DocumentCode
261797
Title
Evaluation of Bag-of-Colors descriptor for land use classification
Author
Jovanovic, Vedran ; Risojevic, Vladimir
Author_Institution
Fac. of Electr. Eng., Univ. of Banja Luka, Banja Luka, Bosnia-Herzegovina
fYear
2014
fDate
25-27 Nov. 2014
Firstpage
889
Lastpage
892
Abstract
The objective of this paper is to evaluate Bag-of-Colors (BoC) descriptor for land use classification. BoC can be used either as a global or local descriptor. In this paper we present and evaluate both approaches. We analyze the influence of different parameters on classification accuracy and introduce a modification of descriptor extraction process, which significantly influences the classification results and performance.
Keywords
feature extraction; image classification; image colour analysis; descriptor extraction process modification; global BoC descriptor evaluation; image classification; land use classification; local bag-of-colors descriptor; Accuracy; Histograms; Image color analysis; Quantization (signal); Support vector machines; Testing; Training; BoC descriptor; Land Use Classification; color descriptors;
fLanguage
English
Publisher
ieee
Conference_Titel
Telecommunications Forum Telfor (TELFOR), 2014 22nd
Conference_Location
Belgrade
Print_ISBN
978-1-4799-6190-0
Type
conf
DOI
10.1109/TELFOR.2014.7034547
Filename
7034547
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