{"id":"https://openalex.org/W2895671046","doi":"https://doi.org/10.1109/cvprw.2018.00187","title":"Automated Analysis of Marine Video with Limited Data","display_name":"Automated Analysis of Marine Video with Limited Data","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2895671046","doi":"https://doi.org/10.1109/cvprw.2018.00187","mag":"2895671046"},"language":"en","primary_location":{"id":"doi:10.1109/cvprw.2018.00187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2018.00187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5108502975","display_name":"Deborah L. Levy","orcid":"https://orcid.org/0000-0003-0080-1054"},"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":"Deborah Levy","raw_affiliation_strings":["Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085205944","display_name":"Yuval Belfer","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yuval Belfer","raw_affiliation_strings":["Technion - Israel Inst. of Technol., Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion - Israel Inst. of Technol., Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031531092","display_name":"Elad Osherov","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Elad Osherov","raw_affiliation_strings":["Technion - Israel Inst. of Technol., Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion - Israel Inst. of Technol., Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078713723","display_name":"Eyal Bigal","orcid":"https://orcid.org/0000-0001-9680-940X"},"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":"Eyal Bigal","raw_affiliation_strings":["Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079316450","display_name":"Aviad Scheinin","orcid":"https://orcid.org/0000-0003-1154-4604"},"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":"Aviad P. Scheinin","raw_affiliation_strings":["Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064840353","display_name":"Hagai Nativ","orcid":null},"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":"Hagai Nativ","raw_affiliation_strings":["Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041513965","display_name":"Dan Tchernov","orcid":"https://orcid.org/0000-0003-1135-8270"},"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":"Dan Tchernov","raw_affiliation_strings":["Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel","University of Haifa, Haifa, Haifa, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel","institution_ids":["https://openalex.org/I91203450"]},{"raw_affiliation_string":"University of Haifa, Haifa, Haifa, IL","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023625911","display_name":"Tali Treibitz","orcid":"https://orcid.org/0000-0002-3078-282X"},"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":"Tali Treibitz","raw_affiliation_strings":["Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leon H. Charney Sch. of Marine Sci., Univ. of Haifa, Haifa, Israel","institution_ids":["https://openalex.org/I91203450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0328,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.96164934,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1466","last_page":"14668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11698","display_name":"Underwater Acoustics Research","score":0.9952999949455261,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.8118668794631958},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6146399974822998},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.5495941042900085},{"id":"https://openalex.org/keywords/lagging","display_name":"Lagging","score":0.5309502482414246},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5066846013069153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4598586857318878},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4469864070415497},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4398695230484009},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.4112577438354492},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3784947693347931},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3255220055580139}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8118668794631958},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6146399974822998},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.5495941042900085},{"id":"https://openalex.org/C2776962539","wikidata":"https://www.wikidata.org/wiki/Q6472078","display_name":"Lagging","level":2,"score":0.5309502482414246},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5066846013069153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4598586857318878},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4469864070415497},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4398695230484009},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.4112577438354492},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3784947693347931},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3255220055580139},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvprw.2018.00187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