Title :
Detection of the mite Varroa destructor in honey bee cells by video sequence processing
Author :
Ramírez, Melvin ; Prendas, Juan P. ; Travieso, Carlos M. ; Calderón, Rafael ; Salas, Oscar
Author_Institution :
Escuela de Mat., Univ. de Costa Rica, San Pedro, Costa Rica
Abstract :
It is presented an algorithm for detecting and tracking a mite, from videos provided by the Centro de Investigación Apícola Tropical (CINAT-Costa Rica). These registrations correspond to the presence of the Varroa destructor mite in an Africanized honey bee cell, in a controlled environment. The main objective in this paper is to present the various stages of development of the algorithm and show the results obtained in the percentage of success in detecting. Therefore, we have implemented a calibration system in order to have a frame more enhanced versus the original video. This calibration is done by the searching of the Movement Active Area and definition of our object (the mite V destructor), and finally, an automatic detection and tracking are done. We have reached up to 93.75% for right detection and tracking, working on real time under a Matlab environment.
Keywords :
calibration; image enhancement; image registration; image sequences; object detection; object tracking; pest control; video signal processing; Costa Rica; Matlab; calibration system; frame enhancement; honey bee cell; image registration; mite Varroa destructor detection; mite detection; mite tracking; movement active area; object definition; video sequence processing; Algorithm design and analysis; Calibration; Neodymium; Object recognition; Streaming media; Tracking; Video sequences; Detection object; Varroa destructor; dynamic background subtraction; tracking; video processing;
Conference_Titel :
Intelligent Engineering Systems (INES), 2012 IEEE 16th International Conference on
Conference_Location :
Lisbon
Print_ISBN :
978-1-4673-2694-0
Electronic_ISBN :
978-1-4673-2693-3
DOI :
10.1109/INES.2012.6249811