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Authors: Jagoda Lazarek and Piotr Szczepaniak

Affiliation: Institute of Information Technology, Lodz University of Technology, Lodz and Poland

ISBN: 978-989-758-353-7

Keyword(s): Image Processing, Pattern Recognition, Image Representation, Graph Grammars, Mammograms, Spiculated Masses.

Related Ontology Subjects/Areas/Topics: Bioimaging ; Biomedical Engineering ; Feature Recognition and Extraction Methods ; Image Processing Methods ; Medical Imaging and Diagnosis

Abstract: The automatic shape recognition is an important task in various image processing applications, including medical problems. Choosing the right image representation is key to the recognition process. In the paper, we focused on high-level image representation (using line segments), thanks to which the amount of data necessary for processing in subsequent stages is significantly reduced. We present the framework of recognition method with the use of graph grammars.

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Paper citation in several formats:
Lazarek, J. and Szczepaniak, P. (2019). Shape Recognition in High-level Image Representations: Data Preparation and Framework of Recognition Method.In Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2 BIOIMAGING: BIOIMAGING, ISBN 978-989-758-353-7, pages 57-64. DOI: 10.5220/0007579000570064

@conference{bioimaging19,
author={Jagoda Lazarek. and Piotr S. Szczepaniak.},
title={Shape Recognition in High-level Image Representations: Data Preparation and Framework of Recognition Method},
booktitle={Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2 BIOIMAGING: BIOIMAGING,},
year={2019},
pages={57-64},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007579000570064},
isbn={978-989-758-353-7},
}

TY - CONF

JO - Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2 BIOIMAGING: BIOIMAGING,
TI - Shape Recognition in High-level Image Representations: Data Preparation and Framework of Recognition Method
SN - 978-989-758-353-7
AU - Lazarek, J.
AU - Szczepaniak, P.
PY - 2019
SP - 57
EP - 64
DO - 10.5220/0007579000570064

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