{"id":"https://openalex.org/W3217288639","doi":"https://doi.org/10.1109/lgrs.2021.3129607","title":"Highway Crack Segmentation From Unmanned Aerial Vehicle Images Using Deep Learning","display_name":"Highway Crack Segmentation From Unmanned Aerial Vehicle Images Using Deep Learning","publication_year":2021,"publication_date":"2021-11-19","ids":{"openalex":"https://openalex.org/W3217288639","doi":"https://doi.org/10.1109/lgrs.2021.3129607","mag":"3217288639"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2021.3129607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3129607","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-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/A5029816082","display_name":"Zhonghua Hong","orcid":"https://orcid.org/0000-0003-0045-1066"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhonghua Hong","raw_affiliation_strings":["Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0045-1066","affiliations":[{"raw_affiliation_string":"Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100623585","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0003-1535-447X"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029442830","display_name":"Haiyan Pan","orcid":"https://orcid.org/0000-0003-4795-180X"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyan Pan","raw_affiliation_strings":["Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101612255","display_name":"Ruyan Zhou","orcid":"https://orcid.org/0000-0003-4044-2340"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruyan Zhou","raw_affiliation_strings":["Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639305","display_name":"Yun Zhang","orcid":"https://orcid.org/0000-0003-4367-8674"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Zhang","raw_affiliation_strings":["Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021543762","display_name":"Yanling Han","orcid":"https://orcid.org/0000-0002-0682-9157"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanling Han","raw_affiliation_strings":["Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378323","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0001-6063-9808"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070688042","display_name":"Shuhu Yang","orcid":"https://orcid.org/0000-0001-9967-7756"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuhu Yang","raw_affiliation_strings":["Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9967-7756","affiliations":[{"raw_affiliation_string":"Key Laboratory of Fisheries Information, Ministry of Agriculture and the College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101420996","display_name":"Peng Chen","orcid":"https://orcid.org/0000-0003-0238-5154"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Chen","raw_affiliation_strings":["College of Surveying and Geo-Informatics, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0238-5154","affiliations":[{"raw_affiliation_string":"College of Surveying and Geo-Informatics, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039348214","display_name":"Xiaohua Tong","orcid":"https://orcid.org/0000-0002-1045-3797"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohua Tong","raw_affiliation_strings":["College of Surveying and Geo-Informatics, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-1045-3797","affiliations":[{"raw_affiliation_string":"College of Surveying and Geo-Informatics, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003751305","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0001-7367-5824"},"institutions":[{"id":"https://openalex.org/I4210095439","display_name":"Guizhou Minzu University","ror":"https://ror.org/00qm4t918","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095439"]},{"id":"https://openalex.org/I4210118281","display_name":"National Earthquake Response Support Service","ror":"https://ror.org/02gzvm828","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118281"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["College of Architectural Engineering, Guizhou Minzu University, Guiyang, China","National Earthquake Response Support Service, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Architectural Engineering, Guizhou Minzu University, Guiyang, China","institution_ids":["https://openalex.org/I4210095439"]},{"raw_affiliation_string":"National Earthquake Response Support Service, Beijing, China","institution_ids":["https://openalex.org/I4210118281"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5998,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.95334257,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"5"},"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/T11850","display_name":"Concrete Corrosion and Durability","score":0.9749000072479248,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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-science","display_name":"Computer