Hybrid Feature Selection for Historical Document Layout Analysis

Abstract

In this paper we propose a novel hybrid feature selection method for historical Document Image Analysis (DIA). Adapted greedy forward selection and genetic selection are used in a cascading way. We apply the proposed method to the task of historical document layout analysis on three handwritten datasets of diverse nature. The documents contain complex… (More)
DOI: 10.1109/ICFHR.2014.22

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