{"id":"https://openalex.org/W4391843660","doi":"https://doi.org/10.3390/rs16040689","title":"A Statistical Evaluation of the Connection between Underwater Optical and Acoustic Images","display_name":"A Statistical Evaluation of the Connection between Underwater Optical and Acoustic Images","publication_year":2024,"publication_date":"2024-02-15","ids":{"openalex":"https://openalex.org/W4391843660","doi":"https://doi.org/10.3390/rs16040689"},"language":"en","primary_location":{"id":"doi:10.3390/rs16040689","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16040689","pdf_url":"https://www.mdpi.com/2072-4292/16/4/689/pdf?version=1707992219","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/4/689/pdf?version=1707992219","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093933920","display_name":"Rebeca Chinicz","orcid":"https://orcid.org/0009-0006-1471-8437"},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Rebeca Chinicz","raw_affiliation_strings":["Hatter Department of Marine Technologies, University of Haifa, Haifa 3103301, Israel"],"affiliations":[{"raw_affiliation_string":"Hatter Department of Marine Technologies, University of Haifa, Haifa 3103301, Israel","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045471642","display_name":"Roee Diamant","orcid":"https://orcid.org/0000-0002-2430-7061"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]},{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["HR","IL"],"is_corresponding":true,"raw_author_name":"Roee Diamant","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, 10000 Zagreb, Croatia","Hatter Department of Marine Technologies, University of Haifa, Haifa 3103301, Israel"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, 10000 Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"Hatter Department of Marine Technologies, University of Haifa, Haifa 3103301, Israel","institution_ids":["https://openalex.org/I91203450"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045471642"],"corresponding_institution_ids":["https://openalex.org/I181343428","https://openalex.org/I91203450"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.882,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82028715,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"16","issue":"4","first_page":"689","last_page":"689"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"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":0.9909999966621399,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9842000007629395,"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/computer-science","display_name":"Computer science","score":0.8012152910232544},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.7218456268310547},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6312673687934875},{"id":"https://openalex.org/keywords/sonar","display_name":"Sonar","score":0.5642799735069275},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5499453544616699},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5301514267921448},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5086577534675598},{"id":"https://openalex.org/keywords/conditional-probability","display_name":"Conditional probability","score":0.5053139328956604},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.4828934669494629},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.445066899061203},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.43898528814315796},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.41664689779281616},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.41242432594299316},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3700486421585083},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11280864477157593},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10313612222671509},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09812712669372559}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8012152910232544},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.7218456268310547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6312673687934875},{"id":"https://openalex.org/C555745239","wikidata":"https://www.wikidata.org/wiki/Q133220","display_name":"Sonar","level":2,"score":0.5642799735069275},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5499453544616699},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5301514267921448},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5086577534675598},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.5053139328956604},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.4828934669494629},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.445066899061203},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.43898528814315796},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.41664689779281616},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.41242432594299316},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3700486421585083},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11280864477157593},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10313612222671509},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09812712669372559},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16040689","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16040689","pdf_url":"https://www.mdpi.com/2072-4292/16/4/689/pdf?version=1707992219","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:04bbd9eaa6a749588cf9599c827c4c95","is_oa":true,"landing_page_url":"https://doaj.org/article/04bbd9eaa6a749588cf9599c827c4c95","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 