Matches in SemOpenAlex for { <https://semopenalex.org/work/W2154495440> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2154495440 abstract "This paper presents a creative general purpose segmentation system, potentially capable of object extraction from RGB images. The segmentation takes place by initially performing K-means clustering and then recombination. K-means algorithm uses RGB color values, diagonal busyness factor (sum of color differences among central and diagonal pixels) and epsilon spatiality factor (sum of Euclidian distances of pixels belonging to a particular cluster from their cluster center) as its clustering parameters in order to produce optionally compact or loose clusters representative of inherent color and texture. In addition, three different distribution methods are introduced to initialize central points and therefore improve the clustering accuracy. The methods are evenly spaced values, random values and evenly spaced samples respectively. In evenly spaced values, clusters (central points) are evenly distributed along the range of RGB colors available with in the image so that each cluster may partially represent a sub range of the total range of colors available with in the image. In random values, the distribution of clusters (central points) is not even. To define a central point an RGB color is randomly selected from the range of RGB colors available with in the image. In evenly spaced samples the distribution of clusters (central points) is based on X and Y (width and height) coordinates rather than color. To obtain an even distribution, total number of image pixels are calculated and then divided by the number of clusters (central points). Recombination is performed by scanning the neighborhood of each pixel in eight connected directions and determining the class (cluster) to which majority of neighbors belong. The class of central pixel (the pixel whose neighborhood is scanned) is then changed to the class (cluster) that majority of neighbors belong." @default.
- W2154495440 created "2016-06-24" @default.
- W2154495440 creator A5020092308 @default.
- W2154495440 creator A5040269562 @default.
- W2154495440 date "2009-08-01" @default.
- W2154495440 modified "2023-10-14" @default.
- W2154495440 title "A K-means Based Generic Segmentation System" @default.
- W2154495440 cites W1596158977 @default.
- W2154495440 cites W1887536121 @default.
- W2154495440 cites W1990130348 @default.
- W2154495440 cites W1999387261 @default.
- W2154495440 cites W2127218421 @default.
- W2154495440 cites W2128756209 @default.
- W2154495440 cites W2154020982 @default.
- W2154495440 cites W2171096036 @default.
- W2154495440 cites W2611684114 @default.
- W2154495440 doi "https://doi.org/10.1109/cgiv.2009.8" @default.
- W2154495440 hasPublicationYear "2009" @default.
- W2154495440 type Work @default.
- W2154495440 sameAs 2154495440 @default.
- W2154495440 citedByCount "12" @default.
- W2154495440 countsByYear W21544954402012 @default.
- W2154495440 countsByYear W21544954402013 @default.
- W2154495440 countsByYear W21544954402014 @default.
- W2154495440 countsByYear W21544954402015 @default.
- W2154495440 countsByYear W21544954402016 @default.
- W2154495440 countsByYear W21544954402018 @default.
- W2154495440 crossrefType "proceedings-article" @default.
- W2154495440 hasAuthorship W2154495440A5020092308 @default.
- W2154495440 hasAuthorship W2154495440A5040269562 @default.
- W2154495440 hasConcept C115961682 @default.
- W2154495440 hasConcept C124504099 @default.
- W2154495440 hasConcept C130367717 @default.
- W2154495440 hasConcept C142616399 @default.
- W2154495440 hasConcept C153180895 @default.
- W2154495440 hasConcept C154945302 @default.
- W2154495440 hasConcept C160633673 @default.
- W2154495440 hasConcept C2524010 @default.
- W2154495440 hasConcept C31972630 @default.
- W2154495440 hasConcept C33923547 @default.
- W2154495440 hasConcept C41008148 @default.
- W2154495440 hasConcept C63099799 @default.
- W2154495440 hasConcept C67561299 @default.
- W2154495440 hasConcept C73555534 @default.
- W2154495440 hasConcept C82990744 @default.
- W2154495440 hasConcept C89600930 @default.
- W2154495440 hasConcept C9417928 @default.
- W2154495440 hasConceptScore W2154495440C115961682 @default.
- W2154495440 hasConceptScore W2154495440C124504099 @default.
- W2154495440 hasConceptScore W2154495440C130367717 @default.
- W2154495440 hasConceptScore W2154495440C142616399 @default.
- W2154495440 hasConceptScore W2154495440C153180895 @default.
- W2154495440 hasConceptScore W2154495440C154945302 @default.
- W2154495440 hasConceptScore W2154495440C160633673 @default.
- W2154495440 hasConceptScore W2154495440C2524010 @default.
- W2154495440 hasConceptScore W2154495440C31972630 @default.
- W2154495440 hasConceptScore W2154495440C33923547 @default.
- W2154495440 hasConceptScore W2154495440C41008148 @default.
- W2154495440 hasConceptScore W2154495440C63099799 @default.
- W2154495440 hasConceptScore W2154495440C67561299 @default.
- W2154495440 hasConceptScore W2154495440C73555534 @default.
- W2154495440 hasConceptScore W2154495440C82990744 @default.
- W2154495440 hasConceptScore W2154495440C89600930 @default.
- W2154495440 hasConceptScore W2154495440C9417928 @default.
- W2154495440 hasLocation W21544954401 @default.
- W2154495440 hasOpenAccess W2154495440 @default.
- W2154495440 hasPrimaryLocation W21544954401 @default.
- W2154495440 hasRelatedWork W1535386177 @default.
- W2154495440 hasRelatedWork W2017711803 @default.
- W2154495440 hasRelatedWork W2043521556 @default.
- W2154495440 hasRelatedWork W2074642375 @default.
- W2154495440 hasRelatedWork W2084043065 @default.
- W2154495440 hasRelatedWork W2107753383 @default.
- W2154495440 hasRelatedWork W2138285365 @default.
- W2154495440 hasRelatedWork W2138682542 @default.
- W2154495440 hasRelatedWork W2167219017 @default.
- W2154495440 hasRelatedWork W2384842877 @default.
- W2154495440 hasRelatedWork W2899147465 @default.
- W2154495440 hasRelatedWork W3023341253 @default.
- W2154495440 hasRelatedWork W3145268468 @default.
- W2154495440 hasRelatedWork W1486489519 @default.
- W2154495440 hasRelatedWork W2397181345 @default.
- W2154495440 hasRelatedWork W2558978085 @default.
- W2154495440 hasRelatedWork W2775465156 @default.
- W2154495440 hasRelatedWork W2849051025 @default.
- W2154495440 hasRelatedWork W2870309576 @default.
- W2154495440 hasRelatedWork W3020751521 @default.
- W2154495440 isParatext "false" @default.
- W2154495440 isRetracted "false" @default.
- W2154495440 magId "2154495440" @default.
- W2154495440 workType "article" @default.