{"id":"https://openalex.org/W4410312392","doi":"https://doi.org/10.48550/arxiv.2504.02534","title":"Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery","display_name":"Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery","publication_year":2025,"publication_date":"2025-04-03","ids":{"openalex":"https://openalex.org/W4410312392","doi":"https://doi.org/10.48550/arxiv.2504.02534"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2504.02534","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.02534","pdf_url":"https://arxiv.org/pdf/2504.02534","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"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-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2504.02534","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082681779","display_name":"Mykola Lavreniuk","orcid":"https://orcid.org/0000-0003-2183-8833"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Lavreniuk, Mykola","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006740564","display_name":"Nataliia Kussul","orcid":"https://orcid.org/0000-0002-9704-9702"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kussul, Nataliia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019694508","display_name":"\u0410\u043d\u0434\u0440\u0456\u0439 \u0428\u0435\u043b\u0435\u0441\u0442\u043e\u0432","orcid":"https://orcid.org/0000-0001-9256-4097"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shelestov, Andrii","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064249540","display_name":"Bohdan Yailymov","orcid":"https://orcid.org/0000-0002-2635-9842"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yailymov, Bohdan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092835257","display_name":"Yevhenii Salii","orcid":"https://orcid.org/0009-0006-0395-8099"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salii, Yevhenii","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080080325","display_name":"Volodymyr Kuzin","orcid":"https://orcid.org/0009-0007-1077-0382"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kuzin, Volodymyr","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5061857788","display_name":"Zoltan Szantoi","orcid":"https://orcid.org/0000-0003-2580-4382"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Szantoi, Zoltan","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5082681779"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.95169997215271,"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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.95169997215271,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9061999917030334,"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/satellite-imagery","display_name":"Satellite imagery","score":0.7320745587348938},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6858997344970703},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.6563528776168823},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6270562410354614},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6260808706283569},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4563889503479004},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4264986515045166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39023256301879883},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.3544656038284302},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.33145251870155334},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.33092987537384033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3129553496837616},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13018116354942322},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09387987852096558},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08693739771842957}],"concepts":[{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.7320745587348938},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6858997344970703},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.6563528776168823},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6270562410354614},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6260808706283569},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4563889503479004},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4264986515045166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39023256301879883},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.3544656038284302},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.33145251870155334},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.33092987537384033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3129553496837616},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13018116354942322},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09387987852096558},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08693739771842957},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2504.02534","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.02534","pdf_url":"https://arxiv.org/pdf/2504.02534","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"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-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2504.02534","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2504.02534","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":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2504.02534","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.02534","pdf_url":"https://arxiv.org/pdf/2504.02534","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"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-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410312392.pdf","grobid_xml":"https://content.openalex.org/works/W4410312392.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2369139941","https://openalex.org/W1517180214","https://openalex.org/W2082780921","https://openalex.org/W2025517136","https://openalex.org/W1583866164","https://openalex.org/W2028664052","https://openalex.org/W634414395","https://openalex.org/W2520802852","https://openalex.org/W2186016250","https://openalex.org/W1584839083"],"abstract_inverted_index":{"The":[0],"accurate":[1],"delineation":[2],"of":[3,76,119],"agricultural":[4,84],"field":[5],"boundaries":[6],"from":[7,66],"satellite":[8,62],"imagery":[9],"is":[10],"vital":[11],"for":[12],"land":[13],"management":[14],"and":[15,30,44,72,86,123,136,144,151],"crop":[16],"monitoring.":[17],"However,":[18],"current":[19],"methods":[20],"face":[21],"challenges":[22],"due":[23],"to":[24,69],"limited":[25],"dataset":[26,53,58,154],"sizes,":[27],"resolution":[28],"discrepancies,":[29],"diverse":[31,141],"environmental":[32],"conditions.":[33],"We":[34,93],"address":[35],"this":[36],"by":[37],"reformulating":[38],"the":[39,46,81,152],"task":[40],"as":[41],"instance":[42,74,99],"segmentation":[43,100],"introducing":[45],"Field":[47],"Boundary":[48],"Instance":[49],"Segmentation":[50],"-":[51],"22M":[52],"(FBIS-22M),":[54],"a":[55,112,116],"large-scale,":[56],"multi-resolution":[57],"comprising":[59],"672,909":[60],"high-resolution":[61],"image":[63,142],"patches":[64],"(ranging":[65],"0.25":[67],"m":[68],"10":[70],"m)":[71],"22,926,427":[73],"masks":[75],"individual":[77],"fields,":[78],"significantly":[79,133],"narrowing":[80],"gap":[82],"between":[83],"datasets":[85],"those":[87],"in":[88,121,125],"other":[89],"computer":[90],"vision":[91],"domains.":[92],"further":[94],"propose":[95],"Delineate":[96],"Anything,":[97],"an":[98],"model":[101,110],"trained":[102],"on":[103],"our":[104],"new":[105,113],"FBIS-22M":[106,153],"dataset.":[107],"Our":[108],"proposed":[109],"sets":[111],"state-of-the-art,":[114],"achieving":[115],"substantial":[117],"improvement":[118],"88.5%":[120],"mAP@0.5":[122],"103%":[124],"mAP@0.5:0.95":[126],"over":[127],"existing":[128],"methods,":[129],"while":[130],"also":[131],"demonstrating":[132],"faster":[134],"inference":[135],"strong":[137],"zero-shot":[138],"generalization":[139],"across":[140],"resolutions":[143],"unseen":[145],"geographic":[146],"regions.":[147],"Code,":[148],"pre-trained":[149],"models,":[150],"are":[155],"available":[156],"at":[157],"https://lavreniuk.github.io/Delineate-Anything.":[158]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