4, p 689 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16040689","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16040689","pdf_url":"https://www.mdpi.com/2072-4292/16/4/689/pdf?version=1707992219","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G3092203726","display_name":null,"funder_award_id":"101086340","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391843660.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1654074930","https://openalex.org/W1965555277","https://openalex.org/W1972168313","https://openalex.org/W2016628928","https://openalex.org/W2033413929","https://openalex.org/W2095958955","https://openalex.org/W2145885328","https://openalex.org/W2290265371","https://openalex.org/W2304606549","https://openalex.org/W2590500019","https://openalex.org/W2887116847","https://openalex.org/W2966271978","https://openalex.org/W2976670645","https://openalex.org/W3206842989","https://openalex.org/W4200309261","https://openalex.org/W4210689831","https://openalex.org/W4213155940","https://openalex.org/W4290043229","https://openalex.org/W4386864162","https://openalex.org/W4388286321","https://openalex.org/W4389065354"],"related_works":["https://openalex.org/W3199220297","https://openalex.org/W2137769200","https://openalex.org/W2070821970","https://openalex.org/W2032962400","https://openalex.org/W1983393909","https://openalex.org/W2040150569","https://openalex.org/W2468095590","https://openalex.org/W2132174924","https://openalex.org/W1911540634","https://openalex.org/W2013909972"],"abstract_inverted_index":{"The":[0,80,179],"use":[1],"of":[2,29,47,92,110,158,170,185,190,206],"Synthetic":[3],"Aperture":[4],"Sonar":[5],"(SAS)":[6],"in":[7,16],"autonomous":[8],"underwater":[9,19],"vehicle":[10],"(AUV)":[11],"surveys":[12],"has":[13,52],"found":[14],"applications":[15],"archaeological":[17],"searches,":[18],"mine":[20],"detection":[21,225],"and":[22,49,86,94,108,162,187,193,219,226],"wildlife":[23],"monitoring.":[24],"However,":[25],"the":[26,33,45,72,104,111,123,140,143,159,164,168,171,191,197,203,212],"easy":[27],"confusability":[28],"natural":[30],"objects":[31,195],"with":[32],"target":[34],"object":[35,161],"leads":[36],"to":[37,74,115,132,138],"high":[38],"false":[39,227],"positive":[40],"rates.":[41],"To":[42],"improve":[43],"detection,":[44],"combination":[46,70],"SAS":[48,57,186,207],"optical":[50,63,188,217],"images":[51,82,157,169,189,208],"recently":[53],"attracted":[54],"attention.":[55],"While":[56],"data":[58],"provides":[59],"a":[60,99,182,221],"large-scale":[61],"survey,":[62],"information":[64,124],"can":[65],"help":[66],"contextualize":[67],"it.":[68],"This":[69],"creates":[71],"need":[73,114],"match":[75],"multimodal,":[76],"optical\u2013acoustic":[77],"image":[78],"pairs.":[79],"two":[81,112,144,172],"are":[83,87],"not":[84],"aligned,":[85],"taken":[88],"from":[89,211],"different":[90,96,105,194,210],"angles":[91],"view":[93],"at":[95],"times.":[97],"As":[98],"result,":[100],"challenges":[101],"such":[102],"as":[103],"resolution,":[106],"scaling":[107],"posture":[109],"sensors":[113],"be":[116],"overcome.":[117],"In":[118,146],"this":[119],"research,":[120],"motivated":[121],"by":[122],"gain":[125],"when":[126],"using":[127],"both":[128],"modalities,":[129],"we":[130,148,238],"turn":[131],"statistical":[133],"exploration":[134],"for":[135,153],"feature":[136],"analysis":[137],"investigate":[139,163],"relationship":[141],"between":[142,167,224],"modalities.":[145],"particular,":[147],"propose":[149],"an":[150,216],"entropic":[151],"method":[152],"recognizing":[154],"matching":[155],"multimodal":[156],"same":[160,192],"probabilistic":[165],"dependency":[166],"modalities":[173],"based":[174],"on":[175,181,196],"their":[176],"conditional":[177,204],"probabilities.":[178],"results":[180],"real":[183],"dataset":[184],"seafloor":[198],"confirm":[199],"our":[200,240],"assumption":[201],"that":[202,230],"probability":[205,214],"is":[209,231],"marginal":[213],"given":[215],"image,":[218],"show":[220],"favorable":[222],"trade-off":[223],"alarm":[228],"rate":[229],"higher":[232],"than":[233],"current":[234],"benchmarks.":[235],"For":[236],"reproducibility,":[237],"share":[239],"database.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
