Publications - Machine Learning SG

Online model checking approach based parameter estimation to a neuronal fate decision simulation model in Caenorhabditis elegans with hybrid functional Petri net with extension (2011)

Chen Li Masao Nagasaki Chuan Hock Koh Chuan Hock Koh Satoru Miyano

online model modeling and simulation model checking petri net simulation modeling +6 more

Molecular BioSystems 20 citations Published 2011-05-01
Obtaining depth map from segment-based stereo matching using graph cuts (2011)

Daolei Wang Kah Bin Lim

depth map cut cluster analysis similarity measure pixel +6 more

Journal of Visual Communication and Image Representation 56 citations Published 2011-05-01
Human Action Segmentation and Recognition Using Discriminative Semi-Markov Models (2011)

Qinfeng Shi Li Cheng Li Wang Alex Smola

optimization problem discriminative model markov model motion estimation segmentation +6 more

International Journal of Computer Vision 124 citations Published 2011-05-01
Guaranteed global performance through local coordinations (2011)

Mohammad Karimadini Hai Lin

multi agent system adaptive control counterexample robot theoretical computer science +6 more

Automatica 50 citations Published 2011-05-01
Continuous nearest-neighbor search in the presence of obstacles (2011)

Yunjun Gao Baihua Zheng Gang Chen Chun Chen Qing Li

nearest neighbor search nearest neighbor graph best bin first line segment k nearest neighbors algorithm +7 more

ACM Transactions on Database Systems 21 citations Published 2011-05-01
Automated Diagnosis of Glaucoma Using Texture and Higher Order Spectra Features (2011)

U Rajendra Acharya Sumeet Dua Xian Du S Vinitha Sree Chua Kuang Chua

glaucoma scanning laser polarimetry optical coherence tomography naive bayes classifier feature extraction +6 more

international conference of the ieee engineering in medicine and biology society 296 citations Published 2011-05-01
Saliency Density Maximization for Efficient Visual Objects Discovery (2011)

Ye Luo Junsong Yuan Ping Xue Qi Tian

kadir brady saliency detector object detection salience visual objects minimum bounding box +7 more

IEEE Transactions on Circuits and Systems for Video Technology 54 citations Published 2011-04-25
Backtracking-Based Matching Pursuit Method for Sparse Signal Reconstruction (2011)

Honglin Huang A Makur

matching pursuit backtracking compressed sensing signal reconstruction iterative method +6 more

IEEE Signal Processing Letters 119 citations Published 2011-04-25
An unbiased distance-based outlier detection approach for high-dimensional data (2011)

Hoang Vu Nguyen Vivekanand Gopalkrishnan Ira Assent

outlier anomaly detection curse of dimensionality clustering high dimensional data constant false alarm rate +7 more

DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I 25 citations Published 2011-04-22
Image denoising and deblurring: non-convex regularization, inverse diffusion and shock filter (2011)

ShuJun Fu ShuJun Fu CaiMing Zhang XueCheng Tai XueCheng Tai

deblurring anisotropic diffusion edge preserving smoothing image processing smoothing +6 more

Science in China Series F: Information Sciences 13 citations Published 2011-04-19
A Feature Subset Selection Method Based On High-Dimensional Mutual Information (2011)

Yun Zheng Chee Keong Kwoh

feature selection variation of information mutual information total correlation feature +7 more

Entropy 28 citations Published 2011-04-19
A generalized method for word sense disambiguation based on wikipedia (2011)

Chenliang Li Aixin Sun Anwitaman Datta

natural language processing information retrieval exploit computer science computation +2 more

ECIR 2011 Proceedings of the 33rd European Conference on Advances in Information Retrieval - Volume 6611 27 citations Published 2011-04-18
Is more always better? Effects of semantic richness on lexical decision, speeded pronunciation, and semantic classification. (2011)

Melvin J. Yap Sarah E. Tan Penny M. Pexman Ian S. Hargreaves

semantic similarity semeval semantic property lexical decision task semantic search +7 more

Psychonomic Bulletin & Review 136 citations Published 2011-04-15
Explore and Model Better I-Frames for Video Coding (2011)

M. Paul Weisi Lin Chiew-Tong Lau Bu-Sung Lee

residual frame inter frame reference frame video compression picture types intra frame +6 more

IEEE Transactions on Circuits and Systems for Video Technology 61 citations Published 2011-04-07
Game Theoretic Analysis for Spectrum Sharing with Multi-Hop Relaying (2011)

Yong Xiao Guoan Bi D Niyato

cognitive radio non cooperative game distributed algorithm stochastic game nash equilibrium +6 more

IEEE Transactions on Wireless Communications 51 citations Published 2011-04-05
Toward the Optimization of Normalized Graph Laplacian (2011)

Bo Xie Meng Wang Dacheng Tao

laplacian matrix spectral clustering spectral graph theory algebraic connectivity graph theory +6 more

IEEE Transactions on Neural Networks 20 citations Published 2011-04-01
Three-dimensional reference and stereotactic atlas of human cerebrovasculature from 7Tesla. (2011)

W.L. Nowinski B.C. Chua Y. Marchenko F. Puspitsari I. Volkau M.V. Knopp

brain atlas neuroradiology atlas neuroanatomy computer vision +5 more

NeuroImage 61 citations Published 2011-04-01
Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction (2011)

Xinbo Gao Xiumei Wang Dacheng Tao Xuelong Li

supervised learning semi supervised learning linear classifier unsupervised learning dimensionality reduction +7 more

systems man and cybernetics 70 citations Published 2011-04-01
Skeleton-aware size variations in digital mannequins (2011)

Mustafa Kasap Nadia Magnenat-Thalmann

animation computation computer graphics personalization human body model +6 more

The Visual Computer 14 citations Published 2011-04-01
PCA-based image recombination for multimodal 2D+3D face recognition (2011)

Gede Putra Kusuma Chin-Seng Chua

three dimensional face recognition face hallucination face detection facial recognition system biometrics +7 more

Image and Vision Computing 19 citations Published 2011-04-01

Previous Next

Online model checking approach based parameter estimation to a neuronal fate decision simulation model in Caenorhabditis elegans with hybrid functional Petri net with extension (2011)

Obtaining depth map from segment-based stereo matching using graph cuts (2011)

Human Action Segmentation and Recognition Using Discriminative Semi-Markov Models (2011)

Guaranteed global performance through local coordinations (2011)

Continuous nearest-neighbor search in the presence of obstacles (2011)

Automated Diagnosis of Glaucoma Using Texture and Higher Order Spectra Features (2011)

Saliency Density Maximization for Efficient Visual Objects Discovery (2011)

Backtracking-Based Matching Pursuit Method for Sparse Signal Reconstruction (2011)

An unbiased distance-based outlier detection approach for high-dimensional data (2011)

Image denoising and deblurring: non-convex regularization, inverse diffusion and shock filter (2011)

A Feature Subset Selection Method Based On High-Dimensional Mutual Information (2011)

A generalized method for word sense disambiguation based on wikipedia (2011)

Is more always better? Effects of semantic richness on lexical decision, speeded pronunciation, and semantic classification. (2011)

Explore and Model Better I-Frames for Video Coding (2011)

Game Theoretic Analysis for Spectrum Sharing with Multi-Hop Relaying (2011)

Toward the Optimization of Normalized Graph Laplacian (2011)

Three-dimensional reference and stereotactic atlas of human cerebrovasculature from 7Tesla. (2011)

Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction (2011)

Skeleton-aware size variations in digital mannequins (2011)

PCA-based image recombination for multimodal 2D+3D face recognition (2011)