{"id":"https://openalex.org/W3016400532","doi":"https://doi.org/10.1117/12.2588386","title":"Feathers dataset for fine-grained visual categorization","display_name":"Feathers dataset for fine-grained visual categorization","publication_year":2021,"publication_date":"2021-01-04","ids":{"openalex":"https://openalex.org/W3016400532","doi":"https://doi.org/10.1117/12.2588386","mag":"3016400532"},"language":"en","primary_location":{"id":"doi:10.1117/12.2588386","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2588386","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Thirteenth International Conference on Machine Vision","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.08606","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050972656","display_name":"Alina Belko","orcid":"https://orcid.org/0000-0003-0455-3959"},"institutions":[{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Alina Belko","raw_affiliation_strings":["Samara Univ. (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Samara Univ. (Russian Federation)","institution_ids":["https://openalex.org/I3124489027"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008555007","display_name":"Konstantin Dobratulin","orcid":"https://orcid.org/0000-0002-1806-2803"},"institutions":[{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Konstantin Dobratulin","raw_affiliation_strings":["Samara Univ. (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Samara Univ. (Russian Federation)","institution_ids":["https://openalex.org/I3124489027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086303779","display_name":"Andrey Kuznetsov","orcid":"https://orcid.org/0000-0001-6446-8663"},"institutions":[{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Kuznetsov","raw_affiliation_strings":["Samara Univ. (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Samara Univ. (Russian Federation)","institution_ids":["https://openalex.org/I3124489027"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050972656"],"corresponding_institution_ids":["https://openalex.org/I3124489027"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00882122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10174","display_name":"Animal Behavior and Reproduction","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10174","display_name":"Animal Behavior and Reproduction","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10332","display_name":"Amphibian and Reptile Biology","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10199","display_name":"Wildlife Ecology and Conservation","score":0.9968000054359436,"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/plumage","display_name":"Plumage","score":0.8371360898017883},{"id":"https://openalex.org/keywords/ornithology","display_name":"Ornithology","score":0.7901207208633423},{"id":"https://openalex.org/keywords/feather","display_name":"Feather","score":0.7855348587036133},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.70140540599823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.659146785736084},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5923852324485779},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5776212215423584},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.5211582183837891},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4890511929988861},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4742623567581177},{"id":"https://openalex.org/keywords/amateur","display_name":"Amateur","score":0.4214385747909546},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3397675156593323},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3239644765853882},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23150816559791565},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13751661777496338},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12134501338005066},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.1049475371837616},{"id":"https://openalex.org/keywords/southern-hemisphere","display_name":"Southern Hemisphere","score":0.0692884624004364},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05387675762176514}],"concepts":[{"id":"https://openalex.org/C2779594111","wikidata":"https://www.wikidata.org/wiki/Q3303665","display_name":"Plumage","level":2,"score":0.8371360898017883},{"id":"https://openalex.org/C202865033","wikidata":"https://www.wikidata.org/wiki/Q44703","display_name":"Ornithology","level":3,"score":0.7901207208633423},{"id":"https://openalex.org/C127745971","wikidata":"https://www.wikidata.org/wiki/Q81025","display_name":"Feather","level":2,"score":0.7855348587036133},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.70140540599823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.659146785736084},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5923852324485779},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5776212215423584},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.5211582183837891},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4890511929988861},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4742623567581177},{"id":"https://openalex.org/C2778044066","wikidata":"https://www.wikidata.org/wiki/Q455595","display_name":"Amateur","level":2,"score":0.4214385747909546},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3397675156593323},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3239644765853882},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23150816559791565},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13751661777496338},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12134501338005066},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.1049475371837616},{"id":"https://openalex.org/C2777252438","wikidata":"https://www.wikidata.org/wiki/Q41228","display_name":"Southern Hemisphere","level":2,"score":0.0692884624004364},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05387675762176514},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1117/12.2588386","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2588386","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Thirteenth International Conference on Machine Vision","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2004.08606","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.08606","pdf_url":"https://arxiv.org/pdf/2004.08606","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2004.08606","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.08606","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:3016400532","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.08606","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.08606","pdf_url":"https://arxiv.org/pdf/2004.08606","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3016400532.pdf","grobid_xml":"https://content.openalex.org/works/W3016400532.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1616462885","https://openalex.org/W1797268635","https://openalex.org/W1993309459","https://openalex.org/W2108199445","https://openalex.org/W2137490055","https://openalex.org/W2158966482","https://openalex.org/W2297906662","https://openalex.org/W2737725206","https://openalex.org/W2963522305","https://openalex.org/W2978138955"],"related_works":["https://openalex.org/W3091149363","https://openalex.org/W3001841461","https://openalex.org/W2782533531","https://openalex.org/W2795705148","https://openalex.org/W2947697927","https://openalex.org/W3146395954","https://openalex.org/W3103795537","https://openalex.org/W2592507559","https://openalex.org/W3080409684","https://openalex.org/W3014490631","https://openalex.org/W3032536818","https://openalex.org/W2398118205","https://openalex.org/W2952391739","https://openalex.org/W2367927437","https://openalex.org/W2781228439","https://openalex.org/W2613010453","https://openalex.org/W2253806798","https://openalex.org/W2900646760","https://openalex.org/W2941155266","https://openalex.org/W3124949704"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,28,58],"novel":[4],"dataset":[5,48,71],"FeatherV1,":[6],"containing":[7],"28,272":[8],"images":[9],"of":[10,24,69],"feathers":[11,80],"categorized":[12],"by":[13,27],"595":[14],"bird":[15,25],"species.":[16],"It":[17],"was":[18],"created":[19],"to":[20],"perform":[21],"taxonomic":[22],"identification":[23],"species":[26],"single":[29],"feather,":[30],"which":[31],"can":[32,54,72],"be":[33,73],"applied":[34],"in":[35,61],"amateur":[36],"and":[37,52],"professional":[38],"ornithology.":[39],"FeatherV1":[40],"is":[41],"the":[42,70,98],"first":[43],"publicly":[44],"available":[45],"bird's":[46],"plumage":[47],"for":[49,57,92],"machine":[50],"learning,":[51],"it":[53],"raise":[55],"interest":[56],"new":[59],"task":[60,82],"fine-grained":[62],"visual":[63],"recognition":[64],"domain.":[65],"The":[66],"latest":[67],"version":[68],"downloaded":[74],"at":[75],"https://github.com/feathers-dataset/feathersv1-dataset.":[76],"We":[77,84],"also":[78],"present":[79],"classification":[81],"results.":[83],"selected":[85],"several":[86],"deep":[87],"learning":[88],"architectures":[89],"(DenseNet":[90],"based)":[91],"categorical":[93],"crossentropy":[94],"values":[95],"comparison":[96],"on":[97],"provided":[99],"dataset.":[100]},"counts_by_year":[],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}