{"id":"https://openalex.org/W2902291586","doi":"https://doi.org/10.1109/icacci.2018.8554727","title":"Corrosion Damage Identification and Lifetime Estimation of Ship Parts using Image Processing","display_name":"Corrosion Damage Identification and Lifetime Estimation of Ship Parts using Image Processing","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2902291586","doi":"https://doi.org/10.1109/icacci.2018.8554727","mag":"2902291586"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2018.8554727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5079575665","display_name":"Indukala Naladala","orcid":null},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]},{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Indukala Naladala","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Surathkal, Karnataka"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Surathkal, Karnataka","institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110702951","display_name":"A. Krishnama Raju","orcid":null},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]},{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aparna Raju","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Surathkal, Karnataka"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Surathkal, Karnataka","institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091206774","display_name":"C Aishwarya","orcid":null},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]},{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C Aishwarya","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Surathkal, Karnataka"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Surathkal, Karnataka","institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046622313","display_name":"Shashidhar G. Koolagudi","orcid":"https://orcid.org/0000-0002-6928-0237"},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]},{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shashidhar G. Koolagudi","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Surathkal, Karnataka"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Surathkal, Karnataka","institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079575665"],"corresponding_institution_ids":["https://openalex.org/I11880225","https://openalex.org/I42014448"],"apc_list":null,"apc_paid":null,"fwci":0.2463,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.65697592,"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":"678","last_page":"683"},"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":0.9990000128746033,"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":0.9990000128746033,"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":0.9968000054359436,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9782999753952026,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7066370248794556},{"id":"https://openalex.org/keywords/corrosion","display_name":"Corrosion","score":0.6736096739768982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.498093843460083},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4803368151187897},{"id":"https://openalex.org/keywords/forensic-engineering","display_name":"Forensic engineering","score":0.43440085649490356},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4128977060317993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3720719516277313},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34354734420776367},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3320024013519287},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3223470449447632},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2688332498073578},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.25404059886932373},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.15357756614685059}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7066370248794556},{"id":"https://openalex.org/C20625102","wikidata":"https://www.wikidata.org/wiki/Q137056","display_name":"Corrosion","level":2,"score":0.6736096739768982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.498093843460083},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4803368151187897},{"id":"https://openalex.org/C77595967","wikidata":"https://www.wikidata.org/wiki/Q3151013","display_name":"Forensic engineering","level":1,"score":0.43440085649490356},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4128977060317993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3720719516277313},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34354734420776367},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3320024013519287},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3223470449447632},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2688332498073578},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.25404059886932373},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.15357756614685059},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2018.8554727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W38794641","https://openalex.org/W1573200145","https://openalex.org/W1950691159","https://openalex.org/W2044465660","https://openalex.org/W2123869488","https://openalex.org/W2126924105","https://openalex.org/W2408709552","https://openalex.org/W2544831403","https://openalex.org/W2777710293","https://openalex.org/W3166828764","https://openalex.org/W6678815286","https://openalex.org/W6714380154","https://openalex.org/W6796217282"],"related_works":["https://openalex.org/W2349891746","https://openalex.org/W2884282816","https://openalex.org/W2394115446","https://openalex.org/W1502342084","https://openalex.org/W3203998807","https://openalex.org/W2032583453","https://openalex.org/W3006522350","https://openalex.org/W4283030797","https://openalex.org/W2380730024","https://openalex.org/W2885925372"],"abstract_inverted_index":{"Corrosion":[0],"is":[1,29,90],"a":[2,16,24,104],"process":[3],"that":[4],"leads":[5],"to":[6,36,49,66,177,183],"early":[7],"failure":[8],"of":[9,20,46,53,72,74,79,95,111,117,127,144,158,170],"ship":[10,63,120],"parts,":[11],"high":[12],"maintenance":[13],"costs":[14],"and":[15,55,82,87,119,180,187],"shortened":[17],"service":[18],"life":[19],"the":[21,31,44,51,57,62,70,77,80,93,109,125,134,156,171],"ship,":[22,172],"as":[23,92,137,163],"whole.":[25],"Human":[26],"visual":[27],"inspection":[28],"currently":[30],"most":[32],"widely":[33],"used":[34],"method":[35,101],"assess":[37],"corrosion.":[38,112],"In":[39,69,124],"this":[40],"paper,":[41],"we":[42,130],"propose":[43],"use":[45],"image":[47,136],"processing":[48],"determine":[50],"extent":[52,116],"corrosion":[54,159],"estimate":[56],"time":[58],"period":[59],"within":[60],"which":[61,107],"parts":[64,169,175,181],"have":[65,153],"be":[67],"replaced.":[68],"case":[71],"availability":[73],"pre-corrosion":[75,81,128],"images,":[76,129],"histograms":[78],"post-corrosion":[83,135],"images":[84],"are":[85],"compared":[86],"their":[88],"similarity":[89],"quantified":[91],"Sum":[94],"Squared":[96],"Distances":[97],"(SSD)":[98],"value.":[99],"Our":[100],"then":[102,114],"produces":[103],"numerical":[105],"output":[106],"signifies":[108],"level":[110],"We":[113,152],"correlate":[115],"damage":[118],"part":[121],"replacement":[122],"period.":[123],"absence":[126],"classify":[131],"superpixels":[132],"in":[133],"undamaged":[138],"or":[139],"damaged":[140],"with":[141],"an":[142],"accuracy":[143],"92":[145],"per":[146],"cent,":[147],"using":[148],"Random":[149],"Forest":[150],"classifier.":[151],"also":[154],"evaluated":[155],"performance":[157],"prevention":[160],"measures":[161],"such":[162],"galvanization,":[164],"painting,":[165],"etc":[166],"on":[167],"different":[168],"for":[173],"example,":[174],"exposed":[176,182],"only":[178],"air":[179],"both":[184],"saline":[185],"water":[186],"air.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-28T02:08:47.144824","created_date":"2025-10-10T00:00:00"}