Title :
A Review of Shape Descriptors for Document Analysis
Author :
Terrades, O. Ramos ; Tabbone, S. ; Valveny, E.
Author_Institution :
Univ. Automa de Barcelona, Barcelona
Abstract :
Shape descriptors play an important role in many document analysis application. In this paper we review some of the shape descriptors proposed in the last years from a new point of view. We propose the definitions of descriptor and primitive and introduce the notion of feature extraction method. With these definitions, we propose a new classification of shape descriptors that permits to classify according to their properties pointing out their strengths and weaknesses.
Keywords :
document image processing; feature extraction; pattern classification; document analysis; feature extraction; pattern classification; shape descriptors; Character recognition; Computer vision; Feature extraction; Gray-scale; Image reconstruction; Shape measurement; Taxonomy; Terminology; Text analysis; Tree data structures;
Conference_Titel :
Document Analysis and Recognition, 2007. ICDAR 2007. Ninth International Conference on
Conference_Location :
Parana
Print_ISBN :
978-0-7695-2822-9
DOI :
10.1109/ICDAR.2007.4378709