Title :
The judgment of funds image dinition
Author :
Liang, Yitao ; Lu, Weiyang ; Zhang, Lianjie ; Pang, Rui ; Zhu, Yuankun
Author_Institution :
Coll. of Inf. Sci. & Technol., Henan Univ. of Technol., Zhengzhou, China
Abstract :
In medicine, whether the fundus image is clear or not would affect the doctor´s diagnosis of the disease. In this paper, the feature vector of clear or blurred image is constructed by the fundus image edge degree and the transformed energy of the wavelet coefficients. The fisher criterion is adopted in order to determine the optimal projection direction and boundaries of the classifier threshold to classify the clear image and fuzzy image. The method has certain reference for image clarity with similar image feature judgment.
Keywords :
image restoration; medical image processing; wavelet transforms; blurred image; doctor diagnosis; energy transform; fundus image edge degree; fuzzy image; image dinition; optimal projection direction; wavelet coefficient; Biomedical imaging; Frequency domain analysis; Gradient methods; Image edge detection; Retina; Wavelet coefficients; Image edge degree; Medical retinal image; Wavelet decomposition;
Conference_Titel :
Instrumentation & Measurement, Sensor Network and Automation (IMSNA), 2012 International Symposium on
Conference_Location :
Sanya
Print_ISBN :
978-1-4673-2465-6
DOI :
10.1109/MSNA.2012.6324615