Title :
3D edge detection of medical images using mathematical morphological and cellular logic array processing techniques
Author :
Chandra, G. Ramesh ; Sultana, Towheed ; Sathya, G. ; Rajan, E.G.
Author_Institution :
Dept. of CSE, V.N.R. Vignana Jyothi Inst. of Eng. & Tech., Hyderabad, India
Abstract :
This paper introduces a novel algorithm called cellular logic array processing for extracting volumetric edges from 3D medical images. A sample MRI image of a human skull is used as a test data for analysis purposes. A comparative study of the algorithm introduced in this paper with existing morphological algorithms has been made and results reported here. In addition, a modified morphological filter based 3D edge detecting algorithm has also been introduced in this paper.
Keywords :
biomedical MRI; cellular arrays; cellular logic; edge detection; filtering theory; logic arrays; mathematical morphology; medical image processing; 3D medical images; cellular logic array processing techniques; human skull MRI image; mathematical morphological filter-based 3D edge detecting algorithm; test data; volumetric edge extraction; Algorithm design and analysis; Approximation algorithms; Arrays; Biomedical imaging; Feature extraction; Image edge detection; 3D edge detection; cellular logic array processing; mathematical morphology;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
DOI :
10.1109/ICSMC.2012.6378059