Quality of medical microscope Image at different lighting condition

A no- reference quality metrics is one of the challenging fields in image quality assessment. The aim of the research is measuring the quality of the microscope medical image such as blood smear and sample texture, at different lightness conditions by using two types of light sources are Tungsten an...

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Bibliographic Details
Published in:IOP conference series. Materials Science and Engineering 2020-06, Vol.871 (1), p.12072
Main Authors: Abd-Alameer, Shahad Ahmed, Daway, Hazim G, Rashid, Hayfa G.
Format: Article
Language:English
Subjects:
Algorithms
Blood slides
colon disease slides
Correlation coefficients
Histograms
Image quality
Image quality assessment
Light emitting diodes
Light levels
Light sources
Lighting
Mathematical analysis
Medical imaging
Medical research
microscope for a LED light
microscope for a tungsten light
Quality assessment
wavelet domain
Wavelet transforms
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Summary:A no- reference quality metrics is one of the challenging fields in image quality assessment. The aim of the research is measuring the quality of the microscope medical image such as blood smear and sample texture, at different lightness conditions by using two types of light sources are Tungsten and LED. To find the best light level at imaging, the no- reference quality metrics are calculated by using the histogram in a HL component in the wavelet transform. This measure is Compare with the other no-reference algorithms as entropy and average gradient by calculating the correlation coefficient between the subjective and objective methods. The results show that the proposed algorithm is a good measure of the quality of the medical microscope images at different lighting condition.
ISSN:1757-8981
1757-899X
DOI:10.1088/1757-899X/871/1/012072