{"id":"https://openalex.org/W4415003382","doi":"https://doi.org/10.1109/acit65614.2025.11185760","title":"Object Detection of Parasites in Oreochromis Niloticus Using Advanced Convolutional and Spatial Attention Mechanisms","display_name":"Object Detection of Parasites in Oreochromis Niloticus Using Advanced Convolutional and Spatial Attention Mechanisms","publication_year":2025,"publication_date":"2025-09-17","ids":{"openalex":"https://openalex.org/W4415003382","doi":"https://doi.org/10.1109/acit65614.2025.11185760"},"language":"en","primary_location":{"id":"doi:10.1109/acit65614.2025.11185760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit65614.2025.11185760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Advanced Computer Information Technologies (ACIT)","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/A5119042212","display_name":"Jennifer P. Pilante","orcid":null},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Jennifer P. Pilante","raw_affiliation_strings":["Adamson University,College of Computing and Information Technology,Manila,Philippines"],"affiliations":[{"raw_affiliation_string":"Adamson University,College of Computing and Information Technology,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025735450","display_name":"Alvin Sarraga Alon","orcid":"https://orcid.org/0000-0002-6083-7916"},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Alvin Sarraga Alon","raw_affiliation_strings":["Adamson University,College of Computing and Information Technology,Manila,Philippines"],"affiliations":[{"raw_affiliation_string":"Adamson University,College of Computing and Information Technology,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010662512","display_name":"Leonard L. Alejandro","orcid":"https://orcid.org/0000-0002-4172-4158"},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Leonard L. Alejandro","raw_affiliation_strings":["Adamson University,College of Computing and Information Technology,Manila,Philippines"],"affiliations":[{"raw_affiliation_string":"Adamson University,College of Computing and Information Technology,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076047509","display_name":"Charlene I. Vergara","orcid":null},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Charlene I. Vergara","raw_affiliation_strings":["Adamson University,College of Computing and Information Technology,Manila,Philippines"],"affiliations":[{"raw_affiliation_string":"Adamson University,College of Computing and Information Technology,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115530440","display_name":"Jesus Paguigan","orcid":null},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jesus Paguigan","raw_affiliation_strings":["Adamson University,College of Computing and Information Technology,Manila,Philippines"],"affiliations":[{"raw_affiliation_string":"Adamson University,College of Computing and Information Technology,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5119042212"],"corresponding_institution_ids":["https://openalex.org/I103193709"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2652404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"818","last_page":"823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9455999732017517,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9455999732017517,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12319","display_name":"Fish Biology and Ecology Studies","score":0.9196000099182129,"subfield":{"id":"https://openalex.org/subfields/1104","display_name":"Aquatic Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.689300000667572},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6711999773979187},{"id":"https://openalex.org/keywords/oreochromis","display_name":"Oreochromis","score":0.5932999849319458},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.49399998784065247},{"id":"https://openalex.org/keywords/trichodina","display_name":"Trichodina","score":0.4629000127315521},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.45669999718666077}],"concepts":[{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.689300000667572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6772000193595886},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6711999773979187},{"id":"https://openalex.org/C2778658382","wikidata":"https://www.wikidata.org/wiki/Q4621959","display_name":"Oreochromis","level":3,"score":0.5932999849319458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5641000270843506},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.49399998784065247},{"id":"https://openalex.org/C2779487301","wikidata":"https://www.wikidata.org/wiki/Q2114597","display_name":"Trichodina","level":4,"score":0.4629000127315521},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.45669999718666077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4059999883174896},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4032999873161316},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3714999854564667},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3151000142097473},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.31029999256134033},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2590999901294708}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit65614.2025.11185760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit65614.2025.11185760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Advanced Computer Information Technologies (ACIT)","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":2,"referenced_works":["https://openalex.org/W4404711143","https://openalex.org/W4405055551"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1,104],"focuses":[2],"on":[3,133],"the":[4,10,54,77,106,134,170],"unified":[5],"neural":[6],"network":[7],"framework":[8,73],"for":[9,113,140,173],"detection":[11,33,67,87],"of":[12,14,45,79,152],"parasites":[13,38,136],"Oreochromis":[15],"Niloticus":[16],"or":[17],"Nile":[18,46],"Tilapia.":[19],"Enforcing":[20],"deep":[21],"learning":[22],"and":[23,30,43,50,66,98,111,117,124,137,142,160,163,177],"computer":[24],"vision":[25],"technologies":[26],"to":[27,56,75,88],"achieve":[28],"precise":[29],"accurate":[31],"object":[32,86],"consistently":[34],"in":[35,82],"real-time.":[36],"The":[37,71,103,128,144],"are":[39,68],"protozoa":[40],"found":[41],"inside":[42],"outside":[44],"Tilapia;":[47],"they":[48],"migrate":[49],"multiply,":[51],"which":[52],"causes":[53],"fish":[55],"have":[57],"severe":[58],"health":[59],"problems.":[60],"These":[61],"sources":[62],"vary;":[63],"consequently,":[64],"monitoring":[65],"significantly":[69],"relevant.":[70],"proposed":[72],"aims":[74],"address":[76],"gap":[78],"technological":[80],"advancement":[81],"aquaculture":[83],"by":[84],"integrating":[85],"identify":[89],"Trichodina":[90],"spp":[91,95,100],"(364":[92],"images),":[93,97],"Coleps":[94],"(381":[96],"Euplotes":[99],"(371":[101],"images).":[102],"employs":[105],"YOLOv11,":[107],"a":[108,147],"contemporary":[109],"model":[110,145],"architecture":[112],"prompt":[114],"explicit":[115],"outcomes":[116],"system":[118],"development":[119],"using":[120],"its":[121],"advanced":[122],"convolutional":[123],"spatial":[125],"attention":[126],"mechanisms.":[127],"annotated":[129],"datasets":[130],"focused":[131],"exclusively":[132],"provided":[135],"were":[138,165],"employed":[139],"training":[141],"validation.":[143],"achieved":[146],"mean":[148],"average":[149],"precision":[150],"(mAP)":[151],"96.818%":[153],"after":[154],"430":[155],"epochs,":[156],"exhibiting":[157],"high":[158],"accuracy":[159],"reliability.":[161],"Testing":[162],"inference":[164],"accomplished":[166],"alongside":[167],"validation,":[168],"strengthening":[169],"framework's":[171],"assertion":[172],"fast-paced":[174],"live":[175],"finding":[176],"application.":[178]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}