doi: 10.1016/j.artmed.2004.01.016.
Local fuzzy fractal dimension and its application in medical image processing
Affiliations
- PMID: 15350622
- DOI: 10.1016/j.artmed.2004.01.016
Item in Clipboard
Local fuzzy fractal dimension and its application in medical image processing
Artif Intell Med.
2004 Sep.
Abstract
The local fuzzy fractal dimension (LFFD) is proposed to extract local fractal feature of medical images. The definition of LFFD is an extension of the pixel-covering method by incorporating the fuzzy set. Multi-feature edge detection is implemented with the LFFD and the Sobel operator. The LFFD can also serve as a characteristic of motion in medical image sequences. The experimental results show that the LFFD is an important feature of edge areas in medical images and can provide information for segmentation of echocardiogram image sequences.
Similar articles
-
[Fuzzy space based segmentation algorithm on periosteum medical image processing].Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2000 Jun;17(2):170-3. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2000. PMID: 12557773 Chinese.
-
A fast sequential image fractal coding approach based on optimal fuzzy clustering.Di Yi Jun Yi Da Xue Xue Bao. 2004 Feb;24(2):133-8. Di Yi Jun Yi Da Xue Xue Bao. 2004. PMID: 14965809
-
A novel kernelized fuzzy C-means algorithm with application in medical image segmentation.Artif Intell Med. 2004 Sep;32(1):37-50. doi: 10.1016/j.artmed.2004.01.012. Artif Intell Med. 2004. PMID: 15350623
-
[Edge-detection and its application in medical image processing].Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2001 Mar;18(1):149-53. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2001. PMID: 11332098 Review. Chinese.
-
[The state and development of cell image segmentation technology].Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2002 Sep;19(3):487-92. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2002. PMID: 12557530 Review. Chinese.
Cited by
-
An improved computer vision method for white blood cells detection.Comput Math Methods Med. 2013;2013:137392. doi: 10.1155/2013/137392. Epub 2013 May 19. Comput Math Methods Med. 2013. PMID: 23762178 Free PMC article.
-
The Development History and Research Tendency of Medical Informatics: Topic Evolution Analysis.JMIR Med Inform. 2022 Jan 27;10(1):e31918. doi: 10.2196/31918. JMIR Med Inform. 2022. PMID: 35084351 Free PMC article.
MeSH terms
LinkOut - more resources
Full Text Sources
