Title :
An image processing method for improved pupil size estimation accuracy
Author :
Kim, Jieun ; Park, Kyungmo
Author_Institution :
Dept. of Biomedical Eng., Kyung Hee Univ., Kyungki, South Korea
Abstract :
Pupil size is adjusted through the contraction of the iris muscles that are controlled by the autonomic nervous system. The oscillation of the pupil size and the profile of the pupillary light reflex are important parameters that can reflect certain conditions of the autonomic system such as cognitive assignment, emergency, and autonomic dysfunctions. This study sought to develop a device that enables automated and accurate estimation of the papillary size, through which the pupil size variability (PSV) and the profile of the papillary light reflex are induced. Methods for blink image detection that needs preprocessing, pupil size estimation in a blink image, pupil segmentation in a various conditions, and transformation of coordinates to return a distorted pupil projected on a two-dimensional (2D) image plane to its original size were presented. In addition, the image acquisition system and analysis of factors affecting the estimation of pupil size were discussed.
Keywords :
biomedical measurement; eye; image segmentation; medical image processing; muscle; neurophysiology; autonomic nervous system; blink image detection; iris muscles contraction; preprocessing; pupil segmentation; pupil size estimation; pupil size variability; pupillary light reflex; Autonomic nervous system; Biomedical measurements; Heart rate variability; Humans; Image processing; Image segmentation; Iris; Muscles; Optical distortion; Size measurement;
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
Print_ISBN :
0-7803-7789-3
DOI :
10.1109/IEMBS.2003.1279865