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Textual data plays an important role in a number of applications such as image database indexing, document understanding, and image-based web searching. The target of automatic real-life text extracting in document images without character recognition module is to identify image regions that contain only text. These textual regions can then be either input of optical character recognition application or highlighted for user focusing. In this paper we propose a method which consists of threedoi:10.2991/ijndc.2016.4.1.2 fatcat:rvyar6ey3bcuxbuyy7g4ax7l3i