Noise-resilient edge detection algorithm for brain MRI images

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 3689-3692

  Agaian, Sos ^a   Almuntashri, Ali ^a  

^a UNIVERSITY OF TEXAS AT SAN ANTONIO   (United States)

Author keywords

Canny operator; Edge detection; Gradient vector; Image fusion; Medical image segmentation; Noise resilient

Indexed keywords

BRAIN MAPPING; IMAGE FUSION; IMAGE SEGMENTATION; IMPULSE NOISE; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; SIGNAL DETECTION;

BRAIN IMAGES; BRAIN MRI IMAGES; CANNY ALGORITHM; CANNY EDGE DETECTION; CANNY OPERATORS; EDGE DETECTION ALGORITHMS; GRADIENT VECTORS; NOISE RESILIENT;

EDGE DETECTION;

EID: 77950994923     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5334731     Document Type: Conference Paper

References (10)

1. Xun Wang and Jian-Qiu Jin, "An edge detection algorithm based on Canny operator," Intelligent Systems Design and Applications, ISDA 2007. Issue , 20-24 Oct. 2007 Page(s):623-628.
2. Qadir. I.A, and Maddix M. Electro/Information Technology Conference,.EIT2004.IEEE. 26-27 Aug.2004 PP:306-309.
3. Huang Ying , Wang Weixing, and Li Weisheng "Anisotropic filter based modified Canny algorithm,". Fourth International Conference on Fuzzy Systems and Knolwedge Discovery. 24-27 Aug. 2007 Volume: 1, On page(s): 736-740.
4. Zhau Yu-qian, Gui Wei-hua, Chen Zhen-cheng, Tang Jin-tian and Li Ling-yun."Medical images edge detection based on mathematical morphology". Proceedings of the 2005 IEEE, Engineering in Medicine and Biology 27th annual conference. Shanghai, China September 1-4,2005
5. M. Felsberg, "A Novel two-step method for CT reconstruction," BVM, 2008.
6. Shahan Nercessian, Karen Panetta, and Sos Agaian, "A Generalized Set of Kernels for Edge and Line Detection," Proceedings: SPIE Electronic Imaging 2009, San Jose, CA, USA, Vol.7245, 2009.
7. Zhang Hong-lei, Li Zhu-lin, Wang Yan, Zhang Xian-wei, "Road Recognition in High Resolution SAR Image Based on Genetic Algorithm," ICIA ,pp.649-654, IEEE International Conference on Information Acquisition, 2006.
8. Lijun Ding and Ardeshir Goshtasby,"On the canny edge detector". Pattern Recognition. Volume 34, Issue 3, pp:721-725 March 2001,
9. Anna Fabijanska, Dominik Sankowski,"Edge detecton in brain images", Perspective Technologies and Methods in MEMS Design, 2008. MEMSTECH 2008. International Conference on Volume , Issue , 21-24 May 2008 Page(s):60-62
10. Djemel Ziou, Salvatore Tabbone Edge detection techniques - an overview" International Journal of Pattern Recognition and Image Analysis,1998.