Publications - Machine Learning SG

An Efficient EM Algorithm for Energy-Based Multisource Localization in Wireless Sensor Networks (2011)

Wei Meng Wendong Xiao Lihua Xie

algorithm design computational complexity theory wireless sensor network parameterized complexity expectation maximization algorithm +7 more

IEEE Transactions on Instrumentation and Measurement 112 citations Published 2011-02-07
A survey on super-resolution imaging (2011)

Jing Tian Kai-Kuang Ma

visualization computer vision computer graphics images computation regularization +7 more

Signal, Image and Video Processing 257 citations Published 2011-02-03
Privacy Protection of Fingerprint Database (2011)

Sheng Li A C Kot

fingerprint verification competition fingerprint recognition fingerprint information hiding binary image +7 more

IEEE Signal Processing Letters 26 citations Published 2011-02-01
Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours (2011)

Turgay Celik Kai-Kuang Ma

change detection wavelet discrete wavelet transform wavelet transform image segmentation +6 more

IEEE Transactions on Geoscience and Remote Sensing 127 citations Published 2011-02-01
Mining Iterative Generators and Representative Rules for Software Specification Discovery (2011)

D Lo Jinyan Li Iimsoon wong Siau-Cheng Khoo

iterative method software design software requirements specification software maintenance software development +7 more

IEEE Transactions on Knowledge and Data Engineering 13 citations Published 2011-02-01
Image annotation by k NN-sparse graph-based label propagation over noisily tagged web images (2011)

Jinhui Tang Richang Hong Shuicheng Yan Tat-Seng Chua Guo-Jun Qi Ramesh Jain

dense graph semi supervised learning automatic image annotation discriminative model pattern recognition +7 more

ACM Transactions on Intelligent Systems and Technology 258 citations Published 2011-02-01
Getting rid of the wires: Curved Layer Fused Deposition Modeling in Conductive Polymer Additive Manufacturing (2011)

Olaf Diegel Sarat Singamneni Ben Huang Ian Gibson

fused deposition modeling printed circuit board electronic circuit mechatronics conductive polymer +7 more

Key Engineering Materials 127 citations Published 2011-02-01
Feature Matching in Time Series Modeling (2011)

Yingcun Xia Howell Tong

time series joint probability distribution bayesian statistics observational error spectral density +7 more

Statistical Science 31 citations Published 2011-02-01
Error tolerance based support vector machine for regression (2011)

Guoqi Li Changyun Wen Guang-Bin Huang Yan Chen

least squares support vector machine structured support vector machine relevance vector machine sequential minimal optimization margin classifier +6 more

Neurocomputing 26 citations Published 2011-02-01
Double Updating Online Learning (2011)

Peilin Zhao Steven C. H. Hoi Rong Jin

online machine learning active learning instance based learning semi supervised learning stability +6 more

Journal of Machine Learning Research 104 citations Published 2011-02-01
Distance metric learning from uncertain side information for automated photo tagging (2011)

Lei Wu Steven C.H. Hoi Rong Jin Jianke Zhu Nenghai Yu

supervised learning social web content based image retrieval metric annotation +7 more

ACM Transactions on Intelligent Systems and Technology 19 citations Published 2011-02-01
Direct Intermode Selection for H.264 Video Coding Using Phase Correlation (2011)

M Paul Weisi Lin Chiew Tong Lau Bu-sung Lee

quarter pixel motion motion estimation motion vector motion compensation motion detection +7 more

IEEE Transactions on Image Processing 76 citations Published 2011-02-01
Differential Evolution: A Survey of the State-of-the-Art (2011)

S Das P N Suganthan

evolutionary algorithm evolutionary computation population differential evolution stochastic programming +7 more

IEEE Transactions on Evolutionary Computation 4,071 citations Published 2011-02-01
Biologically Inspired Features for Scene Classification in Video Surveillance (2011)

Kaiqi Huang Dacheng Tao Yuan Yuan Xuelong Li Tieniu Tan

contextual image classification feature extraction pattern recognition computer vision robustness +5 more

systems man and cybernetics 112 citations Published 2011-02-01
An Extension to Fuzzy Cognitive Maps for Classification and Prediction (2011)

H J Song C Y Miao R Wuyts Z Q Shen Maja D'Hondt F Catthoor

fuzzy cognitive map fuzzy logic artificial neural network function approximation artificial intelligence +6 more

IEEE Transactions on Fuzzy Systems 76 citations Published 2011-02-01
A probabilistic fuzzy approach to modeling nonlinear systems (2011)

Song Hengjie Chunyan Miao Zhiqi Shen Wuyts Roel Maja D'Hondt Catthoor Francky

defuzzification neuro fuzzy fuzzy number fuzzy logic fuzzy set operations +6 more

Neurocomputing 18 citations Published 2011-02-01
A Laplacian Approach to Multi-Oriented Text Detection in Video (2011)

P Shivakumara Trung Quy Phan Chew Lim Tan

object detection connected component cluster analysis image processing connected component labeling +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 340 citations Published 2011-02-01
A GPU framework for parallel segmentation of volumetric images using discrete deformable models (2011)

Jérôme Schmid José A. Iglesias Guitián Enrico Gobbetti Nadia Magnenat-Thalmann

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

The Visual Computer 15 citations Published 2011-02-01
A Fuzzy Clustering Algorithm for Virtual Character Animation Representation (2011)

Boon-Seng Chew Lap-Pui Chau Kim-Hui Yap

humanoid animation motion estimation data compression computer animation character animation +7 more

IEEE Transactions on Multimedia 17 citations Published 2011-02-01
A Fast Sub-Pixel Motion Estimation Algorithm for H.264/AVC Video Coding (2011)

Weiyao Lin K Panusopone D M Baylon Ming-Ting Sun Zhenzhong Chen Hongxiang Li

motion estimation computational complexity theory interpolation computation image processing +7 more

IEEE Transactions on Circuits and Systems for Video Technology 55 citations Published 2011-02-01

Previous Next

An Efficient EM Algorithm for Energy-Based Multisource Localization in Wireless Sensor Networks (2011)

A survey on super-resolution imaging (2011)

Privacy Protection of Fingerprint Database (2011)

Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours (2011)

Mining Iterative Generators and Representative Rules for Software Specification Discovery (2011)

Image annotation by k NN-sparse graph-based label propagation over noisily tagged web images (2011)

Getting rid of the wires: Curved Layer Fused Deposition Modeling in Conductive Polymer Additive Manufacturing (2011)

Feature Matching in Time Series Modeling (2011)

Error tolerance based support vector machine for regression (2011)

Double Updating Online Learning (2011)

Distance metric learning from uncertain side information for automated photo tagging (2011)

Direct Intermode Selection for H.264 Video Coding Using Phase Correlation (2011)

Differential Evolution: A Survey of the State-of-the-Art (2011)

Biologically Inspired Features for Scene Classification in Video Surveillance (2011)

An Extension to Fuzzy Cognitive Maps for Classification and Prediction (2011)

A probabilistic fuzzy approach to modeling nonlinear systems (2011)

A Laplacian Approach to Multi-Oriented Text Detection in Video (2011)

A GPU framework for parallel segmentation of volumetric images using discrete deformable models (2011)

A Fuzzy Clustering Algorithm for Virtual Character Animation Representation (2011)

A Fast Sub-Pixel Motion Estimation Algorithm for H.264/AVC Video Coding (2011)