{"id":"https://openalex.org/W4405908600","doi":"https://doi.org/10.1109/icait62580.2024.10807885","title":"Intelligent Recognition of Leakage Infrared Thermal Imaging of Embankment Dams Based on ResNet Networks","display_name":"Intelligent Recognition of Leakage Infrared Thermal Imaging of Embankment Dams Based on ResNet Networks","publication_year":2024,"publication_date":"2024-08-16","ids":{"openalex":"https://openalex.org/W4405908600","doi":"https://doi.org/10.1109/icait62580.2024.10807885"},"language":"en","primary_location":{"id":"doi:10.1109/icait62580.2024.10807885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icait62580.2024.10807885","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 16th International Conference on Advanced Infocomm Technology (ICAIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100442116","display_name":"Zhuang Xiong","orcid":"https://orcid.org/0000-0002-4586-4561"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuang Xiong","raw_affiliation_strings":["College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046878001","display_name":"Wenjun Ni","orcid":"https://orcid.org/0000-0002-3403-7341"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Ni","raw_affiliation_strings":["College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019113074","display_name":"Chunyong Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyong Yang","raw_affiliation_strings":["College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101943252","display_name":"Yaoping Zhang","orcid":"https://orcid.org/0000-0002-6887-8982"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoping Zhang","raw_affiliation_strings":["College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yusen Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yusen Peng","raw_affiliation_strings":["College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, South-Central Minzu University,Wuhan,China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078527224","display_name":"Perry Ping Shum","orcid":"https://orcid.org/0000-0003-1391-4736"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Perry Ping Shum","raw_affiliation_strings":["Southern University of Science and Technology,Department of Electrical and Electronic,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Electrical and Electronic,Shenzhen,China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.52453764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"210","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.9049999713897705,"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/T12293","display_name":"Dam Engineering and Safety","score":0.9049999713897705,"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/leakage","display_name":"Leakage (economics)","score":0.7013915777206421},{"id":"https://openalex.org/keywords/levee","display_name":"Levee","score":0.6802557706832886},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.6667413711547852},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5355854630470276},{"id":"https://openalex.org/keywords/thermal-infrared","display_name":"Thermal infrared","score":0.43231523036956787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3762054145336151},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2817094326019287},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.2619796693325043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2550846338272095},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13986530900001526},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.13377052545547485},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08827993273735046}],"concepts":[{"id":"https://openalex.org/C2777042071","wikidata":"https://www.wikidata.org/wiki/Q6509304","display_name":"Leakage (economics)","level":2,"score":0.7013915777206421},{"id":"https://openalex.org/C115038398","wikidata":"https://www.wikidata.org/wiki/Q105190","display_name":"Levee","level":2,"score":0.6802557706832886},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.6667413711547852},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5355854630470276},{"id":"https://openalex.org/C2984335091","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Thermal infrared","level":3,"score":0.43231523036956787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3762054145336151},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2817094326019287},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.2619796693325043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2550846338272095},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13986530900001526},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.13377052545547485},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08827993273735046},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icait62580.2024.10807885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icait62580.2024.10807885","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 16th International Conference on Advanced Infocomm Technology (ICAIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1983093939","https://openalex.org/W2098612518","https://openalex.org/W2156294806","https://openalex.org/W2194775991"],"related_works":["https://openalex.org/W3184332868","https://openalex.org/W2360806688","https://openalex.org/W273971055","https://openalex.org/W1858933348","https://openalex.org/W2351006740","https://openalex.org/W3157789538","https://openalex.org/W2372640428","https://openalex.org/W4390606651","https://openalex.org/W4405009444","https://openalex.org/W3040982946"],"abstract_inverted_index":{"With":[0],"the":[1,7,20,47,55,62,71,91,97,105,115,124,143,150,156,163,174,178,185,190,197,202,208,219,243],"development":[2],"of":[3,10,51,59,66,82,86,114,123,152,155,162,201,228,246],"modern":[4],"water":[5],"conservancy,":[6],"leakage":[8,48,88,153,191,241,248],"potential":[9,49],"embankment":[11,102,116,125,157],"dams":[12],"has":[13],"received":[14],"more":[15,17],"and":[16,38,44,57,61,100,108,141,173,207,225,249,259],"attention.":[18],"However,":[19],"current":[21],"mainstream":[22],"detection":[23,151,227],"method":[24],"is":[25,30,50,137,180,193],"still":[26],"manual":[27],"inspection,":[28],"which":[29,253],"often":[31],"accompanied":[32],"by":[33],"high":[34],"cost,":[35],"time-consuming,":[36],"damaging,":[37],"dangerous":[39],"defects.":[40],"How":[41],"to":[42,70,139,148],"effectively":[43],"accurately":[45],"detect":[46],"great":[52],"significance":[53],"for":[54,239,257],"prevention":[56],"control":[58],"floods":[60],"overall":[63],"safety":[64],"monitoring":[65],"dykes.":[67],"In":[68],"response":[69],"above":[72],"urgent":[73],"needs,":[74],"this":[75],"paper":[76],"builds":[77,109],"an":[78,110,130],"intelligent":[79,236],"identification":[80,237,244],"system":[81,95,220,238],"infrared":[83,119,131,145,204,233],"thermal":[84,205,234],"imaging":[85,235],"levee":[87],"based":[89,183],"on":[90,184,196],"ResNet":[92,135,164],"network.":[93],"The":[94,118,159,215,231],"takes":[96],"actual":[98],"earth":[99],"stone":[101],"dam":[103,126,229,240,247],"as":[104],"structural":[106],"prototype":[107],"indoor":[111],"simulation":[112],"model":[113],"dam.":[117,158],"thermography":[120,132],"spectral":[121],"data":[122,147],"are":[127,211],"collected":[128],"using":[129],"camera.":[133],"A":[134],"network":[136,165],"used":[138],"classify":[140],"train":[142],"data-enhanced":[144],"image":[146],"achieve":[149,222],"potentials":[154],"maximum":[160],"accuracy":[161,186],"under":[166],"two":[167],"sample":[168],"divisions":[169],"can":[170,221],"reach":[171],"99.9%,":[172],"anomalous":[175],"fluctuation":[176],"in":[177,213],"test":[179],"small.":[181],"Further,":[182],"optimal":[187],"classification":[188,251],"model,":[189],"prediction":[192,209],"carried":[194],"out":[195],"real-time":[198,226],"captured":[199],"images":[200],"acquired":[203],"imager,":[206],"results":[210,216],"displayed":[212],"real-time.":[214],"show":[217],"that":[218],"correct,":[223],"efficient,":[224],"leakage.":[230],"proposed":[232],"improves":[242],"efficiency":[245],"ensures":[250],"accuracy,":[252],"provides":[254],"a":[255],"reference":[256],"scientific":[258],"safe":[260],"dike":[261],"defense.":[262]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}