Matches in SemOpenAlex for { <https://semopenalex.org/work/W4381105005> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W4381105005 endingPage "18" @default.
- W4381105005 startingPage "08" @default.
- W4381105005 abstract "In the modern-day diagnostics, ultrasound play an important role in different applications such as vascular, gynecological, cardiac, and obstetrical for diagnosis the various diseases. The main benefit of the ultrasound is that it is non-invasive method and inexpensive. However, in the real-scenario, ultrasound images contain speckle noise which negatively impact the image quality in terms of edges, texture information, and boundaries. In order to eliminate noise, various filters are deployed by researchers in the literature. The limitations of their method are that a fixed level of noise is removed using conventional filters in which parameter values of the filters are fixed. However, in the real-time situation, the noise is random and adaptive filters are required which eliminate any level of noise. To achieve this goal, this paper proposes an adaptive filtering model for eliminate speckle noise based on yellow saddle goatfish optimization (YSGO) algorithm. The YSGO algorithm is based on the hunting behaviour of the fishes. In the proposed model, bilateral filter and speckle-reducing anisotropic diffusion filtering methods and enhancement power law method are taken under consideration. Further, the parameter values of the filtering method and enhancement methods are determined using the nature-inspired YSGO algorithm. The YSGO algorithm minimize the noise and enhances the image brightness and edge information based on the objective function. In our model, mean square error (MSE) and entropy is taken as the objective function. Further, the proposed model is applied on the standard ultrasound images. The visual analysis of the images is done based on the subjective analysis whereas various performance metrics are measured for measure the image quality in the objective analysis. The results reveals that the proposed model outperforms over the existing models in terms of PSNR." @default.
- W4381105005 created "2023-06-18" @default.
- W4381105005 creator A5004811991 @default.
- W4381105005 creator A5024526896 @default.
- W4381105005 creator A5061805809 @default.
- W4381105005 creator A5079908057 @default.
- W4381105005 date "2023-01-01" @default.
- W4381105005 modified "2023-10-18" @default.
- W4381105005 title "Ultrasound Image Noise Reduction and Enhancement Model based on Yellow Saddle Goatfish Optimization Algorithm" @default.
- W4381105005 doi "https://doi.org/10.54216/fpa.120201" @default.
- W4381105005 hasPublicationYear "2023" @default.
- W4381105005 type Work @default.
- W4381105005 citedByCount "0" @default.
- W4381105005 crossrefType "journal-article" @default.
- W4381105005 hasAuthorship W4381105005A5004811991 @default.
- W4381105005 hasAuthorship W4381105005A5024526896 @default.
- W4381105005 hasAuthorship W4381105005A5061805809 @default.
- W4381105005 hasAuthorship W4381105005A5079908057 @default.
- W4381105005 hasConcept C102248274 @default.
- W4381105005 hasConcept C102290492 @default.
- W4381105005 hasConcept C106131492 @default.
- W4381105005 hasConcept C11413529 @default.
- W4381105005 hasConcept C115961682 @default.
- W4381105005 hasConcept C154945302 @default.
- W4381105005 hasConcept C156140930 @default.
- W4381105005 hasConcept C163294075 @default.
- W4381105005 hasConcept C180940675 @default.
- W4381105005 hasConcept C203504353 @default.
- W4381105005 hasConcept C31972630 @default.
- W4381105005 hasConcept C41008148 @default.
- W4381105005 hasConcept C55352655 @default.
- W4381105005 hasConcept C9417928 @default.
- W4381105005 hasConcept C99498987 @default.
- W4381105005 hasConceptScore W4381105005C102248274 @default.
- W4381105005 hasConceptScore W4381105005C102290492 @default.
- W4381105005 hasConceptScore W4381105005C106131492 @default.
- W4381105005 hasConceptScore W4381105005C11413529 @default.
- W4381105005 hasConceptScore W4381105005C115961682 @default.
- W4381105005 hasConceptScore W4381105005C154945302 @default.
- W4381105005 hasConceptScore W4381105005C156140930 @default.
- W4381105005 hasConceptScore W4381105005C163294075 @default.
- W4381105005 hasConceptScore W4381105005C180940675 @default.
- W4381105005 hasConceptScore W4381105005C203504353 @default.
- W4381105005 hasConceptScore W4381105005C31972630 @default.
- W4381105005 hasConceptScore W4381105005C41008148 @default.
- W4381105005 hasConceptScore W4381105005C55352655 @default.
- W4381105005 hasConceptScore W4381105005C9417928 @default.
- W4381105005 hasConceptScore W4381105005C99498987 @default.
- W4381105005 hasIssue "2" @default.
- W4381105005 hasLocation W43811050051 @default.
- W4381105005 hasOpenAccess W4381105005 @default.
- W4381105005 hasPrimaryLocation W43811050051 @default.
- W4381105005 hasRelatedWork W1905355626 @default.
- W4381105005 hasRelatedWork W1980160456 @default.
- W4381105005 hasRelatedWork W2031488994 @default.
- W4381105005 hasRelatedWork W2280811488 @default.
- W4381105005 hasRelatedWork W2373892450 @default.
- W4381105005 hasRelatedWork W2536791468 @default.
- W4381105005 hasRelatedWork W2938004195 @default.
- W4381105005 hasRelatedWork W2965651030 @default.
- W4381105005 hasRelatedWork W4285055248 @default.
- W4381105005 hasRelatedWork W4312356487 @default.
- W4381105005 hasVolume "12" @default.
- W4381105005 isParatext "false" @default.
- W4381105005 isRetracted "false" @default.
- W4381105005 workType "article" @default.