{"id":"https://openalex.org/W2159986590","doi":"https://doi.org/10.1109/med.2013.6608934","title":"Road pavement crack automatic detection by MMS images","display_name":"Road pavement crack automatic detection by MMS images","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2159986590","doi":"https://doi.org/10.1109/med.2013.6608934","mag":"2159986590"},"language":"en","primary_location":{"id":"doi:10.1109/med.2013.6608934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2013.6608934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"21st Mediterranean Conference on Control and Automation","raw_type":"proceedings-article"},"type":"article","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/A5083358549","display_name":"Adriano Mancini","orcid":"https://orcid.org/0000-0001-5281-9200"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"A. Mancini","raw_affiliation_strings":["Dipartimento di Ingegneria Civile, Edile e Architettura, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Civile, Edile e Architettura, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021027603","display_name":"Eva Savina Malinverni","orcid":"https://orcid.org/0000-0001-6582-2943"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"E. S. Malinverni","raw_affiliation_strings":["Dipartimento di Ingegneria Civile, Edile e Architettura, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Civile, Edile e Architettura, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000889718","display_name":"Emanuele Frontoni","orcid":"https://orcid.org/0000-0002-8893-9244"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"E. Frontoni","raw_affiliation_strings":["Dipartimento di Ingegneria Civile, Edile e Architettura, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Civile, Edile e Architettura, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043094333","display_name":"Primo Zingaretti","orcid":"https://orcid.org/0000-0002-5709-2159"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"P. Zingaretti","raw_affiliation_strings":["Dipartimento di Ingegneria Civile, Edile e Architettura, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Civile, Edile e Architettura, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083358549"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":null,"apc_paid":null,"fwci":3.7802,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92563828,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1589","last_page":"1596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998000264167786,"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":0.9998000264167786,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.9648000001907349,"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/computer-vision","display_name":"Computer vision","score":0.6799883842468262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6232521533966064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5991271734237671},{"id":"https://openalex.org/keywords/raster-data","display_name":"Raster data","score":0.5425977110862732},{"id":"https://openalex.org/keywords/mobile-mapping","display_name":"Mobile mapping","score":0.5342928767204285},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4842493236064911},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.46983832120895386},{"id":"https://openalex.org/keywords/vector-flow","display_name":"Vector flow","score":0.44875675439834595},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.44170263409614563},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4303935170173645},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41028642654418945},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3960282504558563},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.3871460258960724},{"id":"https://openalex.org/keywords/raster-graphics","display_name":"Raster graphics","score":0.3846500515937805},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.14585742354393005},{"id":"https://openalex.org/keywords/point-cloud","display_name":"Point cloud","score":0.10412585735321045}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6799883842468262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6232521533966064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5991271734237671},{"id":"https://openalex.org/C2692088","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster data","level":3,"score":0.5425977110862732},{"id":"https://openalex.org/C2776821279","wikidata":"https://www.wikidata.org/wiki/Q2293902","display_name":"Mobile mapping","level":3,"score":0.5342928767204285},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4842493236064911},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.46983832120895386},{"id":"https://openalex.org/C20749125","wikidata":"https://www.wikidata.org/wiki/Q7917826","display_name":"Vector flow","level":4,"score":0.44875675439834595},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.44170263409614563},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4303935170173645},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41028642654418945},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3960282504558563},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3871460258960724},{"id":"https://openalex.org/C181844469","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster graphics","level":2,"score":0.3846500515937805},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14585742354393005},{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.10412585735321045},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/med.2013.6608934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2013.6608934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"21st Mediterranean Conference on Control and Automation","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.univpm.it:11566/129067","is_oa":false,"landing_page_url":"http://hdl.handle.net/11566/129067","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W312096915","https://openalex.org/W627225617","https://openalex.org/W1993288712","https://openalex.org/W2069223289","https://openalex.org/W2081857838","https://openalex.org/W2083827484","https://openalex.org/W2139383790","https://openalex.org/W2145935542","https://openalex.org/W4256068510","https://openalex.org/W6610855813","https://openalex.org/W6620042978"],"related_works":["https://openalex.org/W2996808565","https://openalex.org/W1997953140","https://openalex.org/W2371122778","https://openalex.org/W4245508207","https://openalex.org/W1488652151","https://openalex.org/W2026066822","https://openalex.org/W2768758348","https://openalex.org/W2954918491","https://openalex.org/W2965182652","https://openalex.org/W1964658094"],"abstract_inverted_index":{"The":[0,80,109,143,167,192,202,229],"research":[1,116],"topic":[2],"was":[3,63,146,161,195],"to":[4,10,16,90,100,177,233],"test":[5],"different":[6,72],"feature":[7],"extraction":[8],"methods":[9],"localize":[11,235],"road":[12,106,182,241],"pavement":[13,23,107,197,242],"cracks":[14,82,128,180],"useful":[15],"construct":[17],"a":[18,33,40,54],"spatial":[19,199],"database":[20,200],"for":[21],"the":[22,48,51,102,105,152,164,174,179,196,210,215,219,224,238],"distress":[24,198],"monitoring.":[25],"Several":[26],"images":[27,52,130],"were":[28,83],"acquired":[29],"by":[30,53,65,135],"means":[31,66],"of":[32,50,67,104,148,169,218,240],"line":[34],"scan":[35],"camera":[36],"that":[37,173],"assembled":[38],"in":[39,88,114,129,150,181,189],"Mobile":[41,203],"Mapping":[42,204],"System":[43,205],"(MMS)":[44,206],"allows":[45],"tracking":[46],"directly":[47],"position":[49],"GPS-INS":[55],"system.":[56],"Following":[57],"an":[58,190],"automatic":[59],"digital":[60],"image":[61],"processing":[62],"performed":[64],"several":[68],"algorithms":[69],"based":[70,162],"on":[71,163],"approaches":[73,231],"(edge":[74],"detection":[75,111],"and":[76,124,140,213,236],"fuzzy":[77,165],"set":[78],"theory).":[79],"detected":[81,220],"described":[84],"with":[85,131],"some":[86,91],"parameters":[87],"relation":[89],"shape":[92],"characteristics":[93],"(dimension,":[94],"typology,":[95],"direction),":[96],"which":[97],"are":[98,184],"necessary":[99,176],"recognize":[101],"gravity":[103],"conditions.":[108],"edge":[110],"techniques":[112],"tested":[113],"this":[115,170],"allowed":[117,208],"identifying":[118],"fatigue":[119],"cracking":[120,123],"or":[121],"alligator":[122],"also":[125],"thin":[126],"linear":[127],"strong":[132],"radiometric":[133],"jumps":[134],"applying":[136],"filters,":[137],"gradient":[138],"functions":[139],"morphological":[141],"operators.":[142],"snake":[144],"approach":[145,160],"one":[147],"them,":[149],"particular":[151],"type":[153],"called":[154],"Gradient":[155],"Vector":[156],"Flow":[157],"(GVF).":[158],"Another":[159],"theory.":[166],"advantage":[168],"method":[171],"is":[172],"pixels,":[175],"identify":[178],"pavement,":[183],"darker":[185],"than":[186],"their":[187,226],"surroundings":[188],"image.":[191],"last":[193],"stage":[194],"collection.":[201],"has":[207],"localizing":[209],"raster":[211],"data":[212],"consequently":[214],"vector":[216],"features":[217],"cracks,":[221],"associating":[222],"into":[223],"table":[225],"attributes":[227],"too.":[228],"proposed":[230],"allow":[232],"automatically":[234],"classify":[237],"kind":[239],"crack.":[243]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}