bachelorThesis
Sistema de medición del tamaño de la pupila con visión artificial para investigación en psicología e inteligencia artificial del Grupo IDEIAGEOCA.
Fecha
2022-03Autor
Chango Montaluisa, Evelyn Carolina
Sinchiguano Guananga, Bryan David
Institución
Resumen
The objective of this work is to develop a system
for measuring pupil size with artificial vision, for research in
psychology of the IDEIAGEOCA Group. The system consists of
two stages: image preprocessing and segmentation; in the first
stage it uses image acquisition, image resizing and in the second
stage it uses iris detection, pupil detection and pupil diameter
measurement. The eye images used for experimentation were
taken from two sources, from a camera and from the Internet.
As a result of unifying the modules of the computer vision system
(svc), 80 % reliability was obtained when measuring pupil size.
Two metrics were used to evaluate the system, the accuracy and
the error between the actual measurement and the automatic
pupil measurement, therefore, the system is optimized while
maintaining an acceptable level of efficiency.