{"id":"https://openalex.org/W4387356054","doi":"https://doi.org/10.48550/arxiv.2310.01931","title":"MarineDet: Towards Open-Marine Object Detection","display_name":"MarineDet: Towards Open-Marine Object Detection","publication_year":2023,"publication_date":"2023-10-03","ids":{"openalex":"https://openalex.org/W4387356054","doi":"https://doi.org/10.48550/arxiv.2310.01931"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2310.01931","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.01931","pdf_url":"https://arxiv.org/pdf/2310.01931","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2310.01931","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093006032","display_name":"Liang Haixin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haixin, Liang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114860405","display_name":"Ziqiang Zheng","orcid":"https://orcid.org/0000-0002-1477-6040"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ziqiang, Zheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030001981","display_name":"Zeyu Ma","orcid":"https://orcid.org/0000-0002-2553-0679"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zeyu, Ma","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5027689970","display_name":"Sai-Kit Yeung","orcid":"https://orcid.org/0000-0001-7974-0607"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yeung, Sai-Kit","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9902999997138977,"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":0.9902999997138977,"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/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10659","display_name":"Marine animal studies overview","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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":0.6513665318489075},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6021906733512878},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5859225392341614},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5459786653518677},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.5258727073669434},{"id":"https://openalex.org/keywords/marine-ecosystem","display_name":"Marine ecosystem","score":0.5104309916496277},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4526590406894684},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.43340739607810974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4064862132072449},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37628957629203796},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.19415077567100525},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.17006337642669678},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16814664006233215},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.13074138760566711},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.11760801076889038},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10287952423095703}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6513665318489075},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6021906733512878},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5859225392341614},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5459786653518677},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.5258727073669434},{"id":"https://openalex.org/C151152651","wikidata":"https://www.wikidata.org/wiki/Q3304561","display_name":"Marine ecosystem","level":3,"score":0.5104309916496277},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4526590406894684},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.43340739607810974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4064862132072449},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37628957629203796},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.19415077567100525},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.17006337642669678},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16814664006233215},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.13074138760566711},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.11760801076889038},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10287952423095703},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2310.01931","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.01931","pdf_url":"https://arxiv.org/pdf/2310.01931","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2310.01931","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2310.01931","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2310.01931","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.01931","pdf_url":"https://arxiv.org/pdf/2310.01931","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387356054.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W4315498985"],"abstract_inverted_index":{"Marine":[0],"object":[1,48,110,132],"detection":[2,49,133],"has":[3],"gained":[4],"prominence":[5],"in":[6],"marine":[7,24,41,60,157,170],"research,":[8],"driven":[9],"by":[10],"the":[11,122,136,143,167],"pressing":[12],"need":[13],"to":[14,31,55,87,112,145],"unravel":[15],"oceanic":[16],"mysteries":[17],"and":[18,33,36,39,58,64,82,114,130,153,160],"enhance":[19],"our":[20,139],"understanding":[21,171],"of":[22,107,125,138,169],"invaluable":[23],"ecosystems.":[25],"There":[26],"is":[27,53,94],"a":[28,75,103,150,175],"profound":[29],"requirement":[30],"efficiently":[32],"accurately":[34],"identify":[35],"localize":[37],"diverse":[38,57],"unseen":[40,59],"entities":[42],"within":[43],"underwater":[44],"imagery.":[45],"The":[46,118],"open-marine":[47],"(OMOD":[50],"for":[51,99,156,178],"short)":[52],"required":[54],"detect":[56],"objects,":[61],"performing":[62],"categorization":[63],"localization":[65],"simultaneously.":[66],"To":[67,135],"achieve":[68,88],"OMOD,":[69,100,147],"we":[70,101,141],"present":[71,146],"\\textbf{MarineDet}.":[72],"We":[73],"formulate":[74],"joint":[76],"visual-text":[77],"semantic":[78],"space":[79],"through":[80],"pre-training":[81],"then":[83],"perform":[84],"marine-specific":[85],"training":[86],"in-air-to-marine":[89],"knowledge":[90],"transfer.":[91],"Considering":[92],"there":[93],"no":[95],"specific":[96],"dataset":[97],"designed":[98],"construct":[102],"\\textbf{MarineDet":[104],"dataset}":[105],"consisting":[106],"821":[108],"marine-relative":[109],"categories":[111],"promote":[113],"measure":[115],"OMOD":[116],"performance.":[117],"experimental":[119],"results":[120],"demonstrate":[121],"superior":[123],"performance":[124],"MarineDet":[126],"over":[127],"existing":[128],"generalist":[129],"specialist":[131],"algorithms.":[134],"best":[137],"knowledge,":[140],"are":[142],"first":[144],"which":[148],"holds":[149],"more":[151],"valuable":[152],"practical":[154],"setting":[155],"ecosystem":[158],"monitoring":[159],"management.":[161],"Our":[162],"research":[163],"not":[164],"only":[165],"pushes":[166],"boundaries":[168],"but":[172],"also":[173],"offers":[174],"standard":[176],"pipeline":[177],"OMOD.":[179]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
