Shock Filters for Character Image Enhancement and Peeling

In this paper, we propose a generalized shock model for the enhancement and restoration of degraded gray-level character images. This model is a quasi-linear hyperbolic partial differential equation with discontinuous coefficients, based on a recently-published work. The model was extended to peeling character shapes with a uniform and centered width of value K. These processing tools may significantly improve the subsequent stages of the character image recognition task. Both models have been tested on a set of gray-level character images of varying quality from the CEDAR database, and experimental results have proved the efficiency and effectiveness of such modeling.

• Type: Conference
• Year: 2003
• Where: ICDAR
• Authors: Mohamed Cheriet
• Keywords: Degraded Gray-level Character, Document Analysis, Generalized Shock Model, Gray-level Character Images, ICDAR 2003