{"id":"https://openalex.org/W4408703652","doi":"https://doi.org/10.1109/ipas63548.2025.10924481","title":"Segmentation of Ship Propeller Cavitation Area Using Image-Based Anomaly Detection Network","display_name":"Segmentation of Ship Propeller Cavitation Area Using Image-Based Anomaly Detection Network","publication_year":2025,"publication_date":"2025-01-09","ids":{"openalex":"https://openalex.org/W4408703652","doi":"https://doi.org/10.1109/ipas63548.2025.10924481"},"language":"en","primary_location":{"id":"doi:10.1109/ipas63548.2025.10924481","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipas63548.2025.10924481","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS)","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/A5103224755","display_name":"W. Jeong","orcid":"https://orcid.org/0009-0001-4925-463X"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wonje Jeong","raw_affiliation_strings":["Kyungpook National University,School of Electronic and Electrical Engineering,Daegu,Republic of Korea,41566"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyungpook National University,School of Electronic and Electrical Engineering,Daegu,Republic of Korea,41566","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068868103","display_name":"Yong-Jin Shin","orcid":null},"institutions":[{"id":"https://openalex.org/I186506485","display_name":"Hyundai Heavy Industries (South Korea)","ror":"https://ror.org/0433haa75","country_code":"KR","type":"company","lineage":["https://openalex.org/I186506485"]},{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong-Jin Shin","raw_affiliation_strings":["Samsung Heavy Industries Co., Ltd.,Daejeon,Republic of Korea,34051"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Heavy Industries Co., Ltd.,Daejeon,Republic of Korea,34051","institution_ids":["https://openalex.org/I186506485","https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043124347","display_name":"Soon-Yong Park","orcid":"https://orcid.org/0000-0001-5090-9667"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soon-Yong Park","raw_affiliation_strings":["Kyungpook National University,School of Electronic and Electrical Engineering,Daegu,Republic of Korea,41566"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyungpook National University,School of Electronic and Electrical Engineering,Daegu,Republic of Korea,41566","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.05861336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T12540","display_name":"Cyclone Separators and Fluid Dynamics","score":0.9380000233650208,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12540","display_name":"Cyclone Separators and Fluid Dynamics","score":0.9380000233650208,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.927299976348877,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/propeller","display_name":"Propeller","score":0.7854063510894775},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.590997040271759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5695550441741943},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5490512847900391},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5472528338432312},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.53391033411026},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5125536918640137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5078499913215637},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48679229617118835},{"id":"https://openalex.org/keywords/cavitation","display_name":"Cavitation","score":0.45704537630081177},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.4295826554298401},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.33766108751296997},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.20182400941848755},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18004652857780457},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09170827269554138}],"concepts":[{"id":"https://openalex.org/C80055088","wikidata":"https://www.wikidata.org/wiki/Q205451","display_name":"Propeller","level":2,"score":0.7854063510894775},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.590997040271759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5695550441741943},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5490512847900391},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5472528338432312},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.53391033411026},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5125536918640137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5078499913215637},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48679229617118835},{"id":"https://openalex.org/C207057113","wikidata":"https://www.wikidata.org/wiki/Q201666","display_name":"Cavitation","level":2,"score":0.45704537630081177},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.4295826554298401},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.33766108751296997},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.20182400941848755},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18004652857780457},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09170827269554138},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipas63548.2025.10924481","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipas63548.2025.10924481","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS)","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":5,"referenced_works":["https://openalex.org/W2520707372","https://openalex.org/W2802202179","https://openalex.org/W4399772166","https://openalex.org/W6618372016","https://openalex.org/W6852953941"],"related_works":["https://openalex.org/W2273522490","https://openalex.org/W2965566260","https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202"],"abstract_inverted_index":{"Cavitation":[0,10],"is":[1,168],"the":[2,8,44,73,86,90,93,97,134,139,142,149,169,186,192],"formation":[3],"of":[4,75,89],"vapor-filled":[5],"cavities":[6],"in":[7,11,36,47,65,80,96],"liquid.":[9],"rotating":[12,67,78],"propeller":[13,29,79,144,179],"can":[14,189],"cause":[15],"various":[16],"engineering":[17],"problems":[18],"to":[19,42,59,132,159,171],"ships,":[20],"such":[21],"as":[22],"hull":[23],"vibration,":[24],"noise,":[25],"thrust":[26],"reduction,":[27],"and":[28,61,84,145,153],"corrosion.":[30],"To":[31],"address":[32],"this":[33,51],"cavitation":[34,45,63,100,161,180,193],"problem":[35],"designing":[37],"ship":[38,178],"propellers,":[39],"it":[40],"needs":[41],"analyze":[43],"phenomenon":[46],"real":[48],"propellers.":[49],"In":[50,121],"study,":[52],"we":[53,102,123],"introduce":[54],"a":[55,66,76,81,104,126],"computer":[56],"vision":[57],"method":[58,71,111,167,188],"detect":[60,85,191],"segment":[62],"areas":[64,162],"propeller.":[68],"The":[69,165],"pro-posed":[70],"captures":[72],"images":[74,155],"high-speed":[77,143],"water":[82,146],"tunnel":[83],"image":[87,135],"area":[88,194],"cavitation.":[91],"As":[92],"first":[94,170],"study":[95],"im-age-based":[98],"automatic":[99],"detection,":[101],"employ":[103],"deep":[105],"neural":[106],"network,":[107],"an":[108,173],"anomaly":[109,174],"detection":[110,175],"called":[112],"DDAD":[113],"(Anomaly":[114],"Detection":[115],"with":[116],"Conditioned":[117],"Denoising":[118],"Diffusion":[119],"Models).":[120],"addition,":[122],"also":[124],"use":[125,172],"STN":[127,150],"(Spatial":[128],"Transformer":[129],"Networks)":[130],"network":[131,176],"compensate":[133],"shaking":[136],"caused":[137],"by":[138],"vibration":[140],"from":[141],"flow.":[147],"After":[148],"compensation,":[151],"normal":[152],"abnormal":[154],"are":[156],"automatically":[157,190],"aligned":[158],"find":[160],"more":[163],"accurately.":[164],"proposed":[166,187],"for":[177],"detection.":[181],"Experimental":[182],"results":[183],"show":[184],"that":[185],"without":[195],"any":[196],"annotation":[197],"supervision.":[198]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
