{"id":"https://openalex.org/W4390493683","doi":"https://doi.org/10.1109/icce-berlin58801.2023.10375660","title":"Food Recognition with Visual Transformers","display_name":"Food Recognition with Visual Transformers","publication_year":2023,"publication_date":"2023-09-03","ids":{"openalex":"https://openalex.org/W4390493683","doi":"https://doi.org/10.1109/icce-berlin58801.2023.10375660"},"language":"en","primary_location":{"id":"doi:10.1109/icce-berlin58801.2023.10375660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-berlin58801.2023.10375660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)","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/A5013570285","display_name":"Simone Bianco","orcid":"https://orcid.org/0000-0002-7070-1545"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Bianco","raw_affiliation_strings":["University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005266091","display_name":"Marco Buzzelli","orcid":"https://orcid.org/0000-0003-1138-3345"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Buzzelli","raw_affiliation_strings":["University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093634809","display_name":"Gaetano Chiriaco","orcid":"https://orcid.org/0009-0004-8580-8806"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gaetano Chiriaco","raw_affiliation_strings":["University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053344554","display_name":"Paolo Napoletano","orcid":"https://orcid.org/0000-0001-9112-0574"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Napoletano","raw_affiliation_strings":["University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066752349","display_name":"Flavio Piccoli","orcid":"https://orcid.org/0000-0001-7432-4284"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Flavio Piccoli","raw_affiliation_strings":["University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milano,Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013570285"],"corresponding_institution_ids":["https://openalex.org/I66752286"],"apc_list":null,"apc_paid":null,"fwci":0.7875,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69132916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"82","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.967199981212616,"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"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.967199981212616,"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/T10866","display_name":"Nutritional Studies and Diet","score":0.9650999903678894,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.737718403339386},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7265728712081909},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6886735558509827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6040161848068237},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5407784581184387},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4798826277256012},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3353177011013031},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1675412356853485}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.737718403339386},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7265728712081909},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6886735558509827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6040161848068237},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5407784581184387},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4798826277256012},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3353177011013031},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1675412356853485},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icce-berlin58801.2023.10375660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-berlin58801.2023.10375660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)","raw_type":"proceedings-article"},{"id":"pmh:oai:boa.unimib.it:10281/456872","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/10375660","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W12634471","https://openalex.org/W2133059825","https://openalex.org/W2896457183","https://openalex.org/W2908510526","https://openalex.org/W2937971823","https://openalex.org/W2972610293","https://openalex.org/W2974140502","https://openalex.org/W2980441700","https://openalex.org/W2992308087","https://openalex.org/W3021798166","https://openalex.org/W3094502228","https://openalex.org/W3138516171","https://openalex.org/W3161120562","https://openalex.org/W3176196997","https://openalex.org/W3204164233","https://openalex.org/W4213000285","https://openalex.org/W4287022992","https://openalex.org/W4287116734","https://openalex.org/W4287203292","https://openalex.org/W4287646898","https://openalex.org/W4307823382","https://openalex.org/W4312453657","https://openalex.org/W4312732750","https://openalex.org/W4319996536","https://openalex.org/W4378619666","https://openalex.org/W6755207826","https://openalex.org/W6757817989","https://openalex.org/W6776765601","https://openalex.org/W6783600611","https://openalex.org/W6784333009","https://openalex.org/W6788135285","https://openalex.org/W6794559225","https://openalex.org/W6798160016","https://openalex.org/W6800217721"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W1986582023","https://openalex.org/W2883749686","https://openalex.org/W2966829450","https://openalex.org/W4315864862"],"abstract_inverted_index":{"Food":[0],"recognition":[1,123],"is":[2],"a":[3,36,63,109],"major":[4],"challenge":[5],"in":[6,147,156],"the":[7,18,31,46,74,97,126,142,151],"field":[8],"of":[9,23,33,38,48,66,76,99,144],"computer":[10],"vision,":[11],"requiring":[12],"models":[13,39],"that":[14,101,114,129],"can":[15,117],"effectively":[16],"handle":[17],"wide":[19],"variability":[20],"and":[21,55,86,137],"complexity":[22],"food":[24,49,67,122,148],"images.":[25],"In":[26,88],"this":[27,157],"paper,":[28],"we":[29,90],"explore":[30],"use":[32,91],"vision":[34,58,77,102,115,145],"transformers,":[35],"category":[37],"based":[40],"on":[41,53,61,84,121,131],"self-attention":[42],"mechanisms,":[43],"to":[44,95],"address":[45],"task":[47],"recognition.":[50],"We":[51,72],"focus":[52],"training":[54],"fine-tuning":[56],"different":[57],"transformer":[59],"architectures":[60],"Food2K,":[62],"large-scale":[64],"dataset":[65],"images":[68],"with":[69,79,125],"2,000":[70],"categories.":[71],"compare":[73],"performance":[75],"transformers":[78,103,116,146],"convolutional":[80],"neural":[81],"networks":[82],"(CNNs)":[83],"Food2K":[85,132],"Food101.":[87],"addition,":[89],"state-of-the-art":[92],"explainability":[93],"techniques":[94],"highlight":[96],"regions":[98],"interest":[100],"take":[104],"into":[105],"account":[106],"when":[107],"performing":[108],"prediction.":[110],"Our":[111],"results":[112,120],"show":[113],"achieve":[118],"competitive":[119],"tasks,":[124],"added":[127],"benefit":[128],"pre-training":[130],"improve":[133],"their":[134],"generalization":[135],"capabilities":[136],"interpretability.":[138],"This":[139],"study":[140],"highlights":[141],"potential":[143],"computing,":[149],"paving":[150],"way":[152],"for":[153],"future":[154],"research":[155],"field.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
