{"id":"https://openalex.org/W2481356228","doi":"https://doi.org/10.1109/i2mtc.2016.7520547","title":"Food calorie measurement using deep learning neural network","display_name":"Food calorie measurement using deep learning neural network","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2481356228","doi":"https://doi.org/10.1109/i2mtc.2016.7520547","mag":"2481356228"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc.2016.7520547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2016.7520547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Instrumentation and Measurement Technology Conference Proceedings","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/A5020735776","display_name":"Parisa Pouladzadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Parisa Pouladzadeh","raw_affiliation_strings":["Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055793106","display_name":"Pallavi Kuhad","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Pallavi Kuhad","raw_affiliation_strings":["Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002167719","display_name":"Sri Vijay Bharat Peddi","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sri Vijay Bharat Peddi","raw_affiliation_strings":["Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083580867","display_name":"Abdulsalam Yassine","orcid":"https://orcid.org/0000-0003-3539-0945"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abdulsalam Yassine","raw_affiliation_strings":["Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044422170","display_name":"Shervin Shirmohammadi","orcid":"https://orcid.org/0000-0002-3973-4445"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I13419840","display_name":"Istanbul \u015eehir University","ror":"https://ror.org/020ddy191","country_code":"TR","type":"education","lineage":["https://openalex.org/I13419840"]}],"countries":["CA","TR"],"is_corresponding":false,"raw_author_name":"Shervin Shirmohammadi","raw_affiliation_strings":["Colleges of Engineering and Natural Sciences, Istanbul Sehir University, Turkey","Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colleges of Engineering and Natural Sciences, Istanbul Sehir University, Turkey","institution_ids":["https://openalex.org/I13419840"]},{"raw_affiliation_string":"Distributed and Collaborative Virtual Environments Research (DISCOVER) Lab, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5020735776"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":10.4858,"has_fulltext":false,"cited_by_count":133,"citation_normalized_percentile":{"value":0.98499297,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9958000183105469,"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":0.9958000183105469,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9480000138282776,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.907800018787384,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7069140672683716},{"id":"https://openalex.org/keywords/food-energy","display_name":"Food energy","score":0.6758452653884888},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6624062657356262},{"id":"https://openalex.org/keywords/calorie","display_name":"Calorie","score":0.6504802703857422},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6209985613822937},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6134694814682007},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5943464040756226},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5483728647232056},{"id":"https://openalex.org/keywords/food-intake","display_name":"Food intake","score":0.45096567273139954},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43428346514701843},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2044558823108673},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14758408069610596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7069140672683716},{"id":"https://openalex.org/C116019233","wikidata":"https://www.wikidata.org/wiki/Q186205","display_name":"Food energy","level":2,"score":0.6758452653884888},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6624062657356262},{"id":"https://openalex.org/C40438245","wikidata":"https://www.wikidata.org/wiki/Q130964","display_name":"Calorie","level":2,"score":0.6504802703857422},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6209985613822937},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6134694814682007},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5943464040756226},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5483728647232056},{"id":"https://openalex.org/C3018685816","wikidata":"https://www.wikidata.org/wiki/Q213449","display_name":"Food intake","level":2,"score":0.45096567273139954},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43428346514701843},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2044558823108673},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14758408069610596},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/i2mtc.2016.7520547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2016.7520547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Instrumentation and Measurement Technology Conference Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:earsiv.sehir.edu.tr:11498/32389","is_oa":false,"landing_page_url":"http://hdl.handle.net/11498/32389","pdf_url":null,"source":{"id":"https://openalex.org/S4306401684","display_name":"Istanbul \u015eehir University Institutional Repository (Istanbul \u015eehir University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13419840","host_organization_name":"Istanbul \u015eehir University","host_organization_lineage":["https://openalex.org/I13419840"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1504405788","https://openalex.org/W1599008234","https://openalex.org/W1918915976","https://openalex.org/W1982918230","https://openalex.org/W1983187410","https://openalex.org/W1989235104","https://openalex.org/W1990411798","https://openalex.org/W2003360478","https://openalex.org/W2027517330","https://openalex.org/W2043458078","https://openalex.org/W2054939515","https://openalex.org/W2058348111","https://openalex.org/W2077728991","https://openalex.org/W2087082746","https://openalex.org/W2112796928","https://openalex.org/W2113137767","https://openalex.org/W2119300483","https://openalex.org/W2123818955","https://openalex.org/W2133926764","https://openalex.org/W2158520883","https://openalex.org/W2163605009","https://openalex.org/W2167104246","https://openalex.org/W2168140910","https://openalex.org/W2170591127","https://openalex.org/W2342959441","https://openalex.org/W2504108613","https://openalex.org/W2950015585","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3030114418","https://openalex.org/W3039294188","https://openalex.org/W4376508560","https://openalex.org/W2811122680","https://openalex.org/W2135598475","https://openalex.org/W2021542160"],"abstract_inverted_index":{"Accurate":[0],"methods":[1],"to":[2,55,78,95,109],"measure":[3,25,86],"food":[4,27,84,98,113,128,132],"and":[5,19,29,41,58,85,138],"energy":[6],"intake":[7,28,91],"are":[8,33,144],"crucial":[9],"for":[10,115,127],"the":[11,34,76,83,87,97,101,122,141],"battle":[12],"against":[13,64],"obesity.":[14],"Providing":[15],"users/patients":[16],"with":[17],"convenient":[18],"intelligent":[20],"solutions":[21],"that":[22,121],"help":[23,56],"them":[24],"their":[26,62],"collect":[30],"dietary":[31],"information":[32],"most":[35],"valuable":[36],"insights":[37],"toward":[38],"long-term":[39],"prevention":[40],"successful":[42],"treatment":[43],"programs.":[44],"In":[45,93],"this":[46,148],"paper,":[47],"we":[48,103],"propose":[49],"an":[50],"assistive":[51],"calorie":[52,90],"measurement":[53],"system":[54,70,116,143],"patients":[57],"doctors":[59],"succeed":[60],"in":[61,100,147],"fight":[63],"diet-related":[65],"health":[66],"conditions.":[67],"Our":[68,118],"proposed":[69,142],"runs":[71],"on":[72],"smartphones,":[73],"which":[74],"allow":[75],"user":[77],"take":[79],"a":[80],"picture":[81],"of":[82,89,124,130,140],"amount":[88],"automatically.":[92],"order":[94],"identify":[96],"accurately":[99],"system,":[102],"use":[104],"deep":[105],"convolutional":[106],"neural":[107],"networks":[108],"classify":[110],"10000":[111],"high-resolution":[112],"images":[114],"training.":[117],"results":[119],"show":[120],"accuracy":[123],"our":[125],"method":[126],"recognition":[129],"single":[131],"portions":[133],"is":[134],"99%.":[135],"The":[136],"analysis":[137],"implementation":[139],"also":[145],"described":[146],"paper.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}