Publications - Machine Learning SG

RGBD-HuDaAct: A Color-Depth Video Database for Human Daily Activity Recognition. (2013)

Bingbing Ni Gang Wang Pierre Moulin

color depth activity recognition computer vision computer science artificial intelligence

Consumer Depth Cameras for Computer Vision 266 citations Published 2013-01-01
Real-Time Fractal-Based Valence Level Recognition from EEG (2013)

Yisi Liu Olga Sourina

fractal fractal dimension electroencephalography affect pattern recognition +6 more

Trans. Computational Science 66 citations Published 2013-01-01
Perceptual Quality Metric With Internal Generative Mechanism (2013)

Jinjian Wu Weisi Lin Guangming Shi Anmin Liu

image quality human visual system model visual perception image processing quality score +6 more

IEEE Transactions on Image Processing 229 citations Published 2013-01-01
PDES-MAS: Distributed Simulation of Multi-agent Systems☆ (2013)

Vinoth Suryanarayanan Georgios K. Theodoropoulos Michael Lees

system of systems multi agent system complex systems load balancing systems biology +5 more

international conference on conceptual structures 20 citations Published 2013-01-01
Outlier-Robust PCA: The High-Dimensional Case (2013)

Huan Xu C. Caramanis S. Mannor

robust principal component analysis outlier robustness approximation algorithm principal component analysis +6 more

IEEE Transactions on Information Theory 113 citations Published 2013-01-01
Off-Grid Direction of Arrival Estimation Using Sparse Bayesian Inference (2013)

Zai Yang Lihua Xie Cishen Zhang

direction of arrival signal reconstruction bayesian inference iterative method grid +7 more

IEEE Transactions on Signal Processing 444 citations Published 2013-01-01
Multichannel EEG Compression: Wavelet-Based Image and Volumetric Coding Approach (2013)

K. Srinivasan J. Dauwels M. R. Reddy

data compression lossless compression lossy compression wavelet transform wavelet +6 more

IEEE Journal of Biomedical and Health Informatics 71 citations Published 2013-01-01
Model-Based Online Learning With Kernels (2013)

Guoqi Li Changyun Wen Zheng Guo Li Aimin Zhang Feng Yang Kezhi Mao

support vector machine stochastic gradient descent novelty detection optimization problem reproducing kernel hilbert space +6 more

IEEE Transactions on Neural Networks 38 citations Published 2013-01-01
Meta-cognitive RBF Network and its Projection Based Learning algorithm for classification problems (2013)

G. Sateesh Babu S. Suresh

radial basis function network principles of learning classifier initialization artificial intelligence +7 more

Applied Soft Computing 101 citations Published 2013-01-01
Large-Scale Multiobjective Static Test Generation for Web-Based Testing with Integer Programming (2013)

M. L. Nguyen Siu Cheung Hui A. C. M. Fong

test management approach integer programming web application multi objective optimization linear programming +6 more

IEEE Transactions on Learning Technologies 12 citations Published 2013-01-01
Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications (2013)

Shenghua Gao Ivor Wai-Hung Tsang Liang-Tien Chia

sparse approximation neural coding sparse matrix quantization coding +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 364 citations Published 2013-01-01
Image-guided neurosurgery with 3-dimensional multimodal imaging data on a stereoscopic monitor. (2013)

Ralf A. Kockro Robert Reisch Luis Serra Lin Chia Goh Eugene Lee Axel T. Stadie

navigation system stereoscopy dextroscope inertial measurement unit software +7 more

Neurosurgery 23 citations Published 2013-01-01
Hybrid Saliency Detection for Images (2013)

Zhenzhong Chen Junsong Yuan Yap-Peng Tan

salience image processing visual perception pattern recognition computer vision +7 more

IEEE Signal Processing Letters 13 citations Published 2013-01-01
Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint (2013)

Xiao Fu Wing-Kin Ma Tsung-Han Chan Jose M. Bioucas-Dias Marian-Daniel Iordache

greedy algorithm hyperspectral imaging pixel pattern recognition mathematics +5 more

21st European Signal Processing Conference (EUSIPCO 2013) 18 citations Published 2013-01-01
GPU-Accelerated Real-Time Tracking of Full-Body Motion With Multi-Layer Search (2013)

Zheng Zhang Hock Soon Seah Chee Kwang Quah Jixiang Sun

3d pose estimation pose cuda distance transform graphics processing unit +6 more

IEEE Transactions on Multimedia 53 citations Published 2013-01-01
Global task-space adaptive control of robot (2013)

Xiang Li Chien Chern Cheah

robot control feed forward adaptive control control system robot +7 more

Automatica 31 citations Published 2013-01-01
Exemplar-based unit selection for voice conversion utilizing temporal information (2013)

Zhizheng Wu Tuomas Virtanen Tomi Kinnunen Eng Siong Chng Haizhou Li

voice activity detection concatenation mixture model speech recognition pattern recognition +7 more

INTERSPEECH 24 citations Published 2013-01-01
eT2FIS: An Evolving Type-2 Neural Fuzzy Inference System (2013)

S. W. Tung C. Quek C. Guan

neuro fuzzy fuzzy set operations fuzzy rule adaptive neuro fuzzy inference system fuzzy classification +6 more

Information Sciences 91 citations Published 2013-01-01
EEG signal processing: Theory and applications (2013)

Nitish V. Thakor David L. Sherman

electroencephalography entropy wavelet spectral density frequency band +6 more

14 citations Published 2013-01-01
Dynamic Analysis and Modeling of Jansen Mechanism (2013)

Shunsuke Nansai Shunsuke Nansai Mohan Rajesh Elara Masami Iwase

payload robotics trajectory projection method efficient energy use +7 more

Procedia Engineering 31 citations Published 2013-01-01

Previous Next

RGBD-HuDaAct: A Color-Depth Video Database for Human Daily Activity Recognition. (2013)

Real-Time Fractal-Based Valence Level Recognition from EEG (2013)

Perceptual Quality Metric With Internal Generative Mechanism (2013)

PDES-MAS: Distributed Simulation of Multi-agent Systems☆ (2013)

Outlier-Robust PCA: The High-Dimensional Case (2013)

Off-Grid Direction of Arrival Estimation Using Sparse Bayesian Inference (2013)

Multichannel EEG Compression: Wavelet-Based Image and Volumetric Coding Approach (2013)

Model-Based Online Learning With Kernels (2013)

Meta-cognitive RBF Network and its Projection Based Learning algorithm for classification problems (2013)

Large-Scale Multiobjective Static Test Generation for Web-Based Testing with Integer Programming (2013)

Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications (2013)

Image-guided neurosurgery with 3-dimensional multimodal imaging data on a stereoscopic monitor. (2013)

Hybrid Saliency Detection for Images (2013)

Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint (2013)

GPU-Accelerated Real-Time Tracking of Full-Body Motion With Multi-Layer Search (2013)

Global task-space adaptive control of robot (2013)

Exemplar-based unit selection for voice conversion utilizing temporal information (2013)

eT2FIS: An Evolving Type-2 Neural Fuzzy Inference System (2013)

EEG signal processing: Theory and applications (2013)

Dynamic Analysis and Modeling of Jansen Mechanism (2013)