Journal ArticleDOI
Pattern Classification and Scene Analysis.
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This article is published in Journal of the American Statistical Association.The article was published on 1974-09-01. It has received 14948 citations till now.read more
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Stochastic Simulation of Patterns Using Distance-Based Pattern Modeling
Mehrdad Honarkhah,Jef Caers +1 more
TL;DR: A novel, principled and unified technique for pattern analysis and generation that ensures computational efficiency and enables a straightforward incorporation of domain knowledge will be presented and has the potential to reduce computational time significantly.
Journal ArticleDOI
A lexicon driven approach to handwritten word recognition for real-time applications
Gyeonghwan Kim,Venu Govindaraju +1 more
TL;DR: Experimental results prove that the approach using the variable duration outperforms the method using fixed duration in terms of both accuracy and speed.
Journal ArticleDOI
Resampling Method for Unsupervised Estimation of Cluster Validity
Erel Levine,Eytan Domany +1 more
TL;DR: In this article, the authors introduce a method for validation of results obtained by clustering analysis of data based on resampling the available data, and a figure of merit that measures the stability of clustering solutions against resample is introduced.
Proceedings ArticleDOI
Detecting hidden messages using higher-order statistical models
TL;DR: A new approach to detecting hidden messages in images is described, which uses a wavelet-like decomposition to build higher-order statistical models of natural images and a Fisher (1936) linear discriminant analysis is used to discriminate between untouched and adulterated images.
Journal ArticleDOI
An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images
TL;DR: An iterative algorithm which allows the probabilities of transitions to be estimated directly from the images under investigation, which may provide remarkably better detection accuracy than the "Post Classification Comparison" algorithm, which is based on the separate classifications of the two images.