Publications - Machine Learning SG

Image Quality Assessment with Degradation on Spatial Structure (2014)

Jinjian Wu Weisi Lin Guangming Shi

local binary patterns image quality human visual system model image processing feature extraction +7 more

IEEE Signal Processing Letters 34 citations Published 2014-02-05
Video Event Detection: From Subvolume Localization to Spatiotemporal Path Search (2014)

Du Tran Junsong Yuan David Forsyth

sliding window protocol search algorithm robustness computer vision data set +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 106 citations Published 2014-02-01
Tree Filtering: Efficient Structure-Preserving Smoothing With a Minimum Spanning Tree (2014)

Linchao Bao Yibing Song Qingxiong Yang Hao Yuan Gang Wang

minimum spanning tree based segmentation bilateral filter interval tree non local means segment tree +6 more

IEEE Transactions on Image Processing 110 citations Published 2014-02-01
Surface and contour-preserving origamic architecture paper pop-ups (2014)

Sang N. Le Su-Jun Leow Tuong-Vu Le-Nguyen Conrado Ruiz Kok-Lim Low

algorithm design solid modeling image segmentation segmentation computer vision +6 more

IEEE Transactions on Visualization and Computer Graphics 13 citations Published 2014-02-01
Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation (2014)

Luming Zhang Yue Gao Yingjie Xia Ke Lu Jialie Shen Rongrong Ji

scale space segmentation segmentation based object categorization image segmentation image texture standard test image +7 more

IEEE Transactions on Multimedia 206 citations Published 2014-02-01
Observer-Based Optical Manipulation of Biological Cells With Robotic Tweezers (2014)

Chien Chern Cheah Xiang Li Xiao Yan Dong Sun

camera resectioning observer optical tweezers cartesian coordinate system jacobian matrix and determinant +7 more

IEEE Transactions on Robotics 56 citations Published 2014-02-01
Merging trust in collaborative filtering to alleviate data sparsity and cold start (2014)

Guibing Guo Jie Zhang Daniel Thalmann

cold start collaborative filtering recommender system cold start machine learning +6 more

Knowledge Based Systems 229 citations Published 2014-02-01
mCENTRIST: A Multi-Channel Feature Generation Mechanism for Scene Categorization (2014)

Yang Xiao Jianxin Wu Junsong Yuan

color space rgb color model feature extraction sobel operator curse of dimensionality +6 more

IEEE Transactions on Image Processing 112 citations Published 2014-02-01
Linear Estimation Based Primary-Ambient Extraction for Stereo Audio Signals (2014)

Jianjun He Ee-Leng Tan Woon-Seng Gan

audio signal audio signal processing principal component analysis stereophonic sound least squares +6 more

IEEE Transactions on Audio, Speech, and Language Processing 29 citations Published 2014-02-01
Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization (2014)

Shenghua Gao Ivor Wai-Hung Tsang Yi Ma

machine readable dictionary k svd categorization contextual image classification natural language processing +6 more

IEEE Transactions on Image Processing 157 citations Published 2014-02-01
Higher order spectra analysis of breast thermograms for the automated identification of breast cancer (2014)

U. Rajendra Acharya U. Rajendra Acharya E.Y.K. Ng S. Vinitha Sree Chua Kuang Chua Subhagata Chattopadhyay

mammography breast cancer cancer support vector machine pattern recognition +7 more

Expert Systems 27 citations Published 2014-02-01
Geometric Optimum Experimental Design for Collaborative Image Retrieval (2014)

Lining Zhang Lipo Wang Weisi Lin Shuicheng Yan

image retrieval automatic image annotation relevance feedback support vector machine test data +7 more

IEEE Transactions on Circuits and Systems for Video Technology 66 citations Published 2014-02-01
A novel PBL-McRBFN-RFE approach for identification of critical brain regions responsible for Parkinson's disease (2014)

Giduthuri Sateesh Babu Sundaram Suresh Belathur Suresh Mahanand

support vector machine classifier radial basis function network voxel pattern recognition +6 more

Expert Systems With Applications 34 citations Published 2014-02-01
A behavioral database for masked form priming (2014)

