IDR Logo

Please use this identifier to cite or link to this item: http://idr.iitbbs.ac.in/jspui/handle/2008/807
Title: Gestalt configural superiority effect: A complexity paradigm for handwritten numeral recognition
Authors: Dash K.S.
Puhan N.B.
Panda G.
Keywords: configural superiority
gestalt philosophy
handwritten numeral recognition
perimetric complexity
Watson's measure
Issue Date: 2015
Citation: 4
Abstract: Too much irregularity in shapes of intraclass images poises an intrinsic challenge for recognition of handwritten alpha-numeric characters. We propose, in this paper, a perimetric complexity based handwritten numeral recognition that is inspired from gestalt configural superiority effect. A point-wise correspondence is obtained from the matching of shape context using affine transformation. A set of 20 model images are experimentally chosen to obtain composite representations of unknown image which are visually more complex. The proposed numeral recognition system measures this perceptual complexity to recognize an unknown numeral using the Watson's measure. The experiments on ISI Kolkata Odia numeral database show promising results. � 2015 IEEE.
URI: http://dx.doi.org/10.1109/ICAPR.2015.7050692
http://10.10.32.48:8080/jspui/handle/2008/807
Appears in Collections:Research Publications

Files in This Item:
There are no files associated with this item.


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.