Discriminative Capacity of Perceptual Features in Handwriting Recognition
José Ruiz-Pinales, M. Sc. Rene Jaime-Rivas, Maria Jose Castro · Telecommunications and Radio Engineering · 2005
This work presents an analysis of the perceptual features, those containing most of the discriminative information of a cursive word in off-line handwriting recognition. A extraction method based on Hough Transform, but preserving local spatial information is presented. The method has been proved with a holistic system, which works on gray-level images and convolutional neural networks.