Publications - Machine Learning SG

Placement of Accelerometers for High Sensing Resolution in Micromanipulation. (2011)

Win Tun Latt U-Xuan Tan Cameron N. Riviere Wei Tech Ang

surgical instrument accelerometer circular motion computer vision simulation +5 more

Sensors and Actuators A-physical 20 citations Published 2011-06-01
LFM signal detection using LPP-Hough transform (2011)

Guoan Bi Xiumei Li Chong Meng Samson See

hough transform additive white gaussian noise signal to noise ratio filter detection theory +7 more

Signal Processing 71 citations Published 2011-06-01
Fuzzy-rough discriminative feature selection and classification algorithm, with application to microarray and image datasets (2011)

Pramod Kumar P Prahlad Vadakkepat Loh Ai Poh

fuzzy classification linear classifier classification rule one class classification statistical classification +8 more

Applied Soft Computing 29 citations Published 2011-06-01
Frame based segmentation for medical images (2011)

Aichi Chien Bin Dong Zuowei Shen

scale space segmentation segmentation based object categorization image segmentation segmentation image restoration +6 more

Communications in Mathematical Sciences 70 citations Published 2011-06-01
Feature Selection Using Probabilistic Prediction of Support Vector Regression (2011)

Jian-Bo Yang Chong-Jin Ong

feature vector feature selection support vector machine probabilistic logic kernel +7 more

IEEE Transactions on Neural Networks 52 citations Published 2011-06-01
Fast Action Detection via Discriminative Random Forest Voting and Top-K Subvolume Search (2011)

Gang Yu N A Goussies Junsong Yuan Zicheng Liu

object detection search algorithm discriminative model mutual information random forest +7 more

IEEE Transactions on Multimedia 87 citations Published 2011-06-01
Exposing Digital Image Forgeries by Detecting Discrepancies in Motion Blur (2011)

P Kakar N Sudha W Ser

motion blur image restoration motion estimation image segmentation digital image +6 more

IEEE Transactions on Multimedia 88 citations Published 2011-06-01
Down-Sampling Based Video Coding Using Super-Resolution Technique (2011)

Minmin Shen Ping Xue Ci Wang

coding tree unit context adaptive binary arithmetic coding harmonic vector excitation coding motion compensation data compression +6 more

IEEE Transactions on Circuits and Systems for Video Technology 74 citations Published 2011-06-01
ASSESSMENT OF SYNCHRONY IN MULTIPLE NEURAL SPIKE TRAINS USING LOGLINEAR POINT PROCESS MODELS. (2011)

Robert E. Kass Ryan C. Kelly Wei-Liem Loh

spike train point process log linear model algorithm discretization +6 more

The Annals of Applied Statistics 51 citations Published 2011-06-01
A nonparametric Riemannian framework for processing high angular resolution diffusion images and its applications to ODF-based morphometry. (2011)

Alvina Goh Alvina Goh Christophe Lenglet Paul M. Thompson René Vidal

principal geodesic analysis riemannian manifold interpolation gradient descent spherical harmonics +7 more

NeuroImage 57 citations Published 2011-06-01
3D model alignment based on minimum projection area (2011)

Henry Johan Bo Li Yuanmin Wei Yuanmin Wei Iskandarsyah

orthographic projection principal axis theorem normalization particle swarm optimization cross product +6 more

The Visual Computer 17 citations Published 2011-06-01
Fast Learning Fully Complex-Valued Classifiers for Real-Valued Classification Problems (2011)

R. Savitha S. Suresh N. Sundararajan H. J. Kim

extreme learning machine linear classifier artificial neural network radial basis function network bilinear interpolation +6 more

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I 27 citations Published 2011-05-29
Semantic size does not matter: “Bigger” words are not recognized faster (2011)

Sean H. K. Kang Melvin J. Yap Chi-Shing Tse Christopher A. Kurby

lexical decision task lexical item lexicon semantics visual perception +7 more

Quarterly Journal of Experimental Psychology 14 citations Published 2011-05-27
Iris matching using multi-dimensional artificial neural network (2011)

R.M. Farouk R. Kumar K.A. Riad

iris recognition biometrics artificial neural network image texture pattern recognition +6 more

Iet Computer Vision 15 citations Published 2011-05-27
GPGPU Acceleration Algorithm for Medical Image Reconstruction (2011)

Virasin Archirapatkave Hendra Sumilo Simon Chong Wee See Tiranee Achalakul

3d reconstruction cuda visualization general purpose computing on graphics processing units iterative reconstruction +7 more

2011 IEEE Ninth International Symposium on Parallel and Distributed Processing with Applications 15 citations Published 2011-05-26
Extreme learning machines: a survey (2011)

Guang-Bin Huang Dian Hui Wang Yuan Lan

extreme learning machine computational intelligence artificial neural network support vector machine machine learning +6 more

International Journal of Machine Learning and Cybernetics 1,772 citations Published 2011-05-25
Spatially sparsed Common Spatial Pattern to improve BCI performance (2011)

Mahnaz Arvaneh Cuntai Guan Kai Keng Ang Hiok Chai Quek

pattern recognition covariance matrix brain computer interface common spatial pattern computer vision +6 more

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 16 citations Published 2011-05-22
Maximum likelihood adaptation of histogram equalization with constraint for robust speech recognition (2011)

Xiong Xiao Jinyu Li Eng Siong Chng Haizhou Li

acoustic model word error rate histogram equalization mixture model robustness +7 more

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 12 citations Published 2011-05-22
Keypoint-based near-duplicate images detection using affine invariant feature and color matching (2011)

Yue Wang ZuJun Hou Karianto Leman

affine transformation ransac feature extraction invariant histogram +7 more

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 13 citations Published 2011-05-22
A visual attention model combining top-down and bottom-up mechanisms for salient object detection (2011)

Yuming Fang Weisi Lin Chiew Tong Lau Bu-Sung Lee

visual search human visual system model object detection computational model visualization +7 more

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 23 citations Published 2011-05-22

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Placement of Accelerometers for High Sensing Resolution in Micromanipulation. (2011)

LFM signal detection using LPP-Hough transform (2011)

Fuzzy-rough discriminative feature selection and classification algorithm, with application to microarray and image datasets (2011)

Frame based segmentation for medical images (2011)

Feature Selection Using Probabilistic Prediction of Support Vector Regression (2011)

Fast Action Detection via Discriminative Random Forest Voting and Top-K Subvolume Search (2011)

Exposing Digital Image Forgeries by Detecting Discrepancies in Motion Blur (2011)

Down-Sampling Based Video Coding Using Super-Resolution Technique (2011)

ASSESSMENT OF SYNCHRONY IN MULTIPLE NEURAL SPIKE TRAINS USING LOGLINEAR POINT PROCESS MODELS. (2011)

A nonparametric Riemannian framework for processing high angular resolution diffusion images and its applications to ODF-based morphometry. (2011)

3D model alignment based on minimum projection area (2011)

Fast Learning Fully Complex-Valued Classifiers for Real-Valued Classification Problems (2011)

Semantic size does not matter: “Bigger” words are not recognized faster (2011)

Iris matching using multi-dimensional artificial neural network (2011)

GPGPU Acceleration Algorithm for Medical Image Reconstruction (2011)

Extreme learning machines: a survey (2011)

Spatially sparsed Common Spatial Pattern to improve BCI performance (2011)

Maximum likelihood adaptation of histogram equalization with constraint for robust speech recognition (2011)

Keypoint-based near-duplicate images detection using affine invariant feature and color matching (2011)

A visual attention model combining top-down and bottom-up mechanisms for salient object detection (2011)