Matches in SemOpenAlex for { <https://semopenalex.org/work/W2598804554> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2598804554 abstract "Cracking characterization is one of the most important tasks in automated pavement data analysis. Although cracking detection and segmentation algorithms have become more reliable in recent years, accurate cracking classification remains a constant challenge to pavement engineers. Conventionally, manual recognition uses cracking orientation and topological features to classify cracking into different types such as alligator cracking and transverse cracking. However, the rules to classify cracking are often complicated and subjective, which compromises the reliability of computerized implementation. This study develops a support vector machine (SVM)–based method to intelligently identify cracking types in an automated manner. Pavement cracks are grouped using a minimum rectangular cover (MRC) model. Using the relative location, orientation, and size of the MRC, as well as the cracking characteristics such as cracking density and cracking connectivity, three SVM models are compared in this study. It is found that an 88.07% accuracy is achieved for 10,134 MRCs collected from four highway sections using the two-phase SVM model. The proposed methodological framework would improve overall accuracy in cracking classification." @default.
- W2598804554 created "2017-04-07" @default.
- W2598804554 creator A5001355846 @default.
- W2598804554 creator A5008772277 @default.
- W2598804554 creator A5010706327 @default.
- W2598804554 creator A5046732096 @default.
- W2598804554 creator A5083450478 @default.
- W2598804554 date "2017-09-01" @default.
- W2598804554 modified "2023-09-30" @default.
- W2598804554 title "Cracking Classification Using Minimum Rectangular Cover–Based Support Vector Machine" @default.
- W2598804554 cites W1607537728 @default.
- W2598804554 cites W1960097882 @default.
- W2598804554 cites W1967371971 @default.
- W2598804554 cites W2020109627 @default.
- W2598804554 cites W2030398544 @default.
- W2598804554 cites W2031703128 @default.
- W2598804554 cites W2041995828 @default.
- W2598804554 cites W2051022815 @default.
- W2598804554 cites W2060174691 @default.
- W2598804554 cites W2075631365 @default.
- W2598804554 cites W2104093257 @default.
- W2598804554 cites W2153812483 @default.
- W2598804554 cites W2292552783 @default.
- W2598804554 cites W4239510810 @default.
- W2598804554 doi "https://doi.org/10.1061/(asce)cp.1943-5487.0000672" @default.
- W2598804554 hasPublicationYear "2017" @default.
- W2598804554 type Work @default.
- W2598804554 sameAs 2598804554 @default.
- W2598804554 citedByCount "31" @default.
- W2598804554 countsByYear W25988045542018 @default.
- W2598804554 countsByYear W25988045542019 @default.
- W2598804554 countsByYear W25988045542020 @default.
- W2598804554 countsByYear W25988045542021 @default.
- W2598804554 countsByYear W25988045542022 @default.
- W2598804554 countsByYear W25988045542023 @default.
- W2598804554 crossrefType "journal-article" @default.
- W2598804554 hasAuthorship W2598804554A5001355846 @default.
- W2598804554 hasAuthorship W2598804554A5008772277 @default.
- W2598804554 hasAuthorship W2598804554A5010706327 @default.
- W2598804554 hasAuthorship W2598804554A5046732096 @default.
- W2598804554 hasAuthorship W2598804554A5083450478 @default.
- W2598804554 hasConcept C12267149 @default.
- W2598804554 hasConcept C124101348 @default.
- W2598804554 hasConcept C127413603 @default.
- W2598804554 hasConcept C153180895 @default.
- W2598804554 hasConcept C154945302 @default.
- W2598804554 hasConcept C159985019 @default.
- W2598804554 hasConcept C192562407 @default.
- W2598804554 hasConcept C41008148 @default.
- W2598804554 hasConcept C58396970 @default.
- W2598804554 hasConcept C66938386 @default.
- W2598804554 hasConceptScore W2598804554C12267149 @default.
- W2598804554 hasConceptScore W2598804554C124101348 @default.
- W2598804554 hasConceptScore W2598804554C127413603 @default.
- W2598804554 hasConceptScore W2598804554C153180895 @default.
- W2598804554 hasConceptScore W2598804554C154945302 @default.
- W2598804554 hasConceptScore W2598804554C159985019 @default.
- W2598804554 hasConceptScore W2598804554C192562407 @default.
- W2598804554 hasConceptScore W2598804554C41008148 @default.
- W2598804554 hasConceptScore W2598804554C58396970 @default.
- W2598804554 hasConceptScore W2598804554C66938386 @default.
- W2598804554 hasIssue "5" @default.
- W2598804554 hasLocation W25988045541 @default.
- W2598804554 hasOpenAccess W2598804554 @default.
- W2598804554 hasPrimaryLocation W25988045541 @default.
- W2598804554 hasRelatedWork W2041399278 @default.
- W2598804554 hasRelatedWork W2056016498 @default.
- W2598804554 hasRelatedWork W2136184105 @default.
- W2598804554 hasRelatedWork W2336974148 @default.
- W2598804554 hasRelatedWork W2389470892 @default.
- W2598804554 hasRelatedWork W3013515612 @default.
- W2598804554 hasRelatedWork W4205671340 @default.
- W2598804554 hasRelatedWork W4293087713 @default.
- W2598804554 hasRelatedWork W2187500075 @default.
- W2598804554 hasRelatedWork W2345184372 @default.
- W2598804554 hasVolume "31" @default.
- W2598804554 isParatext "false" @default.
- W2598804554 isRetracted "false" @default.
- W2598804554 magId "2598804554" @default.
- W2598804554 workType "article" @default.