{"id":"https://openalex.org/W4317728409","doi":"https://doi.org/10.3390/s23031224","title":"Localization and Classification of Venusian Volcanoes Using Image Detection Algorithms","display_name":"Localization and Classification of Venusian Volcanoes Using Image Detection Algorithms","publication_year":2023,"publication_date":"2023-01-20","ids":{"openalex":"https://openalex.org/W4317728409","doi":"https://doi.org/10.3390/s23031224","pmid":"https://pubmed.ncbi.nlm.nih.gov/36772262"},"language":"en","primary_location":{"id":"doi:10.3390/s23031224","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23031224","pdf_url":"https://www.mdpi.com/1424-8220/23/3/1224/pdf?version=1675677861","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/3/1224/pdf?version=1675677861","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027394681","display_name":"Daniel \u0110uranovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Daniel \u0110uranovi\u0107","raw_affiliation_strings":["Rijeka Development Agency PORIN, Ul. Milutina Bara\u010da 62, 51000 Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rijeka Development Agency PORIN, Ul. Milutina Bara\u010da 62, 51000 Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054098756","display_name":"Sandi Baressi \u0160egota","orcid":"https://orcid.org/0000-0002-3015-1024"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Sandi Baressi \u0160egota","raw_affiliation_strings":["Faculty of Engineering, University of Rijeka, Vukovarska 58, 51000 Rijeka, Croatia"],"raw_orcid":"https://orcid.org/0000-0002-3015-1024","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Rijeka, Vukovarska 58, 51000 Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078677385","display_name":"Ivan Lorencin","orcid":"https://orcid.org/0000-0002-5964-245X"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Ivan Lorencin","raw_affiliation_strings":["Faculty of Engineering, University of Rijeka, Vukovarska 58, 51000 Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Rijeka, Vukovarska 58, 51000 Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005957890","display_name":"Zlatan Car","orcid":"https://orcid.org/0000-0003-2817-9252"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Zlatan Car","raw_affiliation_strings":["Faculty of Engineering, University of Rijeka, Vukovarska 58, 51000 Rijeka, Croatia"],"raw_orcid":"https://orcid.org/0000-0003-2817-9252","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Rijeka, Vukovarska 58, 51000 Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078677385"],"corresponding_institution_ids":["https://openalex.org/I154347574"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.2277,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47435379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"23","issue":"3","first_page":"1224","last_page":"1224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.987500011920929,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.987500011920929,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9739999771118164,"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"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.540946364402771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.527971088886261},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5053067803382874},{"id":"https://openalex.org/keywords/volcano","display_name":"Volcano","score":0.4559323489665985},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41573113203048706},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4094698429107666},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.38437920808792114},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3702113926410675},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.30026447772979736},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.18061858415603638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.540946364402771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.527971088886261},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5053067803382874},{"id":"https://openalex.org/C120806208","wikidata":"https://www.wikidata.org/wiki/Q8072","display_name":"Volcano","level":2,"score":0.4559323489665985},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41573113203048706},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4094698429107666},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38437920808792114},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3702113926410675},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.30026447772979736},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.18061858415603638}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23031224","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23031224","pdf_url":"https://www.mdpi.com/1424-8220/23/3/1224/pdf?version=1675677861","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36772262","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36772262","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9921142","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9921142","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:175318eb0482430e8a2873cd103ea3d8","is_oa":true,"landing_page_url":"https://doaj.org/article/175318eb0482430e8a2873cd103ea3d8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 