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Telfor Journal
2015, vol. 7, br. 2, str. 91-96
jezik rada: engleski
vrsta rada: neklasifikovan
doi:10.5937/telfor1502091J


Aggregated color descriptors for land use classification
(naslov ne postoji na srpskom)
University of Banja Luka, Faculty of Electrical Engineering, Banja Luka, Bosnia and Herzegovina

e-adresa: vedran.jovanovic@etfbl.net, vlado@etfbl.net

Projekat

Norwegian Ministry of Foreign Affairs through HERD ICT NORBOTECH (NORwayBOsnia TECHnology Transfer) project for Programme in Higher Education, Research and Development project under contract 2011/1370

Sažetak

(ne postoji na srpskom)
In this paper we propose and evaluate aggregated color descriptors for land use classification in aerial images. First, global and local Bag-of-Colors (BoC) descriptors are evaluated for land use classification. Influence of different parameters on the performance and efficiency of classification were tested. A small modification in the process of computing of BoC is introduced, which improves the overall classification performance. We also present a new, very simple color descriptor, termed Vector of Locally Aggregated Colors (VLAC) which has as good classification results as the modified BoC, but using linear support vector machines.

Ključne reči

BoC descriptor; VLAC descriptor; color descriptors; Land Use Classification

Reference

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