FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2158830116> ?p ?o ?g. }

• W2158830116 endingPage "22" @default.
• W2158830116 startingPage "1" @default.
• W2158830116 abstract "Counting craters in remotely sensed images is the only tool that provides relative dating of remote planetary surfaces. Surveying craters requires counting a large amount of small subkilometer craters, which calls for highly efficient automatic crater detection. In this article, we present an integrated framework on autodetection of subkilometer craters with boosting and transfer learning. The framework contains three key components. First, we utilize mathematical morphology to efficiently identify crater candidates , the regions of an image that can potentially contain craters. Only those regions occupying relatively small portions of the original image are the subjects of further processing. Second, we extract and select image texture features, in combination with supervised boosting ensemble learning algorithms, to accurately classify crater candidates into craters and noncraters. Third, we integrate transfer learning into boosting, to enhance detection performance in the regions where surface morphology differs from what is characterized by the training set. Our framework is evaluated on a large test image of 37,500 × 56,250 m 2 on Mars, which exhibits a heavily cratered Martian terrain characterized by nonuniform surface morphology. Empirical studies demonstrate that the proposed crater detection framework can achieve an F1 score above 0.85, a significant improvement over the other crater detection algorithms." @default.
• W2158830116 created "2016-06-24" @default.
• W2158830116 creator A5008808653 @default.
• W2158830116 creator A5026706868 @default.
• W2158830116 creator A5029855304 @default.
• W2158830116 creator A5034766193 @default.
• W2158830116 creator A5061449961 @default.
• W2158830116 creator A5075449892 @default.
• W2158830116 creator A5080738591 @default.
• W2158830116 creator A5088432110 @default.
• W2158830116 creator A5090417785 @default.
• W2158830116 date "2011-07-01" @default.
• W2158830116 modified "2023-10-15" @default.
• W2158830116 title "Subkilometer crater discovery with boosting and transfer learning" @default.
• W2158830116 cites W1515374603 @default.
• W2158830116 cites W1624814720 @default.
• W2158830116 cites W1965555277 @default.
• W2158830116 cites W2044996558 @default.
• W2158830116 cites W2060300295 @default.
• W2158830116 cites W2060779202 @default.
• W2158830116 cites W2068402305 @default.
• W2158830116 cites W2070651968 @default.
• W2158830116 cites W2082364564 @default.
• W2158830116 cites W2087347434 @default.
• W2158830116 cites W2091756975 @default.
• W2158830116 cites W2112720808 @default.
• W2158830116 cites W2113865155 @default.
• W2158830116 cites W2122838776 @default.
• W2158830116 cites W2127592841 @default.
• W2158830116 cites W2165122305 @default.
• W2158830116 cites W2165698076 @default.
• W2158830116 cites W3097096317 @default.
• W2158830116 doi "https://doi.org/10.1145/1989734.1989743" @default.
• W2158830116 hasPublicationYear "2011" @default.
• W2158830116 type Work @default.
• W2158830116 sameAs 2158830116 @default.
• W2158830116 citedByCount "52" @default.
• W2158830116 countsByYear W21588301162012 @default.
• W2158830116 countsByYear W21588301162013 @default.
• W2158830116 countsByYear W21588301162014 @default.
• W2158830116 countsByYear W21588301162015 @default.
• W2158830116 countsByYear W21588301162016 @default.
• W2158830116 countsByYear W21588301162017 @default.
• W2158830116 countsByYear W21588301162018 @default.
• W2158830116 countsByYear W21588301162019 @default.
• W2158830116 countsByYear W21588301162020 @default.
• W2158830116 countsByYear W21588301162021 @default.
• W2158830116 countsByYear W21588301162022 @default.
• W2158830116 countsByYear W21588301162023 @default.
• W2158830116 crossrefType "journal-article" @default.
• W2158830116 hasAuthorship W2158830116A5008808653 @default.
• W2158830116 hasAuthorship W2158830116A5026706868 @default.
• W2158830116 hasAuthorship W2158830116A5029855304 @default.
• W2158830116 hasAuthorship W2158830116A5034766193 @default.
• W2158830116 hasAuthorship W2158830116A5061449961 @default.
• W2158830116 hasAuthorship W2158830116A5075449892 @default.
• W2158830116 hasAuthorship W2158830116A5080738591 @default.
• W2158830116 hasAuthorship W2158830116A5088432110 @default.
• W2158830116 hasAuthorship W2158830116A5090417785 @default.
• W2158830116 hasBestOaLocation W21588301162 @default.
• W2158830116 hasConcept C121332964 @default.
• W2158830116 hasConcept C127313418 @default.
• W2158830116 hasConcept C150899416 @default.
• W2158830116 hasConcept C153180895 @default.
• W2158830116 hasConcept C154945302 @default.
• W2158830116 hasConcept C161840515 @default.
• W2158830116 hasConcept C179537507 @default.
• W2158830116 hasConcept C205649164 @default.
• W2158830116 hasConcept C2778600265 @default.
• W2158830116 hasConcept C41008148 @default.
• W2158830116 hasConcept C46686674 @default.
• W2158830116 hasConcept C58640448 @default.
• W2158830116 hasConcept C62649853 @default.
• W2158830116 hasConcept C83260615 @default.
• W2158830116 hasConcept C87355193 @default.
• W2158830116 hasConceptScore W2158830116C121332964 @default.
• W2158830116 hasConceptScore W2158830116C127313418 @default.
• W2158830116 hasConceptScore W2158830116C150899416 @default.
• W2158830116 hasConceptScore W2158830116C153180895 @default.
• W2158830116 hasConceptScore W2158830116C154945302 @default.
• W2158830116 hasConceptScore W2158830116C161840515 @default.
• W2158830116 hasConceptScore W2158830116C179537507 @default.
• W2158830116 hasConceptScore W2158830116C205649164 @default.
• W2158830116 hasConceptScore W2158830116C2778600265 @default.
• W2158830116 hasConceptScore W2158830116C41008148 @default.
• W2158830116 hasConceptScore W2158830116C46686674 @default.
• W2158830116 hasConceptScore W2158830116C58640448 @default.
• W2158830116 hasConceptScore W2158830116C62649853 @default.
• W2158830116 hasConceptScore W2158830116C83260615 @default.
• W2158830116 hasConceptScore W2158830116C87355193 @default.
• W2158830116 hasFunder F4320306101 @default.
• W2158830116 hasIssue "4" @default.
• W2158830116 hasLocation W21588301161 @default.
• W2158830116 hasLocation W21588301162 @default.
• W2158830116 hasOpenAccess W2158830116 @default.
• W2158830116 hasPrimaryLocation W21588301161 @default.
• W2158830116 hasRelatedWork W1518949531 @default.
• W2158830116 hasRelatedWork W1522665625 @default.

• next