29 citations Published 2010-06-01
Hierarchical Additive Hough Transform for Lane Detection (2010)

Ravi Kumar Satzoda Suchitra Sathyanarayana Thambipillai Srikanthan Supriya Sathyanarayana

hough transform object detection pattern recognition computer vision computer science +7 more

IEEE Embedded Systems Letters 79 citations Published 2010-06-01
Generalizing Surrogate-Assisted Evolutionary Computation (2010)

Dudy Lim Yaochu Jin Yew-Soon Ong Bernhard Sendhoff

evolutionary programming human based evolutionary computation evolutionary algorithm interactive evolutionary computation memetic algorithm +7 more

IEEE Transactions on Evolutionary Computation 343 citations Published 2010-06-01

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A diffusion approach to seeded image segmentation (2010)

Intraoperative visual guidance and control interface for augmented reality robotic surgery (2010)

Data-driven approaches in health condition monitoring — A comparative study (2010)

Binarization of historical document images using the local maximum and minimum (2010)

An eigen value based approach for text detection in video (2010)

A brief overview on miniature fixed-wing unmanned aerial vehicles (2010)

Resolution Enhancement for Inversed Synthetic Aperture Radar Imaging Under Low SNR via Improved Compressive Sensing (2010)

Multiple feature fusion for social media applications (2010)

Extracting Formulaic and Free Text Clinical Research Articles Metadata using Conditional Random Fields (2010)

STEvent: Spatio-temporal event model for social network discovery (2010)

Semi-supervised Gaussian process latent variable model with pairwise constraints (2010)

Regularized Locality Preserving Projections and Its Extensions for Face Recognition (2010)

Principal component analysis based on non-parametric maximum entropy (2010)

Prediction of eigenvalues and regularization of eigenfeatures for human face verification (2010)

Metric learning with feature decomposition for image categorization (2010)

Iterative learning of simple external contextual languages (2010)

Image Ratio Features for Facial Expression Recognition Application (2010)

Image Classification With Kernelized Spatial-Context (2010)

Hierarchical Additive Hough Transform for Lane Detection (2010)

Generalizing Surrogate-Assisted Evolutionary Computation (2010)