{"id":"https://openalex.org/W4387961625","doi":"https://doi.org/10.1145/3607828.3617789","title":"Estimating Amount of Food in a Circular Dining Bowl from a Single Image","display_name":"Estimating Amount of Food in a Circular Dining Bowl from a Single Image","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387961625","doi":"https://doi.org/10.1145/3607828.3617789","pmid":"https://pubmed.ncbi.nlm.nih.gov/38288389"},"language":"en","primary_location":{"id":"doi:10.1145/3607828.3617789","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3607828.3617789","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607828.3617789","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3607828.3617789","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019369617","display_name":"Wenyan Jia","orcid":"https://orcid.org/0009-0009-2260-0975"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wenyan Jia","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017089431","display_name":"Boyang Li","orcid":"https://orcid.org/0000-0002-0742-301X"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Boyang Li","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072873255","display_name":"Yaguang Zheng","orcid":"https://orcid.org/0000-0002-8400-1398"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yaguang Zheng","raw_affiliation_strings":["New York University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"New York University, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010117375","display_name":"Zhi\u2010Hong Mao","orcid":"https://orcid.org/0000-0002-3025-463X"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhi-Hong Mao","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103248296","display_name":"Mingui Sun","orcid":"https://orcid.org/0000-0001-7948-9205"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingui Sun","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019369617"],"corresponding_institution_ids":["https://openalex.org/I170201317"],"apc_list":null,"apc_paid":null,"fwci":0.8695,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75994072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.998199999332428,"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":0.998199999332428,"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/T12267","display_name":"Diet and metabolism studies","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T11925","display_name":"Culinary Culture and Tourism","score":0.9325000047683716,"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/calorie","display_name":"Calorie","score":0.5712553858757019},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5693410634994507},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.5235604643821716},{"id":"https://openalex.org/keywords/meal","display_name":"Meal","score":0.48592105507850647},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47090721130371094},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.46684038639068604},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4455288350582123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39591124653816223},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37986284494400024},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3665230870246887},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.28411024808883667},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21354222297668457},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20147624611854553},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15232336521148682},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10614979267120361},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09805759787559509}],"concepts":[{"id":"https://openalex.org/C40438245","wikidata":"https://www.wikidata.org/wiki/Q130964","display_name":"Calorie","level":2,"score":0.5712553858757019},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5693410634994507},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.5235604643821716},{"id":"https://openalex.org/C2778345441","wikidata":"https://www.wikidata.org/wiki/Q6460735","display_name":"Meal","level":2,"score":0.48592105507850647},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47090721130371094},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.46684038639068604},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4455288350582123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39591124653816223},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37986284494400024},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3665230870246887},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.28411024808883667},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21354222297668457},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20147624611854553},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15232336521148682},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10614979267120361},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09805759787559509},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","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":3,"locations":[{"id":"doi:10.1145/3607828.3617789","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3607828.3617789","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607828.3617789","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management","raw_type":"proceedings-article"},{"id":"pmid:38288389","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38288389","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MADiMa '23 : proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10823382","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10823382","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10823382/pdf/nihms-1935941.