3, p 1224 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/3/1224/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23031224","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 3; Pages: 1224","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23031224","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23031224","pdf_url":"https://www.mdpi.com/1424-8220/23/3/1224/pdf?version=1675677861","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4317728409.pdf"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1788543673","https://openalex.org/W2101937459","https://openalex.org/W2108598243","https://openalex.org/W2110039921","https://openalex.org/W2141061870","https://openalex.org/W2155050550","https://openalex.org/W2158143121","https://openalex.org/W2492586371","https://openalex.org/W2601438013","https://openalex.org/W2768552973","https://openalex.org/W2911605224","https://openalex.org/W2945655181","https://openalex.org/W2962766617","https://openalex.org/W2963037989","https://openalex.org/W2969662039","https://openalex.org/W2990230185","https://openalex.org/W2999309192","https://openalex.org/W3033350000","https://openalex.org/W3128476715","https://openalex.org/W3162147927","https://openalex.org/W3187053686","https://openalex.org/W3197086755","https://openalex.org/W3211433789","https://openalex.org/W4212781487","https://openalex.org/W4285988193","https://openalex.org/W4296745478","https://openalex.org/W4308620441","https://openalex.org/W4309267671","https://openalex.org/W4309269584","https://openalex.org/W4309696430","https://openalex.org/W6697261853","https://openalex.org/W6729045783","https://openalex.org/W6758362051","https://openalex.org/W6803003410"],"related_works":["https://openalex.org/W2083693806","https://openalex.org/W25222758","https://openalex.org/W209750280","https://openalex.org/W2354926593","https://openalex.org/W3017254117","https://openalex.org/W4389105634","https://openalex.org/W596046958","https://openalex.org/W3006124467","https://openalex.org/W2322738631","https://openalex.org/W2488662787"],"abstract_inverted_index":{"Imaging":[0],"is":[1,44,57,107],"one":[2],"of":[3,7,25,37,67,76,137,148],"the":[4,38,55,65,68,99,102,119,133,140,149,156,183],"main":[5],"tools":[6],"modern":[8],"astronomy-many":[9],"images":[10,26,75,138],"are":[11,87,122,145,152,160],"collected":[12],"each":[13],"day,":[14],"and":[15,31,50,170,189],"they":[16],"must":[17],"be":[18,28,42],"processed.":[19],"Processing":[20],"such":[21,61],"a":[22,62,110,126],"large":[23],"amount":[24],"can":[27],"complex,":[29],"time-consuming,":[30],"may":[32,41],"require":[33],"advanced":[34],"tools.":[35],"One":[36],"techniques":[39,144],"that":[40,182],"employed":[43],"artificial":[45],"intelligence":[46],"(AI)-based":[47],"image":[48],"detection":[49],"classification.":[51],"In":[52,96],"this":[53,97,117],"paper,":[54,98],"research":[56],"focused":[58],"on":[59,93,109],"developing":[60],"system":[63],"for":[64,167,173],"problem":[66],"Magellan":[69],"dataset,":[70,141],"which":[71,106,159],"contains":[72],"134":[73],"satellite":[74],"Venus's":[77],"surface":[78],"with":[79,83],"individual":[80],"volcanoes":[81],"marked":[82],"circular":[84],"labels.":[85],"Volcanoes":[86],"classified":[88],"into":[89,125],"four":[90],"classes":[91],"depending":[92],"their":[94],"features.":[95],"authors":[100],"apply":[101,116],"You-Only-Look-Once":[103],"(YOLO)":[104],"algorithm,":[105],"based":[108],"convolutional":[111],"neural":[112],"network":[113,151],"(CNN).":[114],"To":[115],"technique,":[118],"original":[120],"labels":[121],"first":[123],"converted":[124],"suitable":[127],"YOLO":[128,150],"format.":[129],"Then,":[130],"due":[131],"to":[132,154],"relatively":[134],"small":[135],"number":[136],"in":[139],"deterministic":[142],"augmentation":[143],"applied.":[146],"Hyperparameters":[147],"tuned":[153],"achieve":[155],"best":[157],"results,":[158],"evaluated":[161],"as":[162],"mean":[163],"average":[164],"precision":[165],"(mAP@0.5)":[166],"localization":[168],"accuracy":[169],"F1":[171,191],"score":[172],"classification":[174],"accuracy.":[175],"The":[176],"experimental":[177],"results":[178],"using":[179],"cross-vallidation":[180],"indicate":[181],"proposed":[184],"method":[185],"achieved":[186],"0.835":[187],"mAP@0.5":[188],"0.826":[190],"scores,":[192],"respectively.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}