en
Scientific article
Open access
English

Simulation of artificial vision: I. Eccentric reading of isolated words, and perceptual learning

Published inVision research, vol. 43, no. 3, p. 269-283
Publication date2003
Abstract

Simulations of artificial vision were performed to assess "minimum requirements for useful artificial vision". Retinal prostheses will be implanted at a fixed (and probably eccentric) location of the retina. To mimic this condition on normal observers, we projected stimuli of various sizes and content on a defined stabilised area of the visual field. In experiment 1, we asked subjects to read isolated 4-letter words presented at various degrees of pixelisation and at various eccentricities. Reading performance dropped abruptly when the number of pixels was reduced below a certain threshold. For central reading, a viewing area containing about 300 pixels was necessary for close to perfect reading (>90% correctly read words). At eccentricities beyond 10 degrees, close to perfect reading was never achieved even if more than 300 pixels were used. A control experiment using isolated letter recognition in the same conditions suggested that lower reading performance at high eccentricity was in part due to the "crowding effect". In experiment 2, we investigated whether the task of eccentric reading under such specific conditions could be improved by training. Two subjects, naive to this task, were trained to read pixelised 4-letter words presented at 15 degrees eccentricity. Reading performance of both subjects increased impressively throughout the experiment. Low initial reading scores (range 6%-23% correct) improved impressively (range 64%-85% correct) after about one month of training (about 1 h/day). Control tests demonstrated that the learning process consisted essentially in an adaptation to use an eccentric area of the retina for reading. These results indicate that functional retinal implants consisting of more than 300 stimulation contacts will be needed. They might successfully restore some reading abilities in blind patients, even if they have to be placed outside the foveal area. Reaching optimal performance may, however, require a significant adaptation process.

Keywords
  • Adult
  • Blindness/rehabilitation
  • Humans
  • Learning/physiology
  • Middle Aged
  • Pattern Recognition, Visual
  • Photic Stimulation/methods
  • Prostheses and Implants
  • Prosthesis Design
  • Reading
  • Recognition (Psychology)/physiology
  • Retina/physiology
  • Vision, Binocular/physiology
  • Vision, Monocular/physiology
  • Visual Fields/physiology
Citation (ISO format)
SOMMERHALDER, Jorg et al. Simulation of artificial vision: I. Eccentric reading of isolated words, and perceptual learning. In: Vision research, 2003, vol. 43, n° 3, p. 269–283.
Main files (1)
Article (Published version)
accessLevelPublic
Identifiers
ISSN of the journal0042-6989
384views
191downloads

Technical informations

Creation11/29/2016 5:27:00 PM
First validation11/29/2016 5:27:00 PM
Update time03/15/2023 1:32:51 AM
Status update03/15/2023 1:32:51 AM
Last indexation10/19/2023 3:34:39 AM
All rights reserved by Archive ouverte UNIGE and the University of GenevaunigeBlack