Publication detail

Rapid Image Feature Extraction and Mining

BURGET, R. UHER, V. CERVENEC, R.

Original Title

Rapid Image Feature Extraction and Mining

Type

conference paper

Language

English

Original Abstract

Machine vision and data analysis are the two science branches which are closely related to each other. The RapidMiner (RM) platform provides a variety of tools for data analysis. However, it does not provide operators for image processing and image feature extraction. This paper introduces three new RM extensions. At the time of writing the paper they provide more than one hundred different operators, which bring image processing capability to the RM platform. This paper gives an insight into the extension core and also several use-cases that demonstrate the extension potentials.

Keywords

image mining, feature extraction, artificial inteligence

Authors

BURGET, R.; UHER, V.; CERVENEC, R.

RIV year

2011

Released

8. 6. 2011

ISBN

978-3-8440-0093-1

Book

RCOMM 2011, Rapidminer community meeting and conference

Pages from

123

Pages to

134

Pages count

12

BibTex

@inproceedings{BUT36058,
  author="Radim {Burget} and Václav {Uher} and Radek {Červenec}",
  title="Rapid Image Feature Extraction and Mining",
  booktitle="RCOMM 2011, Rapidminer community meeting and conference",
  year="2011",
  volume="2011",
  pages="123--134",
  isbn="978-3-8440-0093-1"
}