Publications - Machine Learning SG

Digital holographic three-dimensional display of 50-Mpixel holograms using a two-axis scanning mirror device (2010)

Ridwan Bin Adrian Tanjung Xuewu Xu Xinan Liang Sanjeev Solanki Yuechao Pan Farzam Farbiz Baoxi Xu Tow-Chong Chong

holographic display computer generated holography digital micromirror device spatial light modulator pixel +7 more

Optical Engineering 20 citations Published 2010-02-01
Compressive sampling of EEG signals with finite rate of innovation (2010)

Kok-Kiong Poh Pina Marziliano

nyquist rate wavelet transform compressed sensing fourier series pattern recognition +7 more

EURASIP Journal on Advances in Signal Processing 31 citations Published 2010-02-01
Comparison of Fourier transform, windowed Fourier transform, and wavelet transform methods for phase extraction from a single fringe pattern in fringe projection profilometry (2010)

Lei Huang Qian Kemao Bing Pan Anand Krishna Asundi

harmonic wavelet transform short time fourier transform non uniform discrete fourier transform constant q transform s transform +7 more

Optics and Lasers in Engineering 254 citations Published 2010-02-01
Biased Discriminant Euclidean Embedding for Content-Based Image Retrieval (2010)

Wei Bian Dacheng Tao

content based image retrieval image retrieval nonlinear dimensionality reduction relevance feedback dimensionality reduction +6 more

IEEE Transactions on Image Processing 184 citations Published 2010-02-01
Application of K- and Fuzzy c-Means for Color Segmentation of Thermal Infrared Breast Images (2010)

M. Etehadtavakol S. Sadri E. Y. Ng

segmentation k means clustering fuzzy logic computer vision computer science +5 more

Journal of Medical Systems 132 citations Published 2010-02-01
An Analysis of IrisCode (2010)

A.W.K. Kong D. Zhang M.S. Kamel

iris recognition gabor filter hamming distance cluster analysis biometrics +6 more

IEEE Transactions on Image Processing 68 citations Published 2010-02-01
A multi-frame image super-resolution method (2010)

Xuelong Li Yanting Hu Xinbo Gao Dacheng Tao Beijia Ning

image processing iterative reconstruction regularization image resolution image quality +7 more

Signal Processing 298 citations Published 2010-02-01
A Family of Fuzzy Learning Algorithms for Robust Principal Component Analysis Neural Networks (2010)

Jian Cheng Lv Kok Kiong Tan Zhang Yi Sunan Huang

robust principal component analysis robustness fuzzy logic artificial neural network fuzzy set +7 more

IEEE Transactions on Fuzzy Systems 34 citations Published 2010-02-01
Change Detection in Satellite Images Using a Genetic Algorithm Approach (2010)

Turgay Celik

change detection synthetic aperture radar multispectral scanner mean squared error lidar +6 more

IEEE Geoscience and Remote Sensing Letters 181 citations Published 2010-01-22
Prediction of protein structural classes for low-homology sequences based on predicted secondary structure (2010)

Jian-Yi Yang Zhen-Ling Peng Xin Chen

protein structure protein secondary structure protein sequencing feature vector peptide sequence +7 more

BMC Bioinformatics 101 citations Published 2010-01-18
View context: a 3D model feature for retrieval (2010)

Bo Li Henry Johan

heat kernel signature feature extraction zernike polynomials pattern recognition computer vision +5 more

MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling 17 citations Published 2010-01-06
Non-intrusive speech quality assessment with support vector regression (2010)

Manish Narwaria Weisi Lin Ian Vince McLoughlin Sabu Emmanuel Chia Liang Tien

mel frequency cepstrum support vector machine quality score speech recognition pooling +7 more

MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling 17 citations Published 2010-01-06
Automatic nipple detection using shape and statistical skin color information (2010)

Yue Wang Jun Li HeeLin Wang ZuJun Hou

object detection robustness computer vision pattern recognition computer science +4 more

MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling 13 citations Published 2010-01-06
What Else is New Than the Hamming Window? Robust MFCCs for Speaker Recognition via Multitapering (2010)

Tomi Kinnunen Rahim Saeidi Johan Sandberg Maria Sandsten

speaker recognition window function hamming code multitaper speech processing +7 more

InterSpecch 2010; pp 2734-2737 (2010) 25 citations Published 2010-01-01
Underdetermined Convolutive Blind Source Separation via Time–Frequency Masking (2010)

V.G. Reju Soo Nqee Koh Ing Yann Soon

blind signal separation underdetermined system source separation cluster analysis k means clustering +6 more

IEEE Transactions on Audio, Speech, and Language Processing 106 citations Published 2010-01-01
Two-View Transductive Support Vector Machines. (2010)

Guangxia Li Steven C. H. Hoi Kuiyu Chang

transduction structured support vector machine margin classifier support vector machine relevance vector machine +6 more

SDM 59 citations Published 2010-01-01
Towards a web-based progressive handwriting recognition environment for mathematical problem solving (2010)

Ba-Quy Vuong Yulan He Siu Cheung Hui

intelligent character recognition handwriting ajax handwriting recognition web application +6 more

Expert Systems With Applications 15 citations Published 2010-01-01
Text-independent F0 transformation with non-parallel data for voice conversion. (2010)

Zhizheng Wu Tomi Kinnunen Engsiong Chng Haizhou Li

adaptive histogram equalization histogram equalization normalization mixture model fundamental frequency +6 more

INTERSPEECH 21 citations Published 2010-01-01
Statistical lattice-based spoken document retrieval (2010)

Tee Kiah Chia Khe Chai Sim Haizhou Li Hwee Tou Ng

visual word document retrieval vector space model okapi bm25 speech analytics +7 more

ACM Transactions on Information Systems 31 citations Published 2010-01-01
Skull stripping using graph cuts. (2010)

Suresh A. Sadananthan Weili Zheng Michael W.L. Chee Vitali Zagorodnov

image segmentation thresholding cut segmentation residual +7 more

NeuroImage 162 citations Published 2010-01-01

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Digital holographic three-dimensional display of 50-Mpixel holograms using a two-axis scanning mirror device (2010)

Compressive sampling of EEG signals with finite rate of innovation (2010)

Comparison of Fourier transform, windowed Fourier transform, and wavelet transform methods for phase extraction from a single fringe pattern in fringe projection profilometry (2010)

Biased Discriminant Euclidean Embedding for Content-Based Image Retrieval (2010)

Application of K- and Fuzzy c-Means for Color Segmentation of Thermal Infrared Breast Images (2010)

An Analysis of IrisCode (2010)

A multi-frame image super-resolution method (2010)

A Family of Fuzzy Learning Algorithms for Robust Principal Component Analysis Neural Networks (2010)

Change Detection in Satellite Images Using a Genetic Algorithm Approach (2010)

Prediction of protein structural classes for low-homology sequences based on predicted secondary structure (2010)

View context: a 3D model feature for retrieval (2010)

Non-intrusive speech quality assessment with support vector regression (2010)

Automatic nipple detection using shape and statistical skin color information (2010)

What Else is New Than the Hamming Window? Robust MFCCs for Speaker Recognition via Multitapering (2010)

Underdetermined Convolutive Blind Source Separation via Time–Frequency Masking (2010)

Two-View Transductive Support Vector Machines. (2010)

Towards a web-based progressive handwriting recognition environment for mathematical problem solving (2010)

Text-independent F0 transformation with non-parallel data for voice conversion. (2010)

Statistical lattice-based spoken document retrieval (2010)

Skull stripping using graph cuts. (2010)