{"id":"https://openalex.org/W4285155682","doi":"https://doi.org/10.1007/978-3-031-06433-3_39","title":"Towards Cross Domain Transfer Learning for\u00a0Underwater Correspondence Search","display_name":"Towards Cross Domain Transfer Learning for\u00a0Underwater Correspondence Search","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285155682","doi":"https://doi.org/10.1007/978-3-031-06433-3_39"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-06433-3_39","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-06433-3_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-031-06433-3_39","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092301294","display_name":"Patricia Sch\u00f6ntag","orcid":"https://orcid.org/0000-0003-3404-8195"},"institutions":[{"id":"https://openalex.org/I34403800","display_name":"GEOMAR Helmholtz Centre for Ocean Research Kiel","ror":"https://ror.org/02h2x0161","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I34403800"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Patricia Sch\u00f6ntag","raw_affiliation_strings":["Oceanic Machine Vision Group, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3404-8195","affiliations":[{"raw_affiliation_string":"Oceanic Machine Vision Group, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I34403800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087243552","display_name":"David Nakath","orcid":"https://orcid.org/0000-0001-6461-3357"},"institutions":[{"id":"https://openalex.org/I34403800","display_name":"GEOMAR Helmholtz Centre for Ocean Research Kiel","ror":"https://ror.org/02h2x0161","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I34403800"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Nakath","raw_affiliation_strings":["Oceanic Machine Vision Group, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6461-3357","affiliations":[{"raw_affiliation_string":"Oceanic Machine Vision Group, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I34403800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018331097","display_name":"Stefan R\u00f6hrl","orcid":"https://orcid.org/0000-0001-6277-3816"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan R\u00f6hrl","raw_affiliation_strings":["Chair for Data Processing, Technical University Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6277-3816","affiliations":[{"raw_affiliation_string":"Chair for Data Processing, Technical University Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091610351","display_name":"Kevin K\u00f6ser","orcid":"https://orcid.org/0000-0002-0974-3834"},"institutions":[{"id":"https://openalex.org/I34403800","display_name":"GEOMAR Helmholtz Centre for Ocean Research Kiel","ror":"https://ror.org/02h2x0161","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I34403800"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kevin K\u00f6ser","raw_affiliation_strings":["Oceanic Machine Vision Group, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0974-3834","affiliations":[{"raw_affiliation_string":"Oceanic Machine Vision Group, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I34403800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092301294"],"corresponding_institution_ids":["https://openalex.org/I34403800"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":1.8315,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89915063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"461","last_page":"472"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9984999895095825,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9984999895095825,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9980999827384949,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.8847103118896484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7271780967712402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6795033812522888},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6289699673652649},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.6147710084915161},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6051987409591675},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5124269127845764},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4650251865386963},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4434954524040222},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35522884130477905},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20911899209022522},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09709453582763672}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.8847103118896484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7271780967712402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6795033812522888},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6289699673652649},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.6147710084915161},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6051987409591675},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5124269127845764},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4650251865386963},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4434954524040222},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35522884130477905},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20911899209022522},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09709453582763672},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-06433-3_39","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-06433-3_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:oceanrep.geomar.de:56113","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400264","display_name":"Helmholtz Centre for Ocean Research Kiel (GEOMAR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34403800","host_organization_name":"GEOMAR Helmholtz Centre for Ocean Research Kiel","host_organization_lineage":["https://openalex.org/I34403800"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book chapter"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1687195","is_oa":false,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-031-06433-3_39","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-06433-3_39","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-06433-3_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8600000143051147,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W951725664","https://openalex.org/W1869500417","https://openalex.org/W1979931042","https://openalex.org/W1980911747","https://openalex.org/W2108598243","https://openalex.org/W2320444803","https://openalex.org/W2499468060","https://openalex.org/W2612112834","https://openalex.org/W2685669664","https://openalex.org/W2798971533","https://openalex.org/W2885264434","https://openalex.org/W2979458572","https://openalex.org/W2981533752","https://openalex.org/W2986023562","https://openalex.org/W3026590033","https://openalex.org/W3091974562","https://openalex.org/W3110926867","https://openalex.org/W4206981842","https://openalex.org/W6749413035"],"related_works":["https://openalex.org/W2742702720","https://openalex.org/W1504288058","https://openalex.org/W2541128885","https://openalex.org/W2331674254","https://openalex.org/W2811390910","https://openalex.org/W2167293474","https://openalex.org/W2146076056","https://openalex.org/W3042897387","https://openalex.org/W2048505601","https://openalex.org/W2546942002"],"abstract_inverted_index":{"Underwater":[0],"images":[1,14],"are":[2,9],"challenging":[3,120],"for":[4,102],"correspondence":[5],"search":[6],"algorithms,":[7],"which":[8],"traditionally":[10],"designed":[11],"based":[12],"on":[13,32],"captured":[15],"in":[16,76,90,95,161,165],"air":[17],"and":[18,37,41,46,65,98,107,145,186],"under":[19],"uniform":[20],"illumination.":[21],"In":[22],"water":[23],"however,":[24],"medium":[25],"interactions":[26],"have":[27],"a":[28,87,173,198],"much":[29],"higher":[30],"impact":[31],"the":[33,63,68,72,119,142,151,183,190,203],"light":[34],"propagation.":[35],"Absorption":[36],"scattering":[38],"cause":[39],"wavelength-":[40],"distance-dependent":[42],"color":[43],"distortion,":[44],"blurring":[45],"contrast":[47],"reductions.":[48],"For":[49,110],"deeper":[50],"or":[51,127],"turbid":[52],"waters,":[53],"artificial":[54],"illumination":[55],"is":[56,85,99,148],"required":[57,101],"that":[58],"usually":[59],"moves":[60],"rigidly":[61],"with":[62,202],"camera":[64],"thus":[66],"increases":[67],"appearance":[69],"differences":[70],"of":[71,130,192,205],"same":[73],"seafloor":[74,96],"spot":[75],"different":[77],"images.":[78],"Correspondence":[79],"search,":[80],"e.g.":[81],"using":[82],"image":[83,105],"features,":[84],"however":[86],"core":[88],"task":[89],"underwater":[91,111,137,184,207],"visual":[92],"navigation":[93],"employed":[94],"surveys":[97],"also":[100],"3D":[103],"reconstruction,":[104],"retrieval":[106],"object":[108],"detection.":[109],"images,":[112],"it":[113],"has":[114],"to":[115,123,182,200],"be":[116,180],"robust":[117,175],"against":[118],"imaging":[121],"conditions":[122],"avoid":[124],"decreased":[125],"accuracy":[126],"even":[128],"failure":[129],"computer":[131],"vision":[132],"algorithms.":[133],"However,":[134],"explicitly":[135],"taking":[136],"nuisances":[138],"into":[139,189],"account":[140],"during":[141],"feature":[143,155,176],"extraction":[144,156],"matching":[146],"process":[147],"challenging.":[149],"On":[150],"other":[152],"hand,":[153],"learned":[154,174],"models":[157],"achieved":[158],"high":[159],"performance":[160],"many":[162],"in-air":[163],"problems":[164],"recent":[166],"years.":[167],"Hence":[168],"we":[169],"investigate,":[170],"how":[171],"such":[172],"model,":[177],"D2Net,":[178],"can":[179],"applied":[181],"environment":[185],"particularly":[187],"look":[188],"issue":[191],"cross":[193],"domain":[194],"transfer":[195],"learning":[196],"as":[197],"strategy":[199],"deal":[201],"lack":[204],"annotated":[206],"training":[208],"data.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
