{"id":"https://openalex.org/W4292696755","doi":"https://doi.org/10.1145/3538712.3538743","title":"Crack Detection and Localization based on Spatio-Temporal Data using Residual Networks","display_name":"Crack Detection and Localization based on Spatio-Temporal Data using Residual Networks","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4292696755","doi":"https://doi.org/10.1145/3538712.3538743"},"language":"en","primary_location":{"id":"doi:10.1145/3538712.3538743","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3538712.3538743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"34th International Conference on Scientific and Statistical Database Management","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/A5016994111","display_name":"Fathalla Moreh","orcid":null},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Fathalla Moreh","raw_affiliation_strings":["Department of Computer Science, Christian-Albrechts-Universitat zu Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Christian-Albrechts-Universitat zu Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103122347","display_name":"Hao Lyu","orcid":"https://orcid.org/0000-0003-3146-7343"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hao Lyu","raw_affiliation_strings":["Department of Geosciences, Christian-Albrechts-Universitat zu Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, Christian-Albrechts-Universitat zu Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074819519","display_name":"Christian Beth","orcid":"https://orcid.org/0000-0003-3313-0752"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Beth","raw_affiliation_strings":["Department of Computer Science, Christian-Albrechts-Universitat zu Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Christian-Albrechts-Universitat zu Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002394545","display_name":"Steffen Strohm","orcid":"https://orcid.org/0000-0002-5788-4041"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Strohm","raw_affiliation_strings":["Department of Computer Science, Christian-Albrechts-Universitat zu Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Christian-Albrechts-Universitat zu Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015172194","display_name":"Zarghaam Haider Rizvi","orcid":"https://orcid.org/0000-0002-7553-8310"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zarghaam Haider Rizvi","raw_affiliation_strings":["Department of Geosciences, Christian-Albrechts-Universitat zu Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, Christian-Albrechts-Universitat zu Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037022059","display_name":"Frank Wuttke","orcid":"https://orcid.org/0000-0002-5599-778X"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank Wuttke","raw_affiliation_strings":["Department of Geosciences, Christian-Albrechts-Universitat zu Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, Christian-Albrechts-Universitat zu Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016653456","display_name":"Matthias Renz","orcid":"https://orcid.org/0000-0002-2024-7700"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Kiel University","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Renz","raw_affiliation_strings":["Department of Computer Science, Christian-Albrechts-Universitat zu Kiel, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Christian-Albrechts-Universitat zu Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5016994111"],"corresponding_institution_ids":["https://openalex.org/I32021983"],"apc_list":null,"apc_paid":null,"fwci":0.4487,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58075319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998999834060669,"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":0.9998999834060669,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9983999729156494,"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":0.9943000078201294,"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":0.7168973088264465},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6235436201095581},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6135841608047485},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5199962258338928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5139486193656921},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46697568893432617},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44176873564720154},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4284905195236206},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.338685005903244},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17985063791275024}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7168973088264465},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6235436201095581},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6135841608047485},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5199962258338928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5139486193656921},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46697568893432617},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44176873564720154},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4284905195236206},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.338685005903244},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17985063791275024},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3538712.3538743","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3538712.3538743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"34th International Conference on Scientific and Statistical Database Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4934396961","display_name":null,"funder_award_id":"2901391021","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2886651013","https://openalex.org/W2909008955","https://openalex.org/W2913029471","https://openalex.org/W2920633487","https://openalex.org/W2963351448","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W3038091703","https://openalex.org/W3040953291","https://openalex.org/W3094609477","https://openalex.org/W3112139896","https://openalex.org/W3155750399"],"related_works":["https://openalex.org/W1669643531","https://openalex.org/W2122581818","https://openalex.org/W2159066190","https://openalex.org/W2739874619","https://openalex.org/W2117933325","https://openalex.org/W2110230079","https://openalex.org/W2117664411","https://openalex.org/W1721780360","https://openalex.org/W1507266234","https://openalex.org/W1967061043"],"abstract_inverted_index":{"Damage":[0],"detection":[1,58],"in":[2,10,35],"materials":[3],"and":[4,12,80],"structures":[5],"plays":[6],"a":[7],"critical":[8],"role":[9],"engineering":[11],"science":[13],"applications":[14],"like":[15],"structural":[16],"health":[17],"monitoring.":[18],"A":[19],"particular":[20],"challenge":[21],"is":[22,124],"presented":[23],"by":[24,137],"micro-scale":[25],"cracks,":[26,114],"which":[27,115,134],"are":[28],"imperceptible":[29,61],"to":[30,55,65,109],"the":[31,57,75,86,90,95,111],"naked":[32],"eye":[33],"or":[34],"images,":[36],"but":[37],"may":[38],"ultimately":[39],"evolve":[40],"into":[41],"larger,":[42],"potentially":[43],"dangerous":[44],"cracks.":[45],"In":[46,63],"this":[47],"work,":[48],"we":[49,70,100],"propose":[50],"spatio-temporal":[51],"pattern":[52],"recognition":[53],"techniques":[54,104],"enable":[56],"of":[59,78,89,113],"such":[60],"micro-cracks.":[62],"order":[64],"make":[66],"these":[67],"cracks":[68,83],"detectable,":[69],"generate":[71],"seismic":[72],"waves":[73],"on":[74,129],"surface":[76],"area":[77],"interest":[79],"monitor":[81],"how":[82],"interfere":[84],"with":[85],"spatial":[87],"propagation":[88,97],"wave":[91],"over":[92],"time.":[93],"On":[94],"resulting":[96],"image":[98],"series":[99],"then":[101],"apply":[102],"segmentation":[103],"using":[105],"deep":[106],"encoder-decoder":[107],"CNNs":[108],"predict":[110],"location":[112],"otherwise":[116],"could":[117],"not":[118],"be":[119],"directly":[120],"observed.":[121],"Our":[122],"solution":[123],"evaluated":[125],"through":[126],"extensive":[127],"experiments":[128],"highly-realistic":[130],"finite":[131],"element":[132],"simulations,":[133],"were":[135],"developed":[136],"domain":[138],"experts.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
