FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201993819> ?p ?o ?g. }

• W3201993819 abstract "The ability to identify similar sandstones to a given sample is important where the provenance of the sample is unknown or the quarry of origin is no longer in operation. In the case of building stones from heritage buildings in protected areas, it may be mandatory. Here, a proof of concept for an automated similarity measure is presented by means of a convolutional autoencoder that is able to extract features from a sample thin section and use these features to identify the most similar sample in an existing image library. The approach considers only the shape of the pore space between grains, as, if the pore space alone contains enough information to distinguish between samples, the required image pre-processing and training of a model is greatly simplified. The trained model is able to predict correctly the progenitor quarry of a thin section, from an eight-class dataset of Scottish sandstones, with an accuracy of 47.9%. This prototype, although insufficient for commercial purposes, forms a benchmark for future models against which improvements can be assessed and some of which are suggested. Thematic collection: This article is part of the Digitization and Digitalization in engineering geology and hydrogeology collection available at: https://www.lyellcollection.org/cc/digitization-and-digitalization-in-engineering-geology-and-hydrogeology" @default.
• W3201993819 created "2021-10-11" @default.
• W3201993819 creator A5008640416 @default.
• W3201993819 creator A5039117260 @default.
• W3201993819 creator A5045467623 @default.
• W3201993819 creator A5074516604 @default.
• W3201993819 creator A5046970093 @default.
• W3201993819 date "2021-09-29" @default.
• W3201993819 modified "2023-09-27" @default.
• W3201993819 title "Machine learning applied to pore-space geometry in sandstones: a tool for evaluating grain-scale similarity?" @default.
• W3201993819 cites W1131320503 @default.
• W3201993819 cites W1932847118 @default.
• W3201993819 cites W2006181347 @default.
• W3201993819 cites W2064816107 @default.
• W3201993819 cites W2076063813 @default.
• W3201993819 cites W2194775991 @default.
• W3201993819 cites W2744205936 @default.
• W3201993819 cites W2753789438 @default.
• W3201993819 cites W2797372563 @default.
• W3201993819 cites W2887995201 @default.
• W3201993819 cites W2896507404 @default.
• W3201993819 cites W2911268982 @default.
• W3201993819 cites W3011537656 @default.
• W3201993819 cites W3037975893 @default.
• W3201993819 doi "https://doi.org/10.1144/qjegh2020-183" @default.
• W3201993819 hasPublicationYear "2021" @default.
• W3201993819 type Work @default.
• W3201993819 sameAs 3201993819 @default.
• W3201993819 citedByCount "0" @default.
• W3201993819 crossrefType "journal-article" @default.
• W3201993819 hasAuthorship W3201993819A5008640416 @default.
• W3201993819 hasAuthorship W3201993819A5039117260 @default.
• W3201993819 hasAuthorship W3201993819A5045467623 @default.
• W3201993819 hasAuthorship W3201993819A5046970093 @default.
• W3201993819 hasAuthorship W3201993819A5074516604 @default.
• W3201993819 hasBestOaLocation W32019938192 @default.
• W3201993819 hasConcept C101738243 @default.
• W3201993819 hasConcept C103278499 @default.
• W3201993819 hasConcept C111919701 @default.
• W3201993819 hasConcept C115961682 @default.
• W3201993819 hasConcept C124101348 @default.
• W3201993819 hasConcept C127313418 @default.
• W3201993819 hasConcept C13280743 @default.
• W3201993819 hasConcept C153180895 @default.
• W3201993819 hasConcept C154945302 @default.
• W3201993819 hasConcept C16674752 @default.
• W3201993819 hasConcept C185592680 @default.
• W3201993819 hasConcept C185798385 @default.
• W3201993819 hasConcept C187320778 @default.
• W3201993819 hasConcept C198531522 @default.
• W3201993819 hasConcept C205649164 @default.
• W3201993819 hasConcept C2778755073 @default.
• W3201993819 hasConcept C2779308522 @default.
• W3201993819 hasConcept C2780129039 @default.
• W3201993819 hasConcept C31972630 @default.
• W3201993819 hasConcept C33556824 @default.
• W3201993819 hasConcept C41008148 @default.
• W3201993819 hasConcept C43617362 @default.
• W3201993819 hasConcept C50644808 @default.
• W3201993819 hasConcept C58640448 @default.
• W3201993819 hasConcept C93692415 @default.
• W3201993819 hasConceptScore W3201993819C101738243 @default.
• W3201993819 hasConceptScore W3201993819C103278499 @default.
• W3201993819 hasConceptScore W3201993819C111919701 @default.
• W3201993819 hasConceptScore W3201993819C115961682 @default.
• W3201993819 hasConceptScore W3201993819C124101348 @default.
• W3201993819 hasConceptScore W3201993819C127313418 @default.
• W3201993819 hasConceptScore W3201993819C13280743 @default.
• W3201993819 hasConceptScore W3201993819C153180895 @default.
• W3201993819 hasConceptScore W3201993819C154945302 @default.
• W3201993819 hasConceptScore W3201993819C16674752 @default.
• W3201993819 hasConceptScore W3201993819C185592680 @default.
• W3201993819 hasConceptScore W3201993819C185798385 @default.
• W3201993819 hasConceptScore W3201993819C187320778 @default.
• W3201993819 hasConceptScore W3201993819C198531522 @default.
• W3201993819 hasConceptScore W3201993819C205649164 @default.
• W3201993819 hasConceptScore W3201993819C2778755073 @default.
• W3201993819 hasConceptScore W3201993819C2779308522 @default.
• W3201993819 hasConceptScore W3201993819C2780129039 @default.
• W3201993819 hasConceptScore W3201993819C31972630 @default.
• W3201993819 hasConceptScore W3201993819C33556824 @default.
• W3201993819 hasConceptScore W3201993819C41008148 @default.
• W3201993819 hasConceptScore W3201993819C43617362 @default.
• W3201993819 hasConceptScore W3201993819C50644808 @default.
• W3201993819 hasConceptScore W3201993819C58640448 @default.
• W3201993819 hasConceptScore W3201993819C93692415 @default.
• W3201993819 hasFunder F4320321464 @default.
• W3201993819 hasIssue "1" @default.
• W3201993819 hasLocation W32019938191 @default.
• W3201993819 hasLocation W32019938192 @default.
• W3201993819 hasOpenAccess W3201993819 @default.
• W3201993819 hasPrimaryLocation W32019938191 @default.
• W3201993819 hasRelatedWork W10253414 @default.
• W3201993819 hasRelatedWork W10295217 @default.
• W3201993819 hasRelatedWork W12829028 @default.
• W3201993819 hasRelatedWork W4771408 @default.
• W3201993819 hasRelatedWork W5318484 @default.
• W3201993819 hasRelatedWork W6266756 @default.
• W3201993819 hasRelatedWork W6680660 @default.
• W3201993819 hasRelatedWork W728297 @default.

• next