title: Bank note recognition for the vision impaired.
abstract: Blind Australians find great difficulty in recognising bank notes. Each note has the same feel, with no Braille markings, irregular edges or other tangible features. In Australia, there is only one device available that can assist blind people recognise their notes. Internationally, there are devices available; however they are expensive, complex and have not been developed to cater for Australian currency. This paper discusses a new device, the MoneyTalker that takes advantage of the largely different colours and patterns on each Australian bank note and recognises the notes electronically, using the reflection and transmission properties of light. Different coloured lights are transmitted through the inserted note and the corresponding sensors detect distinct ranges of values depending on the colour of the note. Various classification algorithms were studied and the final algorithm was chosen based on accuracy and speed of recognition. The MoneyTalker has shown an accuracy of more than 99%. A blind subject has tested the device and believes that it is usable, compact and affordable. Based on the devices that are available currently in Australia, the MoneyTalker is an effective alternative in terms of accuracy and usability.
authors.affiliation: Graduate School of Biomedical Engineering, University of New South Wales, Sydney, Australia.
authors.forename: A
authors.initials: A
authors.lastname: Hinwood
authors.forename: P
authors.initials: P
authors.lastname: Preston
authors.forename: G J
authors.initials: GJ
authors.lastname: Suaning
authors.forename: N H
authors.initials: NH
authors.lastname: Lovell
mesh_terms: D000465:Algorithms; D001185:Artificial Intelligence; D001315:Australia; D003132:Commerce / Q000295:instrumentation*; D001330:Electronic Data Processing; D004867:Equipment Design; D019544:Equipment Failure Analysis; D010363:Pattern Recognition, Automated / Q000379:methods*; D012682:Sensory Aids; D014786:Vision Disorders / Q000534:rehabilitation*