{"id":"https://openalex.org/W4404739736","doi":"https://doi.org/10.1109/icbase63199.2024.10762478","title":"Improvements and experiments on defect detection of optical images of underwater structures","display_name":"Improvements and experiments on defect detection of optical images of underwater structures","publication_year":2024,"publication_date":"2024-09-20","ids":{"openalex":"https://openalex.org/W4404739736","doi":"https://doi.org/10.1109/icbase63199.2024.10762478"},"language":"en","primary_location":{"id":"doi:10.1109/icbase63199.2024.10762478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase63199.2024.10762478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Big Data &amp;amp; Artificial Intelligence &amp;amp; Software Engineering (ICBASE)","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/A5077298638","display_name":"Hongwei Du","orcid":"https://orcid.org/0000-0002-5312-4037"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hongwei Du","raw_affiliation_strings":["713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China"],"affiliations":[{"raw_affiliation_string":"713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101485672","display_name":"Xianglong Zhang","orcid":"https://orcid.org/0009-0001-5247-545X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xianglong Zhang","raw_affiliation_strings":["713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China"],"affiliations":[{"raw_affiliation_string":"713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100437056","display_name":"Kai Wang","orcid":"https://orcid.org/0000-0002-7870-9998"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kai Wang","raw_affiliation_strings":["713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China"],"affiliations":[{"raw_affiliation_string":"713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101572854","display_name":"Guanghua Li","orcid":"https://orcid.org/0000-0002-6732-2149"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guanghua Li","raw_affiliation_strings":["713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China"],"affiliations":[{"raw_affiliation_string":"713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070990478","display_name":"Bingju Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bingju Lu","raw_affiliation_strings":["713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China"],"affiliations":[{"raw_affiliation_string":"713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077298638"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3814,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67118263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"232","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9624999761581421,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/underwater","display_name":"Underwater","score":0.7616705894470215},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6165949702262878},{"id":"https://openalex.org/keywords/optical-imaging","display_name":"Optical imaging","score":0.443654328584671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4264102280139923},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42062097787857056},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.33346569538116455},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2531557083129883},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.23142418265342712},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10521906614303589}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.7616705894470215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6165949702262878},{"id":"https://openalex.org/C92630104","wikidata":"https://www.wikidata.org/wiki/Q4115103","display_name":"Optical imaging","level":2,"score":0.443654328584671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4264102280139923},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42062097787857056},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33346569538116455},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2531557083129883},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.23142418265342712},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10521906614303589},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbase63199.2024.10762478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase63199.2024.10762478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Big Data &amp;amp; Artificial Intelligence &amp;amp; Software Engineering (ICBASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2128254161","https://openalex.org/W2516624626","https://openalex.org/W2997747012","https://openalex.org/W3006777311","https://openalex.org/W3116740427","https://openalex.org/W3122173535","https://openalex.org/W4296713793","https://openalex.org/W4308948525","https://openalex.org/W4386076325","https://openalex.org/W4394008379"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"As":[0],"the":[1,40,45,70,83,97,107,111,130,139,145,149,162,165,177,189,200,204,209],"main":[2],"form":[3],"of":[4,52,100,110,141,152,164,192],"hydraulic":[5],"buildings,":[6],"concrete":[7,183,194],"structures":[8],"often":[9],"exhibit":[10],"defects":[11,195],"such":[12],"as":[13,186],"cracks,":[14],"spallation,":[15],"and":[16,48,55,82,119,126,144,208],"exposed":[17],"bars":[18],"during":[19],"their":[20],"long-term":[21],"service.":[22],"This":[23],"paper":[24],"proposes":[25],"an":[26,168],"improved":[27,112,166,205],"image":[28,201],"enhancement":[29,202],"algorithm":[30,113,134],"for":[31,58,79],"defect":[32,101,170],"detection":[33,99,108,191],"based":[34,68],"on":[35,69],"optical":[36],"images,":[37],"which":[38],"integrates":[39],"dark":[41],"channel":[42],"map":[43,47],"with":[44],"depth":[46],"employs":[49],"dynamic":[50],"stretching":[51],"RGB":[53],"channels":[54],"color":[56,59],"compensation":[57],"correction.":[60],"Subsequently,":[61],"a":[62],"multi-source":[63],"data":[64],"set":[65],"is":[66,93,135,155,196],"constructed":[67],"yolov7":[71,206],"(You":[72],"Only":[73],"Look":[74],"Once":[75],"version":[76],"7)":[77],"model":[78],"network":[80],"training,":[81],"Focal-EIoU":[84],"(Focal-Efficient":[85],"Intersection":[86],"over":[87],"Union)":[88],"bounding":[89],"box":[90],"loss":[91],"function":[92],"introduced":[94],"to":[95,124,137],"complete":[96],"object":[98,142,153],"image.":[102],"Experimental":[103],"results":[104,146],"show":[105,147],"that":[106,148],"accuracy":[109,140],"has":[114],"increased":[115],"by":[116,198],"$1.82":[117],"\\%$":[118],"$4.43":[120],"\\%$,":[121],"respectively,":[122],"compared":[123],"YOLOv7":[125],"YOLOv8":[127],"algorithms.":[128],"Finally,":[129],"SGBM(Semi-Global":[131],"Block":[132],"Matching)":[133],"used":[136],"verify":[138,161],"positioning,":[143],"relative":[150],"error":[151],"ranging":[154,210],"less":[156],"than":[157],"$6":[158],"\\%$.":[159],"To":[160],"feasibility":[163],"algorithm,":[167,203,207],"optics-based":[169],"simulation":[171],"experiment":[172],"was":[173],"carried":[174],"out":[175],"in":[176],"laboratory":[178],"pool":[179],"environment.":[180],"With":[181],"multiple":[182],"test":[184],"blocks":[185],"experimental":[187],"objects,":[188],"comprehensive":[190],"underwater":[193],"completed":[197],"combining":[199],"algorithm.":[211]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
