Title :
Computational model of the human eye for intelligent systems
Author :
Róka, András ; Baranyi, Péter
Author_Institution :
Comput. & Autom. Res. Inst., Hungarian Acad. of Sci., Budapest, Hungary
Abstract :
The knowledge of the spatiotemporal sensitivity of the human eye can be essential for those practical applications where the communication of an informatical system and a human subject can be crucial (topics: cognitive informatics, cognitive infocommunication), such as intelligent video-coding, driving assistant systems or intelligent instrumental boards. In this paper we will present the spatiotemporal sensitivity of the human eye for achromatic stimuli at photopic light levels. To our knowledge, it is the first comprehensive model that: (1) considers the spatiotemporal transfer function of P and M ganglion cells along the retina, (2) contains the fast adaptation mechanisms (contrast gain control and luminance gain control) and (3) discusses the role of the receptor and post-receptor light adaptation separately.
Keywords :
biology computing; cognitive systems; computer vision; eye; optical transfer function; spatiotemporal phenomena; achromatic stimuli; adaptation mechanism; computational model; driving assistant system; ganglion cell; human eye; informatical system; intelligent instrumental board; intelligent system; intelligent video coding; photopic light level; post receptor light adaptation; spatiotemporal sensitivity; spatiotemporal transfer function; Equations; Frequency measurement; Gain control; Humans; Mathematical model; Retina; Sensitivity;
Conference_Titel :
Intelligent Systems and Informatics (SISY), 2010 8th International Symposium on
Conference_Location :
Subotica
Print_ISBN :
978-1-4244-7394-6
DOI :
10.1109/SISY.2010.5647121