2018.00187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W4919037","https://openalex.org/W639708223","https://openalex.org/W1480487340","https://openalex.org/W1522301498","https://openalex.org/W1536214225","https://openalex.org/W1536680647","https://openalex.org/W1769599646","https://openalex.org/W1807439502","https://openalex.org/W1849277567","https://openalex.org/W1861492603","https://openalex.org/W1903029394","https://openalex.org/W1965718792","https://openalex.org/W2010408121","https://openalex.org/W2051785999","https://openalex.org/W2088888393","https://openalex.org/W2095705004","https://openalex.org/W2102605133","https://openalex.org/W2105934661","https://openalex.org/W2108598243","https://openalex.org/W2112942233","https://openalex.org/W2124211486","https://openalex.org/W2127923214","https://openalex.org/W2130293653","https://openalex.org/W2131173239","https://openalex.org/W2135346934","https://openalex.org/W2138689455","https://openalex.org/W2154579312","https://openalex.org/W2157612397","https://openalex.org/W2163186270","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2194775991","https://openalex.org/W2205204134","https://openalex.org/W2222512263","https://openalex.org/W2237765446","https://openalex.org/W2252355370","https://openalex.org/W2253409621","https://openalex.org/W2288990755","https://openalex.org/W2294059674","https://openalex.org/W2345420577","https://openalex.org/W2402606673","https://openalex.org/W2414372621","https://openalex.org/W2512784927","https://openalex.org/W2533944660","https://openalex.org/W2557392958","https://openalex.org/W2565639579","https://openalex.org/W2565879877","https://openalex.org/W2570343428","https://openalex.org/W2763503841","https://openalex.org/W2766648222","https://openalex.org/W2778195589","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2963754293","https://openalex.org/W2964121744","https://openalex.org/W3104218139","https://openalex.org/W3106250896","https://openalex.org/W4248936881","https://openalex.org/W4285719527","https://openalex.org/W4364361505","https://openalex.org/W6600213771","https://openalex.org/W6620707391","https://openalex.org/W6632098450","https://openalex.org/W6639102338","https://openalex.org/W6639204139","https://openalex.org/W6674330103","https://openalex.org/W6684191040","https://openalex.org/W6689029123","https://openalex.org/W6696355519","https://openalex.org/W6696761078","https://openalex.org/W6712737577","https://openalex.org/W6785652829","https://openalex.org/W6921782146"],"related_works":["https://openalex.org/W2135562825","https://openalex.org/W3145783610","https://openalex.org/W4229448053","https://openalex.org/W2354181859","https://openalex.org/W2757096358","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4247925126","https://openalex.org/W4312858960","https://openalex.org/W4386036939"],"abstract_inverted_index":{"Monitoring":[0],"of":[1,8,60,107,112,119],"the":[2,37,74,108,113,117,152,166,170],"marine":[3,75,121,153,177],"environment":[4],"requires":[5,39],"large":[6],"amounts":[7],"data,":[9],"simply":[10],"due":[11],"to":[12,25,66,99,141],"its":[13],"vast":[14],"size.":[15],"Therefore,":[16],"underwater":[17,184],"autonomous":[18],"vehicles":[19],"and":[20,42,91,101,149,164,182],"drones":[21],"are":[22,34],"increasingly":[23],"deployed":[24],"acquire":[26],"numerous":[27],"photographs.":[28],"However,":[29],"ecological":[30],"conclusions":[31],"from":[32,80,128],"them":[33],"lagging":[35],"as":[36,73],"data":[38,76,122],"expert":[40],"annotation":[41],"thus":[43,95],"realistically":[44],"cannot":[45],"be":[46,139],"manually":[47],"processed.":[48],"This":[49],"calls":[50],"for":[51,57,146],"developing":[52],"automatic":[53],"classification":[54,150],"algorithms":[55],"dedicated":[56,126],"this":[58,131],"type":[59],"data.":[61,82],"Current":[62],"out-of-the-box":[63],"solutions":[64],"struggle":[65],"provide":[67],"optimal":[68],"results":[69,145],"in":[70,151,159],"these":[71,125],"scenarios":[72],"is":[77],"very":[78,175],"different":[79,176],"everyday":[81],"Images":[83],"taken":[84],"under":[85],"water":[86],"display":[87],"low":[88],"contrast":[89],"levels":[90],"reduced":[92],"visibility":[93],"range":[94],"making":[96],"objects":[97],"harder":[98],"localize":[100],"classify.":[102],"Scale":[103],"varies":[104],"dramatically":[105],"because":[106],"complex":[109],"3":[110],"dimensionality":[111],"scenes.":[114],"In":[115,130],"addition,":[116],"scarcity":[118],"labeled":[120],"prevents":[123],"training":[124],"networks":[127],"scratch.":[129],"work,":[132],"we":[133],"demonstrate":[134,157,169],"how":[135],"transfer":[136],"learning":[137],"can":[138],"utilized":[140],"achieve":[142],"high":[143],"quality":[144],"both":[147],"detection":[148],"environment.":[154],"We":[155,168],"also":[156],"tracking":[158],"videos":[160],"that":[161],"enables":[162],"counting":[163],"measuring":[165],"organisms.":[167],"suggested":[171],"method":[172],"on":[173],"two":[174],"datasets,":[178],"an":[179,183],"aerial":[180],"dataset":[181],"one.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}