Object Segmentation from Background of 2D Image

Abstract

Oneofthedifficulttasksintheimageprocessingfieldandstillnotsolvedissegmentation of object from background of 2D image accurately. Therefore, a new method has been proposed for the purpose of segmenting the object from its background for the purpose of enhancing the images and obtains characteristics of the object without the rest of the region of the image. This process is important to provide optimal classification in the process of pattern recognition. Therefore, this paper proposed the method that includes several tasks, after loading the six files of images; this work applies the segmentational- gorithmdependingontheborderandthecoloroftheobject.Finally,2Dmedianfiltering algorithm was employed to remove noisy objects of various shapes and sizes. The algo- rithmwastestedonvarietyimages,andtheresultsarehighprecision.Intheotherwords, the proposed method is able to segment the objects from the background with promising results.