Title :
Toward an adaptive extraction method of masses in digitized mammograms
Author_Institution :
Labo LRI Annaba, Badji-Mokhtar Annaba Univ., Annaba, Algeria
Abstract :
The objective of segmentation operation is to separate the mass from the rest of the breast by trying to delimit its borders correctly. This article presents a semi-automatic mass extraction method by application of an adaptive region growing segmentation technique. The region growing process is guided by regional feature analysis; consequently, the result will be a robust algorithm able of respecting various image characteristics.
Keywords :
feature extraction; image segmentation; mammography; medical image processing; adaptive extraction method; adaptive region; breast; digitized mammograms; image characteristics; region growing process; regional feature analysis; segmentation operation; semiautomatic mass extraction method; Algorithm design and analysis; Breast; Databases; Feature extraction; Image segmentation; Signal processing algorithms; Training;
Conference_Titel :
Systems, Signal Processing and their Applications (WoSSPA), 2013 8th International Workshop on
Conference_Location :
Algiers
DOI :
10.1109/WoSSPA.2013.6602343