{"id":"https://openalex.org/W4381744436","doi":"https://doi.org/10.1109/cscwd57460.2023.10152685","title":"Flower Image Identification and Feature Extracting Method Based on Transfer Learning","display_name":"Flower Image Identification and Feature Extracting Method Based on Transfer Learning","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4381744436","doi":"https://doi.org/10.1109/cscwd57460.2023.10152685"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd57460.2023.10152685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd57460.2023.10152685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5059251513","display_name":"Xiaofei Xing","orcid":"https://orcid.org/0000-0002-2486-8379"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaofei Xing","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China,510006"],"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China,510006","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101501411","display_name":"Zimeng Wang","orcid":"https://orcid.org/0000-0002-7707-4679"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zimeng Wang","raw_affiliation_strings":["Hangzhou Dianzi University,School of Automation,Hangzhou,China,310018"],"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University,School of Automation,Hangzhou,China,310018","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385796","display_name":"Xiaoli Chen","orcid":"https://orcid.org/0000-0001-8020-5513"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoli Chen","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China,510006"],"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China,510006","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100572374","display_name":"Yunxuan Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxuan Zeng","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China,510006"],"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China,510006","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044995094","display_name":"Siqi He","orcid":"https://orcid.org/0000-0002-3601-1938"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siqi He","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China,510006"],"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China,510006","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059251513"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":null,"apc_paid":null,"fwci":0.2202,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5291706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1849","last_page":"1854"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/T10616","display_name":"Smart Agriculture and AI","score":0.9433000087738037,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9297999739646912,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.693617045879364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.68404620885849},{"id":"https://openalex.org/keywords/readability","display_name":"Readability","score":0.6457791924476624},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6269821524620056},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5925530791282654},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.580410361289978},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5690997838973999},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5045377016067505},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49801182746887207},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49407365918159485},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4426631033420563},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44066011905670166},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4323294758796692},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4307659864425659},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14253199100494385},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11953645944595337}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.693617045879364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.68404620885849},{"id":"https://openalex.org/C2778143727","wikidata":"https://www.wikidata.org/wiki/Q1820650","display_name":"Readability","level":2,"score":0.6457791924476624},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6269821524620056},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5925530791282654},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.580410361289978},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5690997838973999},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5045377016067505},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49801182746887207},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49407365918159485},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4426631033420563},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44066011905670166},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4323294758796692},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4307659864425659},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14253199100494385},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11953645944595337},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd57460.2023.10152685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd57460.2023.10152685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328715","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2097117768","https://openalex.org/W2165698076","https://openalex.org/W2183341477","https://openalex.org/W2593911676","https://openalex.org/W3171515667","https://openalex.org/W3200463971","https://openalex.org/W4200450461","https://openalex.org/W4210459499","https://openalex.org/W4214510229","https://openalex.org/W4226513839"],"related_works":["https://openalex.org/W1964661231","https://openalex.org/W4254960163","https://openalex.org/W3110264473","https://openalex.org/W2999103397","https://openalex.org/W2370831213","https://openalex.org/W4315704968","https://openalex.org/W4285478380","https://openalex.org/W2100255360","https://openalex.org/W2032810564","https://openalex.org/W2107506952"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"technology":[3],"is":[4,43,49,66,125,165],"booming":[5],"in":[6,20,30,167],"information":[7,59,164],"society,":[8],"and":[9,36,74,89,101,140],"its":[10],"role":[11,29],"has":[12],"become":[13],"one":[14],"of":[15,23,39,50,60,122,145,170,177],"the":[16,21,34,47,57,85,94,98,104,110,118,136,143,150,168],"hot":[17],"research":[18],"topics":[19],"field":[22],"image":[24],"identification.":[25],"Flowers":[26],"play":[27],"essential":[28],"daily":[31],"life,":[32],"but":[33],"identification":[35],"know":[37],"well":[38],"some":[40],"flower":[41,76,111,163],"species":[42],"not":[44],"clear.":[45],"Therefore,":[46],"system":[48],"great":[51],"significance":[52],"to":[53,67,72,109,127,135],"help":[54],"people":[55],"obtain":[56,154],"detailed":[58],"plant":[61],"flowers.":[62],"The":[63,113,129,162],"proposed":[64,130],"method":[65],"use":[68],"machine":[69,146],"learning":[70,81],"algorithm":[71,131,151],"process":[73],"identify":[75],"images,":[77],"mainly":[78],"using":[79],"transfer":[80],"model,":[82],"based":[83],"on":[84],"trained":[86],"model":[87],"parameters,":[88],"taking":[90],"25":[91],"reptiles":[92],"as":[93],"training":[95,100,138],"base.":[96],"After":[97],"optimal":[99],"parameters":[102],"adjustment,":[103],"extracted":[105],"features":[106],"were":[107],"transferred":[108],"model.":[112],"experimental":[114],"results":[115],"show":[116],"that":[117],"effective":[119],"recognition":[120,156],"accuracy":[121,157],"different":[123],"flowers":[124],"up":[126],"98.20%.":[128],"can":[132,141,153],"be":[133],"adopted":[134],"small-scale":[137],"task,":[139],"reduces":[142],"amount":[144],"operation.":[147],"In":[148],"addition,":[149],"also":[152],"satisfactory":[155],"within":[158],"a":[159],"short":[160],"time.":[161],"presented":[166],"form":[169],"dynamic":[171],"web":[172],"pages,":[173],"which":[174],"improved":[175],"readability":[176],"idenfication":[178],"results.":[179]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}