{"id":"https://openalex.org/W4312273439","doi":"https://doi.org/10.2352/ei.2022.34.8.image-301","title":"Towards the creation of a nutrition and food group based image database","display_name":"Towards the creation of a nutrition and food group based image database","publication_year":2022,"publication_date":"2022-01-16","ids":{"openalex":"https://openalex.org/W4312273439","doi":"https://doi.org/10.2352/ei.2022.34.8.image-301"},"language":"en","primary_location":{"id":"doi:10.2352/ei.2022.34.8.image-301","is_oa":true,"landing_page_url":"https://doi.org/10.2352/ei.2022.34.8.image-301","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/34/8/IMAGE-301","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/34/8/IMAGE-301","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026784388","display_name":"Zeman Shao","orcid":"https://orcid.org/0000-0001-8088-7497"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zeman Shao","raw_affiliation_strings":["Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, USA"],"affiliations":[{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063620170","display_name":"Jiangpeng He","orcid":"https://orcid.org/0000-0002-8552-9880"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiangpeng He","raw_affiliation_strings":["Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, USA"],"affiliations":[{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014835512","display_name":"Ya-Yuan Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ya-Yuan Yu","raw_affiliation_strings":["Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, USA"],"affiliations":[{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Luotao Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luotao Lin","raw_affiliation_strings":["Department of Nutrition Science, Purdue University, West Lafayette, Indiana, USA"],"affiliations":[{"raw_affiliation_string":"Department of Nutrition Science, Purdue University, West Lafayette, Indiana, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003124748","display_name":"Alexandra Cowan","orcid":"https://orcid.org/0000-0003-2544-2676"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandra E. Cowan","raw_affiliation_strings":["Department of Nutrition Science, Purdue University, West Lafayette, Indiana, USA"],"affiliations":[{"raw_affiliation_string":"Department of Nutrition Science, Purdue University, West Lafayette, Indiana, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016803484","display_name":"Heather A. Eicher\u2010Miller","orcid":"https://orcid.org/0000-0002-1261-4291"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heather A. Eicher-Miller","raw_affiliation_strings":["Department of Nutrition Science, Purdue University, West Lafayette, Indiana, USA"],"affiliations":[{"raw_affiliation_string":"Department of Nutrition Science, Purdue University, West Lafayette, Indiana, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001380619","display_name":"Fengqing Zhu","orcid":"https://orcid.org/0000-0002-3863-3220"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fengqing Zhu","raw_affiliation_strings":["Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, USA"],"affiliations":[{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5026784388"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":1.1969,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79432247,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"34","issue":"8","first_page":"301","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11925","display_name":"Culinary Culture and Tourism","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/food-group","display_name":"Food group","score":0.6348887085914612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6018764972686768},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5463542938232422},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5271743535995483},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.48008137941360474},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4471905827522278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3187626004219055},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.20736217498779297},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20540469884872437}],"concepts":[{"id":"https://openalex.org/C129230472","wikidata":"https://www.wikidata.org/wiki/Q767036","display_name":"Food