Title :
European starling detection in agricultural areas using multilayer artificial neural network
Author :
Dolezel, Petr ; Rozsival, Pavel ; Mariska, Martin
Author_Institution :
Fac. of Electr. Eng. & Inf., Univ. of Pardubice, Pardubice, Czech Republic
Abstract :
The use of neural network classifier to recognize a pest bird in agricultural areas is presented in this contribution. Firstly, the idea of comprehensive system of protection against pest birds is outlined. Then, the method of detection is described, the process of neural network design is illustrated and, in the end, the neural network is validated using data gathered in fields.
Keywords :
agriculture; neural nets; pattern classification; European starling detection; agricultural areas; multilayer artificial neural network; neural network clasifier; neural network design; pest bird; protection system; Europe; Neural networks; Noise; Speech coding; artificial neural network; pest birds; recognition;
Conference_Titel :
Radioelektronika (RADIOELEKTRONIKA), 2015 25th International Conference
Conference_Location :
Pardubice
Print_ISBN :
978-1-4799-8117-5
DOI :
10.1109/RADIOELEK.2015.7129029