Publications - Machine Learning SG

Colour image segmentation using the self-organizing map and adaptive resonance theory (2005)

N. C. Yeo K. H. Lee Y. V. Venkatesh S. H. Ong

adaptive resonance theory self organizing map artificial neural network fuzzy logic segmentation +5 more

Image and Vision Computing 65 citations Published 2005-11-01
A probabilistic approach for foreground and shadow segmentation in monocular image sequences (2005)

Yang Wang Tele Tan Kia-Fock Loe Jian-Kang Wu

image segmentation scale space segmentation shadow segmentation markov random field +7 more

Pattern Recognition 27 citations Published 2005-11-01
ERkNN: efficient reverse k-nearest neighbors retrieval with local kNN-distance estimation (2005)

Chenyi Xia Wynne Hsu Mong Li Lee

search algorithm k nearest neighbors algorithm curse of dimensionality data mining scalability +7 more

Proceedings of the 14th ACM international conference on Information and knowledge management 19 citations Published 2005-10-31
Segmentation of neighboring organs in medical image with model competition (2005)

Pingkun Yan Weijia Shen Ashraf A. Kassim Mubarak Shah

active shape model image segmentation maximum a posteriori estimation segmentation level set +7 more

MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I 14 citations Published 2005-10-26
MRA image segmentation with capillary active contour (2005)

Pingkun Yan Ashraf A. Kassim

scale space segmentation image segmentation active contour model segmentation computer aided diagnosis +6 more

MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I 24 citations Published 2005-10-26
A novel 3d partitioned active shape model for segmentation of brain MR images (2005)

Zheen Zhao Stephen R. Aylward Eam Khwang Teoh

point distribution model active shape model segmentation point cloud principal component analysis +7 more

MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I 59 citations Published 2005-10-26
Decompose algorithm for thresholding degraded historical document images (2005)

Y. Chen G. Leedham

thresholding balanced histogram thresholding historical document feature extraction feature vector +8 more

IEE Proceedings - Vision, Image, and Signal Processing 64 citations Published 2005-10-24
Software and method for embedding data in two color images (2005)

Alex Chi Chung Kot Huijuan Yang Jun Liu

pixel connectivity color co site sampling random walker algorithm pixel watermark +6 more

14 citations Published 2005-10-21
Segmentation of 3d CT volume images using a single 2d atlas (2005)

Feng Ding Wee Kheng Leow Shih-Chang Wang

scale space segmentation image segmentation segmentation atlas computer vision +5 more

CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications 21 citations Published 2005-10-21
Automatic extraction of femur contours from hip x-ray images (2005)

Ying Chen Xianhe Ee Wee Kheng Leow Tet Sen Howe

segmentation computer vision homogeneity femur computer science +5 more

CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications 72 citations Published 2005-10-21
Retrieval with knowledge-driven kernel design: an approach to improving SVM-based CBIR with relevance feedback (2005)

Lei Wang Yan Gao Kap Luk Chan Ping Xue Wei-Yun Yau

image retrieval relevance feedback support vector machine kernel overhead +7 more

Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 22 citations Published 2005-10-17
Geometric and photometric restoration of distorted documents (2005)

Mingxuan Sun Ruigang Yang Lin Yun G. Landon B. Seales M.S. Brown

image restoration distortion computational geometry parametric model computer vision +6 more

Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 34 citations Published 2005-10-17
Color image denoising using wavelets and minimum cut analysis (2005)

Nai-Xiang Lian V. Zagorodnov Yap-Peng Tan

video denoising non local means wavelet transform wavelet grayscale +7 more

IEEE Signal Processing Letters 19 citations Published 2005-10-17
Ordered incremental training for GA-based classifiers (2005)

Fangming Zhu Steven Guan

classification rule genetic algorithm machine learning data mining data set +2 more

Pattern Recognition Letters 14 citations Published 2005-10-15
Method and system of entropy-based image registration (2005)

Sim Ong Ek Tan Chye Yan Shih Wang

entropy conditional probability distribution multivariate normal distribution image registration pattern recognition +2 more

13 citations Published 2005-10-13
Computed tomography system and method (2005)

Tong Liu

detector beam optics computer vision engineering +3 more

11 citations Published 2005-10-13
Discovering relations between named entities from a large raw corpus using tree similarity-based clustering (2005)

Min Zhang Jian Su Danmei Wang Guodong Zhou Chew Lim Tan

single linkage clustering correlation clustering parse tree cluster analysis hierarchical clustering +6 more

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing 100 citations Published 2005-10-11
Automatic relation extraction with model order selection and discriminative label identification (2005)

Chen Jinxiu Ji Donghong Tan Chew Lim Niu Zhengyu

discriminative model relationship extraction cluster analysis system identification entity relationship model +7 more

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing 18 citations Published 2005-10-11
A twin-candidate model of coreference resolution with non-anaphor identification capability (2005)

Xiaofeng Yang Jian Su Chew Lim Tan

coreference speech processing natural language classifier natural language processing +4 more

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing 12 citations Published 2005-10-11
Named entity recognition for the indonesian language: combining contextual, morphological and part-of-speech features into a knowledge engineering approach (2005)

Indra Budi Stéphane Bressan Gatot Wahyudi Zainal A. Hasibuan Bobby A. A. Nazief

entity linking named entity recognition rule based system knowledge extraction knowledge engineering +6 more

DS'05 Proceedings of the 8th international conference on Discovery Science 29 citations Published 2005-10-08

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Colour image segmentation using the self-organizing map and adaptive resonance theory (2005)

A probabilistic approach for foreground and shadow segmentation in monocular image sequences (2005)

ERkNN: efficient reverse k-nearest neighbors retrieval with local kNN-distance estimation (2005)

Segmentation of neighboring organs in medical image with model competition (2005)

MRA image segmentation with capillary active contour (2005)

A novel 3d partitioned active shape model for segmentation of brain MR images (2005)

Decompose algorithm for thresholding degraded historical document images (2005)

Software and method for embedding data in two color images (2005)

Segmentation of 3d CT volume images using a single 2d atlas (2005)

Automatic extraction of femur contours from hip x-ray images (2005)

Retrieval with knowledge-driven kernel design: an approach to improving SVM-based CBIR with relevance feedback (2005)

Geometric and photometric restoration of distorted documents (2005)

Color image denoising using wavelets and minimum cut analysis (2005)

Ordered incremental training for GA-based classifiers (2005)

Method and system of entropy-based image registration (2005)

Computed tomography system and method (2005)

Discovering relations between named entities from a large raw corpus using tree similarity-based clustering (2005)

Automatic relation extraction with model order selection and discriminative label identification (2005)

A twin-candidate model of coreference resolution with non-anaphor identification capability (2005)

Named entity recognition for the indonesian language: combining contextual, morphological and part-of-speech features into a knowledge engineering approach (2005)