Title :
Coding of Echocardiographic Image by Selection of the Normalization Matrix Using Fuzzy Logic
Author :
Zaghetto, A. ; Nascimento, F.A.O. ; Santos, I. Dos ; Rocha, A. F da
Author_Institution :
Dept. of Electr. Eng., Brasilia Univ.
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
This article presents an algorithm for compression of echocardiographic images. The algorithm is based on the JPEG algorithm and uses a fuzzy inference system to adapt the normalization process of the transformed coefficients through the analysis of the local characteristics of echocardiographic images. The images considered in this paper were acquired in actual echocardiography exams. The proposed encoder guarantees a maximum local signal-to-noise ratio, which is adapted to the characteristics of each sub-block of the image
Keywords :
data compression; echocardiography; fuzzy logic; fuzzy reasoning; image coding; medical image processing; JPEG algorithm; echocardiographic image compression; encoder; fuzzy inference system; fuzzy logic; image coding; local signal-to-noise ratio; normalization matrix; transformed coefficient; Biomedical imaging; Costs; Discrete cosine transforms; Fuzzy logic; Image coding; Image storage; Inference algorithms; Pixel; Signal processing algorithms; Transform coding;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.259626