Matches in SemOpenAlex for { <https://semopenalex.org/work/W2512499728> ?p ?o ?g. }
Showing items 1 to 55 of
55
with 100 items per page.
- W2512499728 endingPage "428" @default.
- W2512499728 startingPage "422" @default.
- W2512499728 abstract "Segmentation divides an image into foreground object and the background object. In our case foreground object is brain tumor and background is CSF, white matter, and grey matter. Aim of our study is to detect the tumor and remove the background completely and compare the morphological operations that can be used for this purpose. Segmentation remains a challenging area for researchers since many segmentation methods results in over segmentation or under segmentation and hence, leads to the false interpretation of the results. The proposed work is the comparative study of the morphological segmentation methods for segmenting brain tumor from MRI images. Before segmentation, filtration process is carried out using two method, Non Local mean filter and median filter and their results are compared using MSE and PSNR. NL mean filter preserves sharp edges and fine details in an image hence, preferred over median filter. Also tumor location is identified, to get an approximate idea about the position of the tumor in the brain i.e. in which part the brain tumor is located. The tumor is identified by using different algorithms which are based on morphology such as watershed segmentation, morphological erosion, and hole filling algorithm and comparison between them is carried out based on parameters like accuracy, sensitivity and elapsed time. Each of the segmentation results are compared with the tumor obtained using interactive tool present in MATLAB R2013b." @default.
- W2512499728 created "2016-09-16" @default.
- W2512499728 creator A5055312485 @default.
- W2512499728 creator A5076050694 @default.
- W2512499728 date "2015-03-25" @default.
- W2512499728 modified "2023-09-27" @default.
- W2512499728 title "COMPARITIVE STUDY OF BRAIN TUMOR DETECTION USING MORPHOLOGICAL OPERATORS" @default.
- W2512499728 cites W2046372571 @default.
- W2512499728 cites W2085770918 @default.
- W2512499728 cites W2136396015 @default.
- W2512499728 cites W2148159155 @default.
- W2512499728 cites W2182635617 @default.
- W2512499728 doi "https://doi.org/10.15623/ijret.2015.0403071" @default.
- W2512499728 hasPublicationYear "2015" @default.
- W2512499728 type Work @default.
- W2512499728 sameAs 2512499728 @default.
- W2512499728 citedByCount "2" @default.
- W2512499728 countsByYear W25124997282017 @default.
- W2512499728 countsByYear W25124997282019 @default.
- W2512499728 crossrefType "journal-article" @default.
- W2512499728 hasAuthorship W2512499728A5055312485 @default.
- W2512499728 hasAuthorship W2512499728A5076050694 @default.
- W2512499728 hasConcept C142724271 @default.
- W2512499728 hasConcept C153180895 @default.
- W2512499728 hasConcept C154945302 @default.
- W2512499728 hasConcept C2779130545 @default.
- W2512499728 hasConcept C41008148 @default.
- W2512499728 hasConcept C71924100 @default.
- W2512499728 hasConceptScore W2512499728C142724271 @default.
- W2512499728 hasConceptScore W2512499728C153180895 @default.
- W2512499728 hasConceptScore W2512499728C154945302 @default.
- W2512499728 hasConceptScore W2512499728C2779130545 @default.
- W2512499728 hasConceptScore W2512499728C41008148 @default.
- W2512499728 hasConceptScore W2512499728C71924100 @default.
- W2512499728 hasIssue "03" @default.
- W2512499728 hasLocation W25124997281 @default.
- W2512499728 hasOpenAccess W2512499728 @default.
- W2512499728 hasPrimaryLocation W25124997281 @default.
- W2512499728 hasRelatedWork W1978450727 @default.
- W2512499728 hasRelatedWork W2033914206 @default.
- W2512499728 hasRelatedWork W2046077695 @default.
- W2512499728 hasRelatedWork W2163831990 @default.
- W2512499728 hasRelatedWork W2378160586 @default.
- W2512499728 hasRelatedWork W2748952813 @default.
- W2512499728 hasRelatedWork W2899084033 @default.
- W2512499728 hasRelatedWork W3003836766 @default.
- W2512499728 hasRelatedWork W3172170756 @default.
- W2512499728 hasRelatedWork W4226100381 @default.
- W2512499728 hasVolume "04" @default.
- W2512499728 isParatext "false" @default.
- W2512499728 isRetracted "false" @default.
- W2512499728 magId "2512499728" @default.
- W2512499728 workType "article" @default.