Publications - Machine Learning SG

Importance sampling of word patterns in DNA and protein sequences. (2010)

Hock Peng Chan Nancy Ruonan Zhang Louis H.Y. Chen

importance sampling monte carlo method rare events position specific scoring matrices inverted repeat sequences +6 more

Journal of Computational Biology 11 citations Published 2010-12-04
The development of a real-time wearable motion replication platform with spatial sensing and tactile feedback (2010)

Z. Q. Ding I. M. Chen S. H. Yeo

wearable computer body movement haptic technology tactile sensor motion estimation +6 more

2010 IEEE/RSJ International Conference on Intelligent Robots and Systems 11 citations Published 2010-12-03
Selection of Gabor filters for improved texture feature extraction (2010)

Weitao Li KeZhi Mao Hong Zhang Tianyou Chai

gabor filter kernel adaptive filter filter bank gabor wavelet feature extraction +7 more

2010 IEEE International Conference on Image Processing 26 citations Published 2010-12-03
Probability of love between robots and humans (2010)

Hooman Aghaebrahimi Samani Adrian David Cheok

human robot interaction robot bayesian network transition system probabilistic logic +5 more

2010 IEEE/RSJ International Conference on Intelligent Robots and Systems 16 citations Published 2010-12-03
Learning cell geometry models for cell image simulation: An unbiased approach (2010)

Wei Xiong Yanbo Wang S. H. Ong Joo Hwee Lim Lijun Jiang

image segmentation data modeling algorithm computer vision computer science +7 more

2010 IEEE International Conference on Image Processing 14 citations Published 2010-12-03
Extended Histogram of Gradients feature for human detection (2010)

Amit Satpathy Xudong Jiang How-Lung Eng

histogram matching adaptive histogram equalization balanced histogram thresholding histogram of oriented gradients histogram +7 more

2010 IEEE International Conference on Image Processing 19 citations Published 2010-12-03
Enhancing low light images using near infrared flash images (2010)

Shaojie Zhuo Xiaopeng Zhang Xiaoping Miao Terence Sim

computational photography photography computer vision near infrared spectroscopy computer graphics images +4 more

2010 IEEE International Conference on Image Processing 78 citations Published 2010-12-03
An MRF framework for joint registration and segmentation of natural and perfusion images (2010)

Dwarikanath Mahapatra Ying Sun

scale space segmentation image segmentation image registration segmentation active contour model +7 more

2010 IEEE International Conference on Image Processing 11 citations Published 2010-12-03
Adaptive patch size determination for patch-based image completion (2010)

Hailing Zhou Jianmin Zheng

image gradient pixel histogram optimization problem iterative method +6 more

2010 IEEE International Conference on Image Processing 15 citations Published 2010-12-03
Visual-Context Boosting for Eye Detection (2010)

Mingli Song Dacheng Tao Zhuo Sun Xuelong Li

object detection feature extraction haar like features boosting reference region +7 more

systems man and cybernetics 22 citations Published 2010-12-01
Understanding consumer heterogeneity: A business intelligence application of neural networks (2010)

Yoichi Hayashi Ming-Huei Hsieh Rudy Setiono

artificial neural network business intelligence decision tree machine learning artificial intelligence +2 more

Knowledge Based Systems 26 citations Published 2010-12-01
Tendon sheath analysis for estimation of distal end force and elongation for sensorless distal end (2010)

S. j. Phee S. c. Low P. Dario A. Menciassi

tendon sheath robot end effector tendon position sensor robotics +6 more

Robotica 72 citations Published 2010-12-01
Semi-supervised feature selection based on label propagation and subset selection (2010)

Yun Liu Feiping Nie Jigang Wu Lihui Chen

feature selection feature dimensionality reduction feature extraction clustering high dimensional data +7 more

2010 International Conference on Computer and Information Application 19 citations Published 2010-12-01
Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis (2010)

Yi Yang Yueting Zhuang Dacheng Tao Dong Xu Jun Yu Jiebo Luo

color histogram image retrieval gesture recognition feature extraction histogram +6 more

IEEE Transactions on Circuits and Systems for Video Technology 16 citations Published 2010-12-01
Re-texturing by Intrinsic Video (2010)

Xing Yan Jianbing Shen Ying He Xiaoyang Mao

image texture video quality image segmentation pixel segmentation +7 more

2010 International Conference on Digital Image Computing: Techniques and Applications 15 citations Published 2010-12-01
Random Walks on Graphs for Salient Object Detection in Images (2010)

Viswanath Gopalakrishnan Yiqun Hu Deepu Rajan

random geometric graph clustering coefficient multigraph random graph graph +6 more

IEEE Transactions on Image Processing 202 citations Published 2010-12-01
Optimization method based extreme learning machine for classification (2010)

Guang-Bin Huang Xiaojian Ding Hongming Zhou

extreme learning machine support vector machine feedforward neural network machine learning feed forward +3 more

Neurocomputing 860 citations Published 2010-12-01
Multiview Spectral Embedding (2010)

Tian Xia Dacheng Tao Tao Mei Yongdong Zhang

embedding image retrieval dimensionality reduction feature extraction document clustering +6 more

systems man and cybernetics 418 citations Published 2010-12-01
Multivariate statistical monitoring of two-dimensional dynamic batch processes utilizing non-Gaussian information (2010)

Yuan Yao Tao Chen Furong Gao

batch processing gaussian process gaussian joint probability distribution mixture model +7 more

Journal of Process Control 32 citations Published 2010-12-01
Local histogram based geometric invariant image watermarking (2010)

Cheng Deng Xinbo Gao Xuelong Li Dacheng Tao

watermark feature extraction digital watermarking image processing scale space +7 more

Signal Processing 69 citations Published 2010-12-01

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Importance sampling of word patterns in DNA and protein sequences. (2010)

The development of a real-time wearable motion replication platform with spatial sensing and tactile feedback (2010)

Selection of Gabor filters for improved texture feature extraction (2010)

Probability of love between robots and humans (2010)

Learning cell geometry models for cell image simulation: An unbiased approach (2010)

Extended Histogram of Gradients feature for human detection (2010)

Enhancing low light images using near infrared flash images (2010)

An MRF framework for joint registration and segmentation of natural and perfusion images (2010)

Adaptive patch size determination for patch-based image completion (2010)

Visual-Context Boosting for Eye Detection (2010)

Understanding consumer heterogeneity: A business intelligence application of neural networks (2010)

Tendon sheath analysis for estimation of distal end force and elongation for sensorless distal end (2010)

Semi-supervised feature selection based on label propagation and subset selection (2010)

Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis (2010)

Re-texturing by Intrinsic Video (2010)

Random Walks on Graphs for Salient Object Detection in Images (2010)

Optimization method based extreme learning machine for classification (2010)

Multiview Spectral Embedding (2010)

Multivariate statistical monitoring of two-dimensional dynamic batch processes utilizing non-Gaussian information (2010)

Local histogram based geometric invariant image watermarking (2010)