Matches in SemOpenAlex for { <https://semopenalex.org/work/W4360996818> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W4360996818 abstract "The poor image quality in Magnetic Resonance Imaging (MRI), notably lack of contrast between the tissues, artifacts inherent to these types of images, and interindividual variability, could make the image analysis challenging and compromise the clinical diagnosis accuracy. In order to enhance the important image contents by minimizing the noise and maintaining the actual detailed features, image enhancement methods are required. This research compares the majority of histogram-based methods used to denoise and improve brain MRI images, primarily Contrast Limited Adaptive Histogram Equalization (CLAHE), Histogram Equalization (HE), Bi-histogram Equalization with a Plateau Limit (BHEPL), and Brightness Preserving Histogram Equalization with Maximum Entropy (BPHEME) methods. Based on an analysis of the quality measurement metrics Mean Square Error (MSE), peak signal to noise ratio (PSNR), Entropy, and Root Mean Square Error (RMSE), an experimental investigation with the use of real brain MRI images has been conducted. The effectiveness of utilizing CLAHE to enhance the contrast regarding extremely high-quality MRI medical images has been demonstrated in experimental results based on the quality measurement metrics that the average rate for the CLAHE ( <tex xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>$text{MSE} =542.15, text{PSNR}=22.21, text{RMSE} =21.63, text{entropy}=5.21$</tex> )." @default.
- W4360996818 created "2023-03-30" @default.
- W4360996818 creator A5013670366 @default.
- W4360996818 creator A5036293682 @default.
- W4360996818 date "2022-11-01" @default.
- W4360996818 modified "2023-10-16" @default.
- W4360996818 title "MRI-Brain Image Contrast Enhancement based on Comparative of Multiple Histogram Equalization Techniques" @default.
- W4360996818 doi "https://doi.org/10.1109/icdsic56987.2022.10076078" @default.
- W4360996818 hasPublicationYear "2022" @default.
- W4360996818 type Work @default.
- W4360996818 citedByCount "0" @default.
- W4360996818 crossrefType "proceedings-article" @default.
- W4360996818 hasAuthorship W4360996818A5013670366 @default.
- W4360996818 hasAuthorship W4360996818A5036293682 @default.
- W4360996818 hasConcept C105795698 @default.
- W4360996818 hasConcept C106301342 @default.
- W4360996818 hasConcept C115961682 @default.
- W4360996818 hasConcept C121332964 @default.
- W4360996818 hasConcept C136943445 @default.
- W4360996818 hasConcept C139945424 @default.
- W4360996818 hasConcept C153180895 @default.
- W4360996818 hasConcept C154579607 @default.
- W4360996818 hasConcept C154945302 @default.
- W4360996818 hasConcept C30387639 @default.
- W4360996818 hasConcept C31972630 @default.
- W4360996818 hasConcept C33923547 @default.
- W4360996818 hasConcept C41008148 @default.
- W4360996818 hasConcept C53533937 @default.
- W4360996818 hasConcept C55020928 @default.
- W4360996818 hasConcept C62520636 @default.
- W4360996818 hasConceptScore W4360996818C105795698 @default.
- W4360996818 hasConceptScore W4360996818C106301342 @default.
- W4360996818 hasConceptScore W4360996818C115961682 @default.
- W4360996818 hasConceptScore W4360996818C121332964 @default.
- W4360996818 hasConceptScore W4360996818C136943445 @default.
- W4360996818 hasConceptScore W4360996818C139945424 @default.
- W4360996818 hasConceptScore W4360996818C153180895 @default.
- W4360996818 hasConceptScore W4360996818C154579607 @default.
- W4360996818 hasConceptScore W4360996818C154945302 @default.
- W4360996818 hasConceptScore W4360996818C30387639 @default.
- W4360996818 hasConceptScore W4360996818C31972630 @default.
- W4360996818 hasConceptScore W4360996818C33923547 @default.
- W4360996818 hasConceptScore W4360996818C41008148 @default.
- W4360996818 hasConceptScore W4360996818C53533937 @default.
- W4360996818 hasConceptScore W4360996818C55020928 @default.
- W4360996818 hasConceptScore W4360996818C62520636 @default.
- W4360996818 hasLocation W43609968181 @default.
- W4360996818 hasOpenAccess W4360996818 @default.
- W4360996818 hasPrimaryLocation W43609968181 @default.
- W4360996818 hasRelatedWork W1560877396 @default.
- W4360996818 hasRelatedWork W1983610137 @default.
- W4360996818 hasRelatedWork W1986586280 @default.
- W4360996818 hasRelatedWork W2131911629 @default.
- W4360996818 hasRelatedWork W2293399436 @default.
- W4360996818 hasRelatedWork W2368986832 @default.
- W4360996818 hasRelatedWork W2543526180 @default.
- W4360996818 hasRelatedWork W2998082204 @default.
- W4360996818 hasRelatedWork W4225130948 @default.
- W4360996818 hasRelatedWork W4316087359 @default.
- W4360996818 isParatext "false" @default.
- W4360996818 isRetracted "false" @default.
- W4360996818 workType "article" @default.