@inbook {IOPORT.05845152, author = {Razo Gil, Laura Jeanine and Godoy-Calder\'on, Salvador and Barr\'on Fern\'andez, Ricardo}, title = {Recognizing dactylogical symbols with image segmentation and a new differentiated weighting scheme.}, year = {2010}, booktitle = {Advances in soft computing. 9th Mexican international conference on artificial intelligence, MICAI 2010, Pachuca, Mexico, November 8--13, 2010. Proceedings, Part II}, isbn = {978-3-642-16772-0}, pages = {149-162}, publisher = {Berlin: Springer}, doi = {10.1007/978-3-642-16773-7_13}, abstract = {Summary: This paper contains the theoretical mechanisms of the techniques for non-convex shape recognition, through the use of contour chains and differentiated weighting scheme on them. As an application example, we use a set of digital images that represent the various symbols contained in the dactylogical alphabet. First we introduce the reader to the many pre-processing and segmentation techniques applied to the set of images. Later on, we describe the use of direction codes to code the symbols' contour. Finally, a novel differentiated weighting scheme is incorporated to an ALVOT-type algorithm, and then used for the supervised classification (identification) of the various symbols within the image set. The proposed methodology is then evaluated and contrasted through a series of experiments.}, identifier = {05845152}, }