TY - GEN
T1 - An Automatic System Oriented to Counting and Measuring the Geometric Dimensions of Gray Tilapia Fingerlings Based on Digital Image Processing
AU - Mejia, Brian
AU - Salas, Andres
AU - Kemper, Guillermo
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/11/6
Y1 - 2018/11/6
N2 - The present work develops an automatic system that allows the counting and the measuring of a population of gray tilapia fingerlings. At the present, the processes for calculate the geometric dimensions of the fish, have a great subjectivity and spend a lot of time. In addition, the fingerling could be stressed because they are removed from the water, which it could lead to death. In this way, it searches to eradicate the manual intervention, thus a mechanical piece is elaborated which holds two fish tanks and an enclosure with illumination. A transfer of little by little of fingerlings from the first to the second container is carried out, for this purpose the grids, controlled by motors, are used to bring them closer or move them away from the orifice of the first container. Also, a pneumatic electric ball valve is used, which works as a gate that allows or forbid the passage of the fingerlings through the PVC pipe. Then, with the fingerlings in the enclosure, it proceeds to execute the counting and measuring algorithms. Satisfactory results were obtained because it has an accuracy of 97% in counting, 92% and 90% in length and width measuring respectively, endorsed by specialists. In addition, the time for the calculation of both parameters were reduced in comparison to the manual.
AB - The present work develops an automatic system that allows the counting and the measuring of a population of gray tilapia fingerlings. At the present, the processes for calculate the geometric dimensions of the fish, have a great subjectivity and spend a lot of time. In addition, the fingerling could be stressed because they are removed from the water, which it could lead to death. In this way, it searches to eradicate the manual intervention, thus a mechanical piece is elaborated which holds two fish tanks and an enclosure with illumination. A transfer of little by little of fingerlings from the first to the second container is carried out, for this purpose the grids, controlled by motors, are used to bring them closer or move them away from the orifice of the first container. Also, a pneumatic electric ball valve is used, which works as a gate that allows or forbid the passage of the fingerlings through the PVC pipe. Then, with the fingerlings in the enclosure, it proceeds to execute the counting and measuring algorithms. Satisfactory results were obtained because it has an accuracy of 97% in counting, 92% and 90% in length and width measuring respectively, endorsed by specialists. In addition, the time for the calculation of both parameters were reduced in comparison to the manual.
KW - automation
KW - counting
KW - gray tilapia fingerling
KW - image processing
KW - measuring
UR - https://www.scopus.com/pages/publications/85058032837
U2 - 10.1109/INTERCON.2018.8526426
DO - 10.1109/INTERCON.2018.8526426
M3 - Contribución a la conferencia
AN - SCOPUS:85058032837
T3 - Proceedings of the 2018 IEEE 25th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2018
BT - Proceedings of the 2018 IEEE 25th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 25th IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2018
Y2 - 8 August 2018 through 10 August 2018
ER -