Title :
Thinning by thickening: using Gaussian filtering to perform feature preserving thinning
Author :
Morris, Derek S. ; Choo, Moon
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Stevens Inst. of Technol., Hoboken, NJ, USA
Abstract :
This paper investigates thinning as applied to feature-based, off-line handwritten cursive and printed characters. In this report, the sources of errors introduced by conventional thinning processes are considered. A novel method to reduce these errors using gray level Gaussian filtering and gray level etching is presented and justified. Experimental results are given
Keywords :
filtering theory; character recognition; error reduction; feature-based off-line handwritten cursive characters; feature-preserving thinning; gray level Gaussian filtering; gray level etching; printed characters; thickening; Character recognition; Computer errors; Etching; Filtering; Moon; Noise generators; Noise level; Noise reduction; Pixel; Writing;
Conference_Titel :
Pattern Recognition, 1994. Vol. 1 - Conference A: Computer Vision & Image Processing., Proceedings of the 12th IAPR International Conference on
Conference_Location :
Jerusalem
Print_ISBN :
0-8186-6265-4
DOI :
10.1109/ICPR.1994.576347