James S. Adelman Rebecca L. Johnson Samantha F. McCormick Meredith McKague Sachiko Kinoshita Jeffrey S. Bowers Jason R. Perry Stephen Jeffrey Lupker Kenneth I. Forster Michael J. Cortese Michele Scaltritti Andrew J. Aschenbrenner Jennifer H. Coane Laurence White Melvin J. Yap Chris Davis Jeesun Kim Colin J. Davis Colin J. Davis

priming lexical decision task repetition priming vocabulary data collection +7 more

Behavior Research Methods 63 citations Published 2014-02-01
Sorting multiple classes in multi-dimensional ROC analysis: parametric and nonparametric approaches. (2014)

Jialiang Li Yanyu Chow Weng Kee Wong Tien Yin Wong

nonparametric statistics receiver operating characteristic parametric statistics sorting kruskal wallis one way analysis of variance +6 more

Biomarkers 11 citations Published 2014-01-30
An Autofocus Technique for High-Resolution Inverse Synthetic Aperture Radar Imagery (2014)

Lifan Zhao Lu Wang Guoan Bi Lei Yang

inverse synthetic aperture radar radar imaging undersampling autofocus motion compensation +7 more

IEEE Transactions on Geoscience and Remote Sensing 111 citations Published 2014-01-29
Predicting human gaze beyond pixels (2014)

Juan Xu Ming Jiang Shuo Wang Mohan S. Kankanhalli Qi Zhao

kadir brady saliency detector semantic gap salience semantics pixel +6 more

Journal of Vision 229 citations Published 2014-01-28
A Long-Term Reference Frame for Hierarchical B-Picture-Based Video Coding (2014)

Manoranjan Paul Weisi Lin Chiew-Tong Lau Bu Sung Lee

reference frame residual frame motion compensation inter frame video compression picture types +6 more

IEEE Transactions on Circuits and Systems for Video Technology 55 citations Published 2014-01-28
Collective prediction of protein functions from protein-protein interaction networks. (2014)

Qingyao Wu Yunming Ye Michael K Ng Shen-Shyang Ho Ruichao Shi

protein function prediction machine learning data mining markov chain computer science +7 more

BMC Bioinformatics 18 citations Published 2014-01-24
Body Surface Context: A New Robust Feature for Action Recognition From Depth Videos (2014)

Yan Song Jinhui Tang Fan Liu Shuicheng Yan

feature feature extraction point cloud cognitive neuroscience of visual object recognition rgb color model +7 more

IEEE Transactions on Circuits and Systems for Video Technology 56 citations Published 2014-01-24

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Image Quality Assessment with Degradation on Spatial Structure (2014)

Video Event Detection: From Subvolume Localization to Spatiotemporal Path Search (2014)

Tree Filtering: Efficient Structure-Preserving Smoothing With a Minimum Spanning Tree (2014)

Surface and contour-preserving origamic architecture paper pop-ups (2014)

Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation (2014)

Observer-Based Optical Manipulation of Biological Cells With Robotic Tweezers (2014)

Merging trust in collaborative filtering to alleviate data sparsity and cold start (2014)

mCENTRIST: A Multi-Channel Feature Generation Mechanism for Scene Categorization (2014)

Linear Estimation Based Primary-Ambient Extraction for Stereo Audio Signals (2014)

Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization (2014)

Higher order spectra analysis of breast thermograms for the automated identification of breast cancer (2014)

Geometric Optimum Experimental Design for Collaborative Image Retrieval (2014)

A novel PBL-McRBFN-RFE approach for identification of critical brain regions responsible for Parkinson's disease (2014)

A behavioral database for masked form priming (2014)

Sorting multiple classes in multi-dimensional ROC analysis: parametric and nonparametric approaches. (2014)

An Autofocus Technique for High-Resolution Inverse Synthetic Aperture Radar Imagery (2014)

Predicting human gaze beyond pixels (2014)

A Long-Term Reference Frame for Hierarchical B-Picture-Based Video Coding (2014)

Collective prediction of protein functions from protein-protein interaction networks. (2014)

Body Surface Context: A New Robust Feature for Action Recognition From Depth Videos (2014)