Matches in SemOpenAlex for { <https://semopenalex.org/work/W2284207680> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W2284207680 abstract "An effective method of pattern classification for dermoscopic images based on structure textons and Bag-of-Features (BoFs) model is proposed in this paper. Firstly, the pattern structures of images were enhanced. Secondly, images with obvious directivity were rotated to align their principal directions with horizontal axis, and Otsu method was used to obtain interesting regions. The intensity values of each pixel in the interesting region and its neighborhood composed patch vector. For each pattern, patch vectors of training images were clustered to generate K structure textons and a dictionary with 5 K elements was obtained. Then BoFs model was applied to obtain texton histograms for training and testing images respectively. Finally, a nearest neighbor classifier with chi-square distance was adopted to classify. The experimental results shows that our enhancement method is beneficial to pattern classification and correct classification rate achieves 91.87 %." @default.
- W2284207680 created "2016-06-24" @default.
- W2284207680 creator A5002444896 @default.
- W2284207680 creator A5052196775 @default.
- W2284207680 creator A5059443204 @default.
- W2284207680 creator A5064842058 @default.
- W2284207680 date "2015-01-01" @default.
- W2284207680 modified "2023-09-27" @default.
- W2284207680 title "Pattern Classification for Dermoscopic Images Based on Structure Textons and Bag-of-Features Model" @default.
- W2284207680 cites W1967710672 @default.
- W2284207680 cites W1980621031 @default.
- W2284207680 cites W1993783122 @default.
- W2284207680 cites W2060761948 @default.
- W2284207680 cites W2076611718 @default.
- W2284207680 cites W2078187356 @default.
- W2284207680 cites W2108082645 @default.
- W2284207680 cites W2150935650 @default.
- W2284207680 cites W2152548630 @default.
- W2284207680 cites W2163352848 @default.
- W2284207680 cites W2169961966 @default.
- W2284207680 cites W4244042913 @default.
- W2284207680 doi "https://doi.org/10.1007/978-3-319-21969-1_4" @default.
- W2284207680 hasPublicationYear "2015" @default.
- W2284207680 type Work @default.
- W2284207680 sameAs 2284207680 @default.
- W2284207680 citedByCount "0" @default.
- W2284207680 crossrefType "book-chapter" @default.
- W2284207680 hasAuthorship W2284207680A5002444896 @default.
- W2284207680 hasAuthorship W2284207680A5052196775 @default.
- W2284207680 hasAuthorship W2284207680A5059443204 @default.
- W2284207680 hasAuthorship W2284207680A5064842058 @default.
- W2284207680 hasConcept C115961682 @default.
- W2284207680 hasConcept C153180895 @default.
- W2284207680 hasConcept C154945302 @default.
- W2284207680 hasConcept C160633673 @default.
- W2284207680 hasConcept C31972630 @default.
- W2284207680 hasConcept C41008148 @default.
- W2284207680 hasConcept C53533937 @default.
- W2284207680 hasConcept C75294576 @default.
- W2284207680 hasConcept C95623464 @default.
- W2284207680 hasConceptScore W2284207680C115961682 @default.
- W2284207680 hasConceptScore W2284207680C153180895 @default.
- W2284207680 hasConceptScore W2284207680C154945302 @default.
- W2284207680 hasConceptScore W2284207680C160633673 @default.
- W2284207680 hasConceptScore W2284207680C31972630 @default.
- W2284207680 hasConceptScore W2284207680C41008148 @default.
- W2284207680 hasConceptScore W2284207680C53533937 @default.
- W2284207680 hasConceptScore W2284207680C75294576 @default.
- W2284207680 hasConceptScore W2284207680C95623464 @default.
- W2284207680 hasLocation W22842076801 @default.
- W2284207680 hasOpenAccess W2284207680 @default.
- W2284207680 hasPrimaryLocation W22842076801 @default.
- W2284207680 hasRelatedWork W1993783122 @default.
- W2284207680 hasRelatedWork W1996787038 @default.
- W2284207680 hasRelatedWork W2028358677 @default.
- W2284207680 hasRelatedWork W2035942744 @default.
- W2284207680 hasRelatedWork W2115585711 @default.
- W2284207680 hasRelatedWork W2146106205 @default.
- W2284207680 hasRelatedWork W2164002571 @default.
- W2284207680 hasRelatedWork W2164034100 @default.
- W2284207680 hasRelatedWork W2173628450 @default.
- W2284207680 hasRelatedWork W2184431726 @default.
- W2284207680 hasRelatedWork W2298982192 @default.
- W2284207680 hasRelatedWork W2377129598 @default.
- W2284207680 hasRelatedWork W2384174282 @default.
- W2284207680 hasRelatedWork W2384300519 @default.
- W2284207680 hasRelatedWork W2944354449 @default.
- W2284207680 hasRelatedWork W2955193737 @default.
- W2284207680 hasRelatedWork W2979641730 @default.
- W2284207680 hasRelatedWork W2982233537 @default.
- W2284207680 hasRelatedWork W2553658576 @default.
- W2284207680 hasRelatedWork W2926924143 @default.
- W2284207680 isParatext "false" @default.
- W2284207680 isRetracted "false" @default.
- W2284207680 magId "2284207680" @default.
- W2284207680 workType "book-chapter" @default.