group","level":2,"score":0.6348887085914612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6018764972686768},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5463542938232422},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5271743535995483},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.48008137941360474},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4471905827522278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3187626004219055},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.20736217498779297},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20540469884872437},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2352/ei.2022.34.8.image-301","is_oa":true,"landing_page_url":"https://doi.org/10.2352/ei.2022.34.8.image-301","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/34/8/IMAGE-301","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2352/ei.2022.34.8.image-301","is_oa":true,"landing_page_url":"https://doi.org/10.2352/ei.2022.34.8.image-301","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/34/8/IMAGE-301","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312273439.pdf","grobid_xml":"https://content.openalex.org/works/W4312273439.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W12634471","https://openalex.org/W1030521295","https://openalex.org/W1243714721","https://openalex.org/W1964856489","https://openalex.org/W2046478711","https://openalex.org/W2058348111","https://openalex.org/W2091013587","https://openalex.org/W2100124084","https://openalex.org/W2109257383","https://openalex.org/W2110764733","https://openalex.org/W2206370378","https://openalex.org/W2296448531","https://openalex.org/W2526198870","https://openalex.org/W2560804113","https://openalex.org/W2737041163","https://openalex.org/W2765652171","https://openalex.org/W2789730782","https://openalex.org/W2892840297","https://openalex.org/W2960416371","https://openalex.org/W2962691457","https://openalex.org/W3008111676","https://openalex.org/W3080950656","https://openalex.org/W3170706004","https://openalex.org/W3182381947","https://openalex.org/W3205553363","https://openalex.org/W4287024948","https://openalex.org/W4287556768","https://openalex.org/W4291017188","https://openalex.org/W4297749829"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W1969219540","https://openalex.org/W2143413548","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"Food":[0,165],"classification":[1,42,71,83],"is":[2,193],"critical":[3],"to":[4,36,43,118,137,140,173,195,233],"the":[5,38,59,64,69,85,141,159,210,224,237],"analysis":[6,88],"of":[7,40,63,144,162,187],"nutrients":[8],"comprising":[9],"foods":[10],"reported":[11],"in":[12,16,158,218,223],"dietary":[13,45],"assessment.":[14],"Advances":[15],"mobile":[17],"and":[18,52,61,84,93,122,132,166,178,199],"wearable":[19],"sensors,":[20],"combined":[21],"with":[22,107,227],"new":[23],"image":[24,75,126,176,203],"based":[25,30,98,125,155,202],"methods,":[26],"particularly":[27],"deep":[28],"learning":[29],"approaches,":[31],"have":[32],"shown":[33],"great":[34],"promise":[35],"improve":[37],"accuracy":[39],"food":[41,70,74,82,96,123,134,153,156,175,200,207,221,230],"assess":[44],"intake.":[46],"However,":[47],"these":[48],"approaches":[49],"are":[50,55,77,101],"data-hungry":[51],"their":[53],"performances":[54],"heavily":[56],"reliant":[57],"on":[58],"quantity":[60],"quality":[62],"available":[65],"datasets":[66,76],"for":[67,80,151,169,184],"training":[68],"model.":[72],"Existing":[73],"not":[78],"suitable":[79],"fine-grained":[81,92],"following":[86],"nutrition":[87,121,198],"as":[89],"they":[90],"lack":[91],"transparently":[94],"derived":[95],"group":[97,124,154,201],"identification":[99],"which":[100],"often":[102],"provided":[103],"by":[104],"trained":[105],"dietitians":[106],"expert":[108],"domain":[109],"knowledge.":[110],"In":[111],"this":[112,188],"paper,":[113],"we":[114],"propose":[115],"a":[116,120,149,174,180,197,234],"framework":[117],"create":[119],"database":[127,204],"that":[128],"contains":[129],"both":[130],"visual":[131],"hierarchical":[133],"categorization":[135],"information":[136],"enhance":[138],"links":[139],"nutrient":[142,235,240],"profile":[143],"each":[145],"food.":[146],"We":[147,216],"design":[148],"protocol":[150],"linking":[152],"codes":[157],"U.S.":[160],"Department":[161],"Agriculture&#x2019;s":[163],"(USDA)":[164],"Nutrient":[167],"Database":[168],"Dietary":[170],"Studies":[171],"(FNDDS)":[172],"dataset,":[177],"implement":[179],"web-based":[181],"annotation":[182],"tool":[183],"efficient":[185],"deployment":[186],"protocol.":[189],"Our":[190],"proposed":[191],"method":[192],"used":[194],"build":[196],"including":[205],"16,114":[206],"images":[208],"representing":[209],"74":[211],"most":[212],"frequently":[213],"consumed":[214],"What":[215],"Eat":[217],"America":[219],"(WWEIA)":[220],"sub-categories":[222],"United":[225],"States":[226],"1,865":[228],"USDA":[229,238],"code":[231],"matched":[232],"database,":[236],"FNDDS":[239],"database.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
