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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Data Mining and Machine Learning in Astronomy
TL;DR: An overview of the entire data mining process, from data collection through to the interpretation of results, concludes that, so long as one carefully selects an appropriate algorithm, and is guided by the astronomical problem at hand, data mining can be very much the powerful tool, and not the questionable black box.
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Image Segmentation and Feature Extraction
TL;DR: An overview of present computer techniques of partitioning continuous-tone images into meaningful segments and of characterizing these segments by sets of "features" is presented.
Journal ArticleDOI
Automated detection of cracks in buried concrete pipe images
Sunil K. Sinha,Paul Fieguth +1 more
TL;DR: In this paper, the authors proposed a two-step approach for the detection of cracks in underground pipe images, the first step is local and is used to extract crack features from the buried pipe images; the second step is global and defines the cracks among the segment candidates by processes of cleaning and linking.
Journal ArticleDOI
Validating fuzzy partitions obtained through c-shells clustering
TL;DR: Validation of fuzzy partitions induced through c-shells clustering is considered, and a new set of indices are shown to be capable of validating the structure characterized by the shell clustering algorithms.
Book
Digital Picture Processing, Volume 1
Azriel Rosenfeld,Avinash C. Kak +1 more
TL;DR: The rapid rate at which the field of digital picture processing has grown in the past five years had necessitated extensive revisions and the introduction of topics not found in the original edition as discussed by the authors.