Publications - Machine Learning SG

Automatic 3D protein structure classification without structural alignment. (2005)

Zeyar Aung Kian-Lee Tan

multiclass classification nearest neighbor search best bin first large margin nearest neighbor structural alignment +6 more

Journal of Computational Biology 13 citations Published 2005-11-23
Design of Multiple-Level Hybrid Classifier for Intrusion Detection System (2005)

C. Xiang S.M. Lim

anomaly based intrusion detection system intrusion detection system misuse detection network security constant false alarm rate +7 more

2005 IEEE Workshop on Machine Learning for Signal Processing 27 citations Published 2005-11-21
Digital Video Image Quality and Perceptual Coding (2005)

H.R. Wu K.R. Rao

subjective video quality video quality motion compensation human visual system model image quality +6 more

Journal of Electronic Imaging 418 citations Published 2005-11-18
Task-space adaptive setpoint control for robots with uncertain kinematics and actuator model (2005)

Chao Liu Chien Chern Cheah

setpoint adaptive control actuator kinematics jacobian matrix and determinant +7 more

IEEE Transactions on Automatic Control 27 citations Published 2005-11-14
Improved color filter array demosaicking by accurate luminance estimation (2005)

Naixiang Lian Lanlan Chang Yap-Peng Tan

luminance demosaicing color filter array rgb color model color image +6 more

IEEE International Conference on Image Processing 2005 28 citations Published 2005-11-14
Combining classifiers for bone fracture detection in X-ray images (2005)

Vineta Lai Fun Lum Wee Kheng Leow Ying Chen Tet Sen Howe Meng Ai Png

object detection contextual image classification probabilistic logic classifier computer vision +5 more

IEEE International Conference on Image Processing 2005 54 citations Published 2005-11-14
Color filter array demosaicking using wavelet-based subband synthesis (2005)

Li Chen Kim-Hui Yap Yu He

demosaicing color filter array color image color histogram channel +6 more

IEEE International Conference on Image Processing 2005 12 citations Published 2005-11-14
A MCMC approach for Bayesian super-resolution image reconstruction (2005)

Jing Tian Kai-Kuang Ma

posterior probability markov chain monte carlo gibbs sampling prior probability gaussian process +6 more

IEEE International Conference on Image Processing 2005 22 citations Published 2005-11-14
Towards context-aware face recognition (2005)

Marc Davis Michael Smith John Canny Nathan Good Simon King Rajkumar Janakiraman

metadata facial recognition system collaborative filtering information retrieval machine learning +4 more

Proceedings of the 13th annual ACM international conference on Multimedia 131 citations Published 2005-11-06
Robust subspace analysis for detecting visual attention regions in images (2005)

Yiqun Hu Deepu Rajan Liang-Tien Chia

subspace topology linear subspace pixel principal component analysis robustness +7 more

Proceedings of the 13th annual ACM international conference on Multimedia 66 citations Published 2005-11-06
MultiPRE: a novel framework with multiple parallel retrieval engines for content-based image retrieval (2005)

Wei Xiong Bo Qiu Qi Tian Changsheng Xu S. H. Ong Kelvin Foong Jean-Pierre Chevallet

content based image retrieval visual word image retrieval query expansion document retrieval +7 more

Proceedings of the 13th annual ACM international conference on Multimedia 12 citations Published 2005-11-06
Critical video quality for distributed automated video surveillance (2005)

Pavel Korshunov Wei Tsang Ooi

video tracking video quality video processing video compression picture types uncompressed video +6 more

Proceedings of the 13th annual ACM international conference on Multimedia 55 citations Published 2005-11-06
Robust digital image-in-video watermarking for the emerging H.264/AVC standard (2005)

Jing Zhang A.T.S. Ho

scalable video coding video compression picture types context adaptive binary arithmetic coding video post processing watermark +6 more

IEEE Workshop on Signal Processing Systems Design and Implementation, 2005. 11 citations Published 2005-11-02
PCA and LDA in DCT domain (2005)

Weilong Chen Meng Joo Er Shiqian Wu

discrete cosine transform jpeg linear discriminant analysis principal component analysis facial recognition system +6 more

Pattern Recognition Letters 167 citations Published 2005-11-01
Neuron selection for RBF neural network classifier based on data structure preserving criterion (2005)

K.Z. Mao Guang-Bin Huang

echo state network artificial neural network data structure radial basis function classifier +6 more

IEEE Transactions on Neural Networks 120 citations Published 2005-11-01
Modeling visual attention's modulatory aftereffects on visual sensitivity and quality evaluation (2005)

Zhongkang Lu W. Lin X. Yang EePing Ong Susu Yao

human visual system model visual perception perception cognition image texture +7 more

IEEE Transactions on Image Processing 248 citations Published 2005-11-01
GA-TSKfnn: Parameters tuning of fuzzy neural network using genetic algorithms (2005)

A. M. Tang C. Quek G. S. Ng

neuro fuzzy fuzzy classification fuzzy number fuzzy set operations adaptive neuro fuzzy inference system +5 more

Expert Systems With Applications 110 citations Published 2005-11-01
Fast Modular network implementation for support vector machines (2005)

Guang-Bin Huang K.Z. Mao Chee-Kheong Siew De-Shuang Huang

support vector machine computational complexity theory artificial neural network network architecture modular design +6 more

IEEE Transactions on Neural Networks 61 citations Published 2005-11-01
Dynamic B-snake model for complex objects segmentation (2005)

Yue Wang Eam Khwang Teoh

active shape model point distribution model active appearance model active contour model segmentation +6 more

Image and Vision Computing 17 citations Published 2005-11-01
Dorsoventral extension of the talairach transformation and its automatic calculation for magnetic resonance neuroimages. (2005)

Wieslaw L. Nowinski K. N. Bhanu Prakash

orbitofrontal cortex corpus callosum normalization magnetic resonance imaging image warping +6 more

Journal of Computer Assisted Tomography 14 citations Published 2005-11-01

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Automatic 3D protein structure classification without structural alignment. (2005)

Design of Multiple-Level Hybrid Classifier for Intrusion Detection System (2005)

Digital Video Image Quality and Perceptual Coding (2005)

Task-space adaptive setpoint control for robots with uncertain kinematics and actuator model (2005)

Improved color filter array demosaicking by accurate luminance estimation (2005)

Combining classifiers for bone fracture detection in X-ray images (2005)

Color filter array demosaicking using wavelet-based subband synthesis (2005)

A MCMC approach for Bayesian super-resolution image reconstruction (2005)

Towards context-aware face recognition (2005)

Robust subspace analysis for detecting visual attention regions in images (2005)

MultiPRE: a novel framework with multiple parallel retrieval engines for content-based image retrieval (2005)

Critical video quality for distributed automated video surveillance (2005)

Robust digital image-in-video watermarking for the emerging H.264/AVC standard (2005)

PCA and LDA in DCT domain (2005)

Neuron selection for RBF neural network classifier based on data structure preserving criterion (2005)

Modeling visual attention's modulatory aftereffects on visual sensitivity and quality evaluation (2005)

GA-TSKfnn: Parameters tuning of fuzzy neural network using genetic algorithms (2005)

Fast Modular network implementation for support vector machines (2005)

Dynamic B-snake model for complex objects segmentation (2005)

Dorsoventral extension of the talairach transformation and its automatic calculation for magnetic resonance neuroimages. (2005)