{"id":"https://openalex.org/W2910306280","doi":"https://doi.org/10.1109/dicta.2018.8615779","title":"Colour Analysis of Strawberries on a Real Time Production Line","display_name":"Colour Analysis of Strawberries on a Real Time Production Line","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2910306280","doi":"https://doi.org/10.1109/dicta.2018.8615779","mag":"2910306280"},"language":"en","primary_location":{"id":"doi:10.1109/dicta.2018.8615779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10072/386517","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026496559","display_name":"Gilbert Eaton","orcid":null},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Gilbert Eaton","raw_affiliation_strings":["Griffith School of Engineering, Griffith University, Nathan Brisbane, Queensland"],"affiliations":[{"raw_affiliation_string":"Griffith School of Engineering, Griffith University, Nathan Brisbane, Queensland","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073837349","display_name":"Andrew Busch","orcid":"https://orcid.org/0000-0002-9461-9722"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew Busch","raw_affiliation_strings":["Griffith School of Engineering, Griffith University, Nathan Brisbane, Queensland"],"affiliations":[{"raw_affiliation_string":"Griffith School of Engineering, Griffith University, Nathan Brisbane, Queensland","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023442785","display_name":"Rudi Bartels","orcid":null},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rudi Bartels","raw_affiliation_strings":["Griffith School of Engineering, Griffith University, Nathan Brisbane, Queensland"],"affiliations":[{"raw_affiliation_string":"Griffith School of Engineering, Griffith University, Nathan Brisbane, Queensland","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071549690","display_name":"Yongsheng Gao","orcid":"https://orcid.org/0000-0002-5382-5351"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yongsheng Gao","raw_affiliation_strings":["Griffith School of Engineering, Griffith University, Nathan Brisbane, Queensland"],"affiliations":[{"raw_affiliation_string":"Griffith School of Engineering, Griffith University, Nathan Brisbane, Queensland","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026496559"],"corresponding_institution_ids":["https://openalex.org/I11701301"],"apc_list":null,"apc_paid":null,"fwci":0.66,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81409256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"15","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9936000108718872,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9824000000953674,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ripeness","display_name":"Ripeness","score":0.8918347358703613},{"id":"https://openalex.org/keywords/production-line","display_name":"Production line","score":0.5974895358085632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5682414770126343},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.5073792338371277},{"id":"https://openalex.org/keywords/product-line","display_name":"Product line","score":0.49161821603775024},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.43333807587623596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4002815783023834},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.346858412027359},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33945438265800476},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13260436058044434},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.10184109210968018},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.06839951872825623}],"concepts":[{"id":"https://openalex.org/C2780393073","wikidata":"https://www.wikidata.org/wiki/Q7335586","display_name":"Ripeness","level":3,"score":0.8918347358703613},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.5974895358085632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5682414770126343},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.5073792338371277},{"id":"https://openalex.org/C2988046880","wikidata":"https://www.wikidata.org/wiki/Q3084961","display_name":"Product line","level":2,"score":0.49161821603775024},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.43333807587623596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4002815783023834},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.346858412027359},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33945438265800476},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13260436058044434},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.10184109210968018},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.06839951872825623},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","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},{"id":"https://openalex.org/C172353545","wikidata":"https://www.wikidata.org/wiki/Q2121926","display_name":"Ripening","level":2,"score":0.0},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dicta.2018.8615779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/386517","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/386517","pdf_url":"http://hdl.handle.net/10072/386517","source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/386517","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/386517","pdf_url":"http://hdl.handle.net/10072/386517","source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2910306280.pdf","grobid_xml":"https://content.openalex.org/works/W2910306280.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1539614495","https://openalex.org/W1549972466","https://openalex.org/W1603134628","https://openalex.org/W1932847118","https://openalex.org/W1971365953","https://openalex.org/W1972703100","https://openalex.org/W1978473452","https://openalex.org/W1996832917","https://openalex.org/W2024442385","https://openalex.org/W2029750610","https://openalex.org/W2034624309","https://openalex.org/W2046226699","https://openalex.org/W2050797020","https://openalex.org/W2055702453","https://openalex.org/W2061855980","https://openalex.org/W2064245748","https://openalex.org/W2064808659","https://openalex.org/W2069516115","https://openalex.org/W2084641046","https://openalex.org/W2091443795","https://openalex.org/W2098976163","https://openalex.org/W2115334369","https://openalex.org/W2129152340","https://openalex.org/W2135157234","https://openalex.org/W2168873314","https://openalex.org/W2183520880","https://openalex.org/W2308949945","https://openalex.org/W2501700740","https://openalex.org/W2587703207","https://openalex.org/W2611240382","https://openalex.org/W2777000175","https://openalex.org/W6636024075","https://openalex.org/W6649622172","https://openalex.org/W6661861615"],"related_works":["https://openalex.org/W2395543297","https://openalex.org/W2163911526","https://openalex.org/W2320112513","https://openalex.org/W2012057384","https://openalex.org/W2189509717","https://openalex.org/W3162834845","https://openalex.org/W2729298216","https://openalex.org/W4210897843","https://openalex.org/W2390407829","https://openalex.org/W2394284884"],"abstract_inverted_index":{"A":[0],"novel":[1],"system":[2,24],"has":[3,112],"been":[4,106],"designed":[5],"where":[6],"colour":[7,49],"analysis":[8],"algorithms":[9,78],"facilitate":[10],"grading":[11],"ripeness":[12],"of":[13,30,57,100,124],"packed":[14],"strawberries":[15],"on":[16,64],"a":[17],"fast-paced":[18],"production":[19],"line.":[20],"The":[21,68,77],"Strawberry":[22],"quality":[23,123],"acquires":[25],"images":[26,35],"at":[27],"the":[28,34,37,82,96,109,122,125],"rate":[29],"2punnets/s,":[31],"and":[32,42,47,59,75,89,111,131],"feeds":[33],"to":[36,120,129],"two":[38],"algorithms.":[39],"Using":[40],"CIELAB":[41],"HSV":[43],"colourspaces,":[44],"both":[45],"underripe":[46],"overripe":[48],"features":[50],"are":[51],"analysed":[52],"resulting":[53],"in":[54,116],"F1":[55],"scores":[56],"94.7%":[58],"90.6%":[60],"respectively,":[61],"when":[62],"measured":[63],"multiple":[65],"defect":[66,70],"samples.":[67],"single":[69],"class":[71],"results":[72],"scored":[73],"80.1%":[74],"77.1%.":[76],"total":[79,117],"time":[80,98],"for":[81],"current":[83],"hardware":[84],"configuration":[85],"is":[86,93],"121ms":[87],"maximum":[88],"80ms":[90],"average,":[91],"which":[92],"well":[94],"below":[95],"required":[97],"window":[99],"500ms.":[101],"105,":[102],"542":[103],"punnets":[104],"have":[105],"assessed":[107],"by":[108],"algorithm":[110],"rejected":[113],"4,":[114],"952":[115],"(4.9%),":[118],"helping":[119],"ensure":[121],"product":[126],"being":[127],"shipped":[128],"customers":[130],"avoiding":[132],"costly":[133],"returns.":[134]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}