Road Detection Using Classification Algorithms
Küçük Resim Yok
Tarih
2015
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Acad Publ
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In this study, we present a road detection method. Proposed method consists of two phases. In the first phase, a binary image is obtained by utilizing greyscale transformation and thresholding processes. In the second phase, K-Nearest Neighbours and Naive Bayes classifiers are applied on image by utilizing colour features. Road and non-road regions are determined and these two classifiers are compared with each other. Google Maps satellite images are used since they are easily accessible on the Internet. C# based software is developed for realizing and testing the methods mentioned above.
Açıklama
Anahtar Kelimeler
K-nearest neighbours, naive bayes, road detection
Kaynak
Journal of Computers
WoS Q Değeri
N/A
Scopus Q Değeri
Cilt
10
Sayı
3