science","score":0.7320173382759094},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7206612825393677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5459259748458862},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.5235366821289062},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.49273231625556946},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4755128026008606},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45598697662353516},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4375481903553009},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4309741258621216},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4107389748096466},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13909238576889038},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.130947083234787},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11430025100708008}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7320173382759094},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7206612825393677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5459259748458862},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.5235366821289062},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.49273231625556946},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4755128026008606},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45598697662353516},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4375481903553009},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4309741258621216},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4107389748096466},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13909238576889038},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.130947083234787},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11430025100708008},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2021.3129607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3129607","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2711642576","display_name":"\u57fa\u4e8e\u6fc0\u5149\u6d4b\u9ad8\u548c\u9ad8\u5206\u7acb\u4f53\u6d4b\u7ed8\u536b\u661f\u7684\u5927\u8303\u56f4\u5efa\uff08\u6784\uff09\u7b51\u7269\u707e\u5bb3\u635f\u5931\u7cbe\u7ec6\u5316\u8bc4\u4f30\u65b9\u6cd5\u7814\u7a76","funder_award_id":"41871325","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4353192804","display_name":null,"funder_award_id":"2018YFB0505400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W80253515","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1974605586","https://openalex.org/W2033318022","https://openalex.org/W2139591342","https://openalex.org/W2144801789","https://openalex.org/W2278098559","https://openalex.org/W2290482718","https://openalex.org/W2407692387","https://openalex.org/W2560023338","https://openalex.org/W2568614973","https://openalex.org/W2630837129","https://openalex.org/W2884585870","https://openalex.org/W2912350898","https://openalex.org/W2920633487","https://openalex.org/W2941356554","https://openalex.org/W2941676888","https://openalex.org/W2963881378","https://openalex.org/W2964308596","https://openalex.org/W2964309882","https://openalex.org/W2978614920","https://openalex.org/W2991974170","https://openalex.org/W2998997213","https://openalex.org/W3013140465","https://openalex.org/W3023248403","https://openalex.org/W3042600082","https://openalex.org/W3099564553","https://openalex.org/W6630947148","https://openalex.org/W6684323423"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W4315434538","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Highway":[0],"crack":[1,27,112,125,165,205,239],"segmentation":[2,70,181,240],"is":[3,20,41,186],"a":[4,64,91,120,225],"critical":[5],"task":[6,24],"for":[7,116,213],"highway":[8,26,151,238],"infrastructure":[9],"monitoring":[10],"and":[11,37,59,99,105,119,164,177,192,233],"maintenance.":[12],"While":[13],"imagery":[14],"from":[15,48],"unmanned":[16],"aerial":[17],"vehicles":[18],"(UAVs)":[19],"applied":[21],"to":[22,43,132,216],"the":[23,54,69,86,100,134,138,145,173,195,199,214,219,229],"of":[25,35,71,102,137,162,167,222,231],"segmentation,":[28],"it":[29,40],"has":[30,243],"great":[31],"prospects":[32],"in":[33,74,153,228],"terms":[34],"speed":[36],"range.":[38],"However,":[39],"difficult":[42],"accurately":[44],"identify":[45],"road":[46,72,111,124,196],"cracks":[47,55,73,152,197],"UAV":[49,75,121,154,201],"remote":[50,122],"sensing":[51,123],"images,":[52,76,155],"because":[53],"are":[56],"very":[57],"narrow":[58],"small,":[60],"often":[61],"containing":[62,127],"only":[63],"few":[65],"pixels.":[66],"To":[67],"improve":[68],"this":[77],"study":[78,208],"proposed":[79,146,184],"an":[80,96,210],"improved":[81,97],"identification":[82],"technique":[83],"based":[84],"on":[85,198],"U-Net":[87,175],"architecture":[88],"enhanced":[89,139],"with":[90,156,203],"convolutional":[92],"block":[93],"attention":[94],"module,":[95],"encoder,":[98],"strategy":[101],"fusing":[103],"long":[104],"short":[106],"skip":[107],"connections.":[108],"A":[109],"public":[110,190],"dataset":[113,126,191,242],"was":[114,130,170],"relabelled":[115],"network":[117,140,185],"training":[118],"1157":[128],"images":[129,202],"used":[131],"verify":[133],"generalization":[135],"ability":[136],"model.":[141],"Results":[142],"showed":[143],"that":[144],"method":[147],"could":[148],"effectively":[149],"predict":[150,194],"mean":[157],"intersection":[158],"over":[159,224],"union":[160],"(mIoU)":[161],"77.47%":[163],"accuracy":[166],"68.38%,":[168],"which":[169],"better":[171],"than":[172],"traditional":[174,179],"model":[176],"some":[178],"semantic":[180],"models.":[182],"The":[183,237],"trained":[187],"quickly":[188,217],"by":[189],"can":[193],"new":[200],"high":[204],"accuracy.":[206],"This":[207],"provides":[209],"effective":[211],"solution":[212],"need":[215],"grasp":[218],"damage":[220],"status":[221],"roads":[223],"wide":[226],"area":[227],"case":[230],"earthquake":[232],"other":[234],"natural":[235],"disasters.":[236],"benchmark":[241],"been":[244],"open":[245],"sourced":[246],"at:":[247],"<uri":[248],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[249],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/zhhongsh/UAV-Benchmark-Dataset-for-Highway-Crack-Segmentation</uri>":[250],".":[251]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10}],"updated_date":"2026-06-28T08:01:55.173337","created_date":"2025-10-10T00:00:00"}