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Madima 23 (2023)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1145/3607828.3617789","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3607828.3617789","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607828.3617789","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G1128133788","display_name":null,"funder_award_id":"Gates","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G3150728748","display_name":null,"funder_award_id":"R01DK127310,R56DK113819","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4180995733","display_name":null,"funder_award_id":"OPP11","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G4591391719","display_name":null,"funder_award_id":"R01 DK127310","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7882082458","display_name":null,"funder_award_id":"OPP1171395","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G8028454829","display_name":"Johns Hopkins University - to establish the Bill & Melinda Gates Institute for Population and Reproductive Health to strengthen leadership and institutions in the developing ...","funder_award_id":"OPP117","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G8369140447","display_name":null,"funder_award_id":"R56 DK113819","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306137","display_name":"Bill and Melinda Gates Foundation","ror":"https://ror.org/0456r8d26"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387961625.pdf","grobid_xml":"https://content.openalex.org/works/W4387961625.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1617145133","https://openalex.org/W1994904805","https://openalex.org/W2028292653","https://openalex.org/W2030575107","https://openalex.org/W2049552648","https://openalex.org/W2067229293","https://openalex.org/W2071467620","https://openalex.org/W2084367576","https://openalex.org/W2116790911","https://openalex.org/W2117711626","https://openalex.org/W2135205315","https://openalex.org/W2152945331","https://openalex.org/W2164228912","https://openalex.org/W2560828904","https://openalex.org/W2841955666","https://openalex.org/W2887603439","https://openalex.org/W2897199798","https://openalex.org/W2905115637","https://openalex.org/W2970577806","https://openalex.org/W3004923419","https://openalex.org/W3023585707","https://openalex.org/W3026315368","https://openalex.org/W3035414481","https://openalex.org/W3038013995","https://openalex.org/W3048968681","https://openalex.org/W3091952792","https://openalex.org/W3138317816","https://openalex.org/W3143437408","https://openalex.org/W3173282609","https://openalex.org/W4210263930","https://openalex.org/W4213186241","https://openalex.org/W4248925582","https://openalex.org/W4281553440","https://openalex.org/W4312205528","https://openalex.org/W4379467021","https://openalex.org/W6722900118"],"related_works":["https://openalex.org/W2062144625","https://openalex.org/W154145879","https://openalex.org/W2139483135","https://openalex.org/W3123011103","https://openalex.org/W3162140234","https://openalex.org/W4281760722","https://openalex.org/W1909816802","https://openalex.org/W4213306553","https://openalex.org/W4385455663","https://openalex.org/W4312104492"],"abstract_inverted_index":{"Unhealthy":[0],"diet":[1],"is":[2,101,106,110,126,130,226,233,239],"a":[3,40,43,50,113,124,185,190,201],"top":[4],"risk":[5],"factor":[6],"causing":[7],"obesity":[8],"and":[9,60,78,137,172,182,214,273],"numerous":[10],"chronic":[11],"diseases.":[12],"To":[13],"help":[14],"the":[15,63,90,99,117,134,138,141,149,154,167,198,205,219,231,246,251],"public":[16],"adopt":[17],"healthy":[18],"diet,":[19],"nutrition":[20],"scientists":[21],"need":[22],"user-friendly":[23],"tools":[24,35],"to":[25,57,179,217,227],"conduct":[26],"Dietary":[27],"Assessment":[28],"(DA).":[29],"In":[30,82,174,208],"recent":[31],"years,":[32],"new":[33],"DA":[34,206,268],"have":[36,258],"been":[37,70],"developed":[38],"using":[39,184,270],"smartphone":[41],"or":[42,108,243],"wearable":[44],"device":[45],"which":[46,265],"acquires":[47],"images":[48,53,74],"during":[49],"meal.":[51],"These":[52],"are":[54,153],"then":[55],"processed":[56],"estimate":[58,228],"calories":[59],"nutrients":[61],"of":[62,140,161,166,200,253,262],"consumed":[64],"food.":[65],"Although":[66],"considerable":[67],"progress":[68],"has":[69],"made,":[71],"2D":[72],"food":[73,84,100,104,129,157,238],"lack":[75],"scale":[76,202],"reference":[77,203],"3D":[79],"volumetric":[80],"information.":[81],"addition,":[83,209],"must":[85],"be":[86,96,120,145],"sufficiently":[87],"observable":[88],"from":[89,148],"image.":[91,150],"This":[92,194,248],"basic":[93],"condition":[94,118],"can":[95],"met":[97,121],"when":[98,123],"stand-alone":[102],"(no":[103],"container":[105],"used)":[107],"it":[109],"contained":[111],"in":[112,163,170,221,245],"shallow":[114],"plate.":[115],"However,":[116,151],"cannot":[119],"easily":[122],"bowl":[125,135,142,220,232],"used.":[127],"The":[128,255],"often":[131],"occluded":[132],"by":[133,159],"edge,":[136],"shape":[139],"may":[143],"not":[144],"fully":[146],"determined":[147],"bowls":[152,183,274],"most":[155],"utilized":[156],"containers":[158],"billions":[160],"people":[162],"many":[164],"parts":[165],"world,":[168],"especially":[169],"Asia":[171],"Africa.":[173],"this":[175],"work,":[176],"we":[177,210],"propose":[178],"premeasure":[180],"plates":[181,272],"marked":[186],"adhesive":[187],"strip":[188],"before":[189],"dietary":[191],"study":[192],"starts.":[193],"simple":[195],"procedure":[196],"eliminates":[197],"use":[199,211],"throughout":[204],"study.":[207],"mathematical":[212],"models":[213],"image":[215],"processing":[216],"reconstruct":[218],"3D.":[222],"Our":[223],"key":[224],"idea":[225,249],"how":[229,236],"full":[230],"rather":[234],"than":[235],"much":[237],"(in":[240],"either":[241],"volume":[242],"weight)":[244],"bowl.":[247],"reduces":[250],"effect":[252],"occlusion.":[254],"experimental":[256],"data":[257],"shown":[259],"satisfactory":[260],"results":[261],"our":[263],"methods":[264],"enable":[266],"accurate":[267],"studies":[269],"both":[271],"with":[275],"reduced":[276],"burden":[277],"on":[278],"research":[279],"participants.":[280]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}