{"id":"https://openalex.org/W4400252343","doi":"https://doi.org/10.1007/978-3-031-58174-8_2","title":"Automated Detection of Cracks in Asphalt Pavement Images Using Texture Descriptors and Machine Learning Classifier","display_name":"Automated Detection of Cracks in Asphalt Pavement Images Using Texture Descriptors and Machine Learning Classifier","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400252343","doi":"https://doi.org/10.1007/978-3-031-58174-8_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-58174-8_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58174-8_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087611743","display_name":"R. Rakshitha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"R. Rakshitha","raw_affiliation_strings":["JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079083352","display_name":"S. Srinath","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Srinath","raw_affiliation_strings":["JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037947497","display_name":"Nitish Kumar","orcid":"https://orcid.org/0000-0001-5479-0755"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N. Vinay Kumar","raw_affiliation_strings":["Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059317087","display_name":"S. Rashmi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Rashmi","raw_affiliation_strings":["JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017597806","display_name":"B. V. Poornima","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137436","display_name":"JSS Science and Technology University","ror":"https://ror.org/04mnmkz07","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210137436"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. V. Poornima","raw_affiliation_strings":["JSS Science and Technology University, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"JSS Science and Technology University, Mysuru, India","institution_ids":["https://openalex.org/I4210137436"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087611743"],"corresponding_institution_ids":["https://openalex.org/I4210137436"],"apc_list":null,"apc_paid":null,"fwci":5.6117,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94975359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11850","display_name":"Concrete Corrosion and Durability","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.662750244140625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5582218766212463},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5240938067436218},{"id":"https://openalex.org/keywords/asphalt-pavement","display_name":"Asphalt pavement","score":0.5113422274589539},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.4776526689529419},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44646337628364563},{"id":"https://openalex.org/keywords/asphalt","display_name":"Asphalt","score":0.4458153247833252},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4179791510105133},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2255542278289795},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.1789364218711853},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07493159174919128}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.662750244140625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5582218766212463},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5240938067436218},{"id":"https://openalex.org/C2986189917","wikidata":"https://www.wikidata.org/wiki/Q1049667","display_name":"Asphalt pavement","level":3,"score":0.5113422274589539},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.4776526689529419},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44646337628364563},{"id":"https://openalex.org/C168056786","wikidata":"https://www.wikidata.org/wiki/Q202251","display_name":"Asphalt","level":2,"score":0.4458153247833252},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4179791510105133},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2255542278289795},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.1789364218711853},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07493159174919128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-58174-8_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58174-8_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W80253515","https://openalex.org/W1862829300","https://openalex.org/W1974605586","https://openalex.org/W1995130521","https://openalex.org/W2008935780","https://openalex.org/W2019496031","https://openalex.org/W2044465660","https://openalex.org/W2138014601","https://openalex.org/W2149787699","https://openalex.org/W2155985447","https://openalex.org/W2163352987","https://openalex.org/W2289283324","https://openalex.org/W2290482718","https://openalex.org/W2407692387","https://openalex.org/W2511065100","https://openalex.org/W2546092521","https://openalex.org/W2766725032","https://openalex.org/W2884786778","https://openalex.org/W2898061234","https://openalex.org/W2912049211","https://openalex.org/W2913071089","https://openalex.org/W2913348995","https://openalex.org/W2998997213","https://openalex.org/W3001456352","https://openalex.org/W3034059856","https://openalex.org/W3124942917","https://openalex.org/W3136227916","https://openalex.org/W3136611617","https://openalex.org/W3137017695","https://openalex.org/W3137274716","https://openalex.org/W3138867123","https://openalex.org/W3161660388","https://openalex.org/W3166329543","https://openalex.org/W3200966602","https://openalex.org/W4391738281"],"related_works":["https://openalex.org/W2356117781","https://openalex.org/W4239581283","https://openalex.org/W587358849","https://openalex.org/W2104687338","https://openalex.org/W209876844","https://openalex.org/W2371800141","https://openalex.org/W3095824171","https://openalex.org/W2381492307","https://openalex.org/W2607661942","https://openalex.org/W577391634"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
