Publications - Machine Learning SG

Indexing the Distance: An Efficient Method to KNN Processing (2001)

Cui Yu Beng Chin Ooi Kian-Lee Tan H. V. Jagadish

idistance nearest neighbor search ball tree cover tree search engine indexing +5 more

VLDB '01 Proceedings of the 27th International Conference on Very Large Data Bases 422 citations Published 2001-09-11
Text extraction from gray scale document images using edge information (2001)

Q. Yuan C.L. Tan

document layout analysis edge detection feature extraction line segment grayscale +7 more

Proceedings of Sixth International Conference on Document Analysis and Recognition 74 citations Published 2001-09-10
Recovery of distorted document images from bound volumes (2001)

Zheng Zhang Chew Lim Tan

shadow perspective distortion distortion image restoration connected component labeling +6 more

Proceedings of Sixth International Conference on Document Analysis and Recognition 28 citations Published 2001-09-10
Chart analysis and recognition in document images (2001)

Yanping Zhou Chew Lim Tan

signature recognition feature extraction hidden markov model chart handwriting recognition +6 more

Proceedings of Sixth International Conference on Document Analysis and Recognition 13 citations Published 2001-09-10
An approach to word image matching based on weighted Hausdorff distance (2001)

Yue Lu Chew Lim Tan Weihua Huang Liying Fan

hausdorff distance image segmentation optical character recognition pixel normalization +7 more

Proceedings of Sixth International Conference on Document Analysis and Recognition 102 citations Published 2001-09-10
Text/Graphics Separation in Maps (2001)

Ruini Cao Chew Lim Tan

vector graphics real time computer graphics graphics computer vision computer science +6 more

GREC '01 Selected Papers from the Fourth International Workshop on Graphics Recognition Algorithms and Applications 127 citations Published 2001-09-07
A Markov Random Field Image Segmentation Model Using Combined Color and Texture Features (2001)

Zoltan Kato Ting-Chuen Pong

image texture image segmentation color image markov random field markov model +7 more

CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns 20 citations Published 2001-09-05
Separation of overlapping text from graphics (2001)

Ruini Cao Chew Lim Tan

real time computer graphics graphics optical character recognition image segmentation pattern recognition +7 more

Proceedings of Sixth International Conference on Document Analysis and Recognition 24 citations Published 2001-09-01
Improved financial time series forecasting by combining Support Vector Machines with self-organizing feature map (2001)

Francis Eng Hock Tay Li Juan Cao

support vector machine cluster analysis kernel disjoint sets convergence +7 more

intelligent data analysis 133 citations Published 2001-09-01
Classification of freeway traffic patterns for incident detection using constructive probabilistic neural networks (2001)

Xin Jin D. Srinivasan Ruey Long Cheu

probabilistic neural network constant false alarm rate probabilistic logic artificial neural network cluster analysis +7 more

IEEE Transactions on Neural Networks 87 citations Published 2001-09-01
ARTIFICIAL LIFE FOR IMAGE SEGMENTATION (2001)

Hao He Yan Qiu Chen

image processing image segmentation color image computer graphics artificial life +6 more

International Journal of Pattern Recognition and Artificial Intelligence 11 citations Published 2001-09-01
An Object-Based Shot Boundary Detection Using Edge Tracing and Tracking (2001)

Wei Jyh Heng King N. Ngan King N. Ngan

video tracking tracing timestamp computer vision trial and error +5 more

Journal of Visual Communication and Image Representation 59 citations Published 2001-09-01
A simple Physics model to animate human hair modeled in 2D strips in real time (2001)

Chuan Koon Koh Zhiyong Huang

procedural animation polygon mesh polygon collision detection parametric surface +8 more

Proceedings of the Eurographic workshop on Computer animation and simulation 71 citations Published 2001-09-01
Identifying non-actionable association rules (2001)

Bing Liu Wynne Hsu Yiming Ma

association rule learning machine learning data mining spurious relationship computer science +4 more

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining 82 citations Published 2001-08-26
HMM modeling for audio-visual speech recognition (2001)

Qi Zhi M.N. Kaynak K. Sengupta A.D. Cheok C.C. Ko

audio visual speech recognition acoustic model voice activity detection speaker recognition speech coding +7 more

IEEE International Conference on Multimedia and Expo, 2001. ICME 2001. 13 citations Published 2001-08-22
Fusion of two different motion cues for intelligent video surveillance (2001)

Liyuan Li M.K.H. Leung

motion detection background subtraction object detection fuzzy logic pixel +6 more

Proceedings of IEEE Region 10 International Conference on Electrical and Electronic Technology. TENCON 2001 (Cat. No.01CH37239) 14 citations Published 2001-08-19
Perceptual texture space improves perceptual consistency of computational features (2001)

Huizhong Long Wee Kheng Leow

ideal observer analysis perceptual system perception pattern recognition yardstick +3 more

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2 14 citations Published 2001-08-04
Fuzzy conceptual graphs for matching images of natural scenes (2001)

Philippe Mulhem Wee Kheng Leow Yoong Keok Lee

3 dimensional matching blossom algorithm graph graph property subgraph isomorphism problem +6 more

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2 30 citations Published 2001-08-04
Unsupervised texture segmentation with one-step mean shift and boundary Markov random fields (2001)

Xiangyu Yang Jun Liu

markov random field image segmentation scale space segmentation random field hidden markov model +6 more

Pattern Recognition Letters 17 citations Published 2001-08-01
Support vector machines for face recognition (2001)

Guodong Guo Stan Z. Li Kap Luk Chan

feature eigenface facial recognition system support vector machine binary tree +7 more

Image and Vision Computing 627 citations Published 2001-08-01

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Indexing the Distance: An Efficient Method to KNN Processing (2001)

Text extraction from gray scale document images using edge information (2001)

Recovery of distorted document images from bound volumes (2001)

Chart analysis and recognition in document images (2001)

An approach to word image matching based on weighted Hausdorff distance (2001)

Text/Graphics Separation in Maps (2001)

A Markov Random Field Image Segmentation Model Using Combined Color and Texture Features (2001)

Separation of overlapping text from graphics (2001)

Improved financial time series forecasting by combining Support Vector Machines with self-organizing feature map (2001)

Classification of freeway traffic patterns for incident detection using constructive probabilistic neural networks (2001)

ARTIFICIAL LIFE FOR IMAGE SEGMENTATION (2001)

An Object-Based Shot Boundary Detection Using Edge Tracing and Tracking (2001)

A simple Physics model to animate human hair modeled in 2D strips in real time (2001)

Identifying non-actionable association rules (2001)

HMM modeling for audio-visual speech recognition (2001)

Fusion of two different motion cues for intelligent video surveillance (2001)

Perceptual texture space improves perceptual consistency of computational features (2001)

Fuzzy conceptual graphs for matching images of natural scenes (2001)

Unsupervised texture segmentation with one-step mean shift and boundary Markov random fields (2001)

Support vector machines for face recognition (2001)