logo Idiap Research Institute        
 [BibTeX] [Marc21]
Image Classification by Neural Networks for the Quality Control of Watches
Type of publication: Idiap-RR
Citation: MFP-96
Number: Idiap-RR-10-1996
Year: 1996
Institution: IDIAP
Abstract: A method is presented for the automatic time detection of watches, where the hands are classified by a neural network. In order to reduce the overall cost of data collection, strict limits were imposed on the data collection time. This constraint severely limits the available amount of images, and poses the challenge to solve the hand recognition problem with a minimum amount of training and test data. Two neural network approaches are presented together with their performance results, which show an excellent final recognition rate.
Userfields: ipdmembership={learning},
Projects Idiap
Authors Moreira, Miguel
Fiesler, Emile
Pante, Gianni
Crossref by Moreira-96
Added by: [UNK]
Total mark: 0
  • rr96-10.pdf
  • rr96-10.ps.gz