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http://hdl.handle.net/10553/48817
Title: | Detection of the mite Varroa destructor in honey bee cells by video sequence processing | Authors: | Ramírez, Melvin Prendas, Juan P. Travieso, Carlos M. Calderón, Rafael Salas, Oscar |
UNESCO Clasification: | 3307 Tecnología electrónica | Keywords: | Detection object dynamic background subtraction Video processing Varroa destructor Tracking |
Issue Date: | 2012 | Journal: | INES 2012 - IEEE 16th International Conference on Intelligent Engineering Systems, Proceedings | Conference: | IEEE 16th International Conference on Intelligent Engineering Systems, INES 2012 | 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. | URI: | http://hdl.handle.net/10553/48817 | ISBN: | 9781467326957 | DOI: | 10.1109/INES.2012.6249811 | Source: | INES 2012 - IEEE 16th International Conference on Intelligent Engineering Systems, Proceedings (6249811), p. 103-108 |
Appears in Collections: | Actas de congresos |
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