Multi-scale filters implemented by cellular automaton for retinal layers modelling. Issue 6 (1st November 2020)

• Record Type: Journal Article
• Authors: Devillard, F.; Heit, B.
• Is Part Of: International journal of parallel, emergent and distributed systems. Volume 35:Issue 6(2020)
• Page Start: 617
• Page End: 640
• Publication Date: 2020-11-01
• Subjects: Cellular automata -- multi-scale filtering -- artificial retina -- computer vision; Parallel computers -- Periodicals; Electronic data processing -- Distributed processing -- Periodicals; Computer algorithms -- Periodicals; 004.35
• DOI: 10.1080/17445760.2018.1495206
• Languages: English
• ISSNs: 1744-5760

Abstract

ABSTRACT: In the following of our works, this article presents the use of cellular automata, as part of retinal layer modelling. The main innovation of this work is the computing method based on a new approach using multi-scale filtering without loss of resolution. This new approach provides us a solution to the full-resolution filtering method that was previously too expensive in computing time. More precisely the implementation of the retinal horizontal layer penalised us in our modelling of the whole retinal architecture. The efficiency of this multi-scale model is demonstrated, and the treatment is described and applied to static and dynamic stimuli of real scenes.