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Basic Concept of Cuckoo Search Algorithm for 2D Images Processing with Some Research Results - An Idea to Apply Cuckoo Search Algorithm in 2D Images Key-points Search

Topics: Biometrics and Pattern Recognition; Image and Video Processing, Compression and Segmentation; Multimedia Databases, Indexing, Recognition and Retrieval; Neural Networks, Spiking Systems, Genetic Algorithms and Fuzzy Logic; Semantic Analysis of Multimedia Data

Authors: Marcin Woźniak and Dawid Połap

Affiliation: Silesian University of Technology, Poland

ISBN: 978-989-758-046-8

Keyword(s): Key-points Search, 2D Image Processing, Cuckoo Search Algorithm, Evolutionary Computation.

Related Ontology Subjects/Areas/Topics: Biometrics and Pattern Recognition ; Image and Video Processing, Compression and Segmentation ; Multimedia ; Multimedia Databases, Indexing, Recognition and Retrieval ; Multimedia Signal Processing ; Multimedia Systems and Applications ; Neural Networks, Spiking Systems, Genetic Algorithms and Fuzzy Logic ; Semantic Analysis of Multimedia Data ; Telecommunications

Abstract: In this paper, the idea of applying cuckoo search algorithm to search for key-points in 2D images is formulated. For a set of test images we present and verify simplified version, it’s efficiency and precision. Research results are presented and discussed in comparison to classic methods like simplified SURF and SIFT algorithms to show potential efficiency of applied computational intelligence.

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Paper citation in several formats:
Woźniak, M. and Połap, D. (2014). Basic Concept of Cuckoo Search Algorithm for 2D Images Processing with Some Research Results - An Idea to Apply Cuckoo Search Algorithm in 2D Images Key-points Search.In Proceedings of the 11th International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2014) ISBN 978-989-758-046-8, pages 157-164. DOI: 10.5220/0005015801570164

@conference{sigmap14,
author={Woźniak, M. and Dawid Połap.},
title={Basic Concept of Cuckoo Search Algorithm for 2D Images Processing with Some Research Results - An Idea to Apply Cuckoo Search Algorithm in 2D Images Key-points Search},
booktitle={Proceedings of the 11th International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2014)},
year={2014},
pages={157-164},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005015801570164},
isbn={978-989-758-046-8},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2014)
TI - Basic Concept of Cuckoo Search Algorithm for 2D Images Processing with Some Research Results - An Idea to Apply Cuckoo Search Algorithm in 2D Images Key-points Search
SN - 978-989-758-046-8
AU - Woźniak, M.
AU - Połap, D.
PY - 2014
SP - 157
EP - 164
DO - 10.5220/0005015801570164

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