{"id":"https://openalex.org/W2902896132","doi":"https://doi.org/10.23919/eusipco.2018.8553494","title":"Automatic Flower and Visitor Detection System","display_name":"Automatic Flower and Visitor Detection System","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2902896132","doi":"https://doi.org/10.23919/eusipco.2018.8553494","mag":"2902896132"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco.2018.8553494","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2018.8553494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"article","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/A5013499653","display_name":"Dat Thanh Tran","orcid":"https://orcid.org/0000-0002-5922-3458"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Dat Thanh Tran","raw_affiliation_strings":["Laboratory of Signal Processing, Tampere University of Technology, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Signal Processing, Tampere University of Technology, Finland","institution_ids":["https://openalex.org/I166825849","https://openalex.org/I4210133110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010266892","display_name":"Toke T. H\u00f8ye","orcid":"https://orcid.org/0000-0001-5387-3284"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Toke Thomas Hoye","raw_affiliation_strings":["Departmet of Bioscience, Aarhus University, Aarhus, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departmet of Bioscience, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007583477","display_name":"Moncef Gabbouj","orcid":"https://orcid.org/0000-0002-9788-2323"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]},{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Moncef Gabbouj","raw_affiliation_strings":["Laboratory of Signal Processing, Tampere University of Technology, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Signal Processing, Tampere University of Technology, Finland","institution_ids":["https://openalex.org/I166825849","https://openalex.org/I4210133110"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064535836","display_name":"Alexandros Iosifidis","orcid":"https://orcid.org/0000-0003-4807-1345"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Alexandros Iosifidis","raw_affiliation_strings":["Department of Engineering, Aarhus University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3395,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89631774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"405","last_page":"409"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10487","display_name":"Plant and animal studies","score":0.9991999864578247,"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/T10487","display_name":"Plant and animal studies","score":0.9991999864578247,"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/T13435","display_name":"Animal and Plant Science Education","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/visitor-pattern","display_name":"Visitor pattern","score":0.8518913984298706},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7581635117530823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6835809946060181},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5677912831306458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5511564016342163},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46931955218315125},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42821985483169556},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4005908966064453},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38149991631507874},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32737675309181213},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10736969113349915},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07647889852523804}],"concepts":[{"id":"https://openalex.org/C48947383","wikidata":"https://www.wikidata.org/wiki/Q830719","display_name":"Visitor pattern","level":2,"score":0.8518913984298706},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7581635117530823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6835809946060181},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5677912831306458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5511564016342163},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46931955218315125},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42821985483169556},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4005908966064453},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38149991631507874},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32737675309181213},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10736969113349915},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07647889852523804},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/eusipco.2018.8553494","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2018.8553494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/8c9a749e-9761-417b-9388-be2ef230bc4c","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/8c9a749e-9761-417b-9388-be2ef230bc4c","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Thanh Tran, D, H\u00f8ye, T T, Gabbouj, M & Iosifidis, A 2018, 'Automatic Flower and Visitor Detection System', Proceedings of the European Signal Processing Conference, vol. 2018, pp. 405-409. https://doi.org/10.23919/EUSIPCO.2018.8553494","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522301498","https://openalex.org/W1546279399","https://openalex.org/W2093568867","https://openalex.org/W2123045220","https://openalex.org/W2133059825","https://openalex.org/W2150856297","https://openalex.org/W2285671993","https://openalex.org/W2501369945","https://openalex.org/W2564295668","https://openalex.org/W2570343428","https://openalex.org/W2574817755","https://openalex.org/W2593728137","https://openalex.org/W2605929543","https://openalex.org/W2609530591","https://openalex.org/W2613718673","https://openalex.org/W2621132707","https://openalex.org/W2963150697","https://openalex.org/W2963382180","https://openalex.org/W2963523428","https://openalex.org/W2963801405","https://openalex.org/W2964121744","https://openalex.org/W4250385403","https://openalex.org/W6620707391","https://openalex.org/W6734268322"],"related_works":["https://openalex.org/W2389484663","https://openalex.org/W100279264","https://openalex.org/W2962094963","https://openalex.org/W3035526107","https://openalex.org/W3210442065","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W4380075502"],"abstract_inverted_index":{"The":[0],"visit":[1],"patterns":[2],"of":[3],"insects":[4],"to":[5,28,45,103],"specific":[6,9],"flowers":[7,31],"at":[8],"times":[10],"during":[11,89,94],"the":[12,17,26,40,59,99,111,115],"diurnal":[13],"cycle":[14],"and":[15,32,73,106],"across":[16],"season":[18],"play":[19],"important":[20],"roles":[21],"in":[22,35,62,85,92,110,114],"pollination":[23],"biology.":[24],"Thus,":[25],"ability":[27],"automatically":[29],"detect":[30],"visitors":[33],"occurring":[34],"video":[36],"sequences":[37,87],"greatly":[38],"reduces":[39],"manual":[41],"human":[42],"efforts":[43],"needed":[44],"collect":[46],"such":[47,51],"data.":[48],"Data-dependent":[49],"approaches,":[50],"as":[52],"supervised":[53],"machine":[54],"learning":[55],"algorithms,":[56],"have":[57],"become":[58],"core":[60],"component":[61],"several":[63],"automation":[64],"systems.":[65],"In":[66],"this":[67],"paper,":[68],"we":[69],"describe":[70],"a":[71],"flower":[72],"visitor":[74],"detection":[75],"system":[76,100],"using":[77],"deep":[78],"Convolutional":[79],"Neural":[80],"Networks":[81],"(CNN).":[82],"Experiments":[83],"conducted":[84],"image":[86],"collected":[88,113],"field":[90],"work":[91],"Greenland":[93],"June-July":[95],"2017":[96],"indicate":[97],"that":[98],"is":[101],"robust":[102],"different":[104],"shading":[105],"illumination":[107],"conditions,":[108],"inherent":[109],"images":[112],"outdoor":[116],"environments.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
