{"id":"https://openalex.org/W2585425668","doi":"https://doi.org/10.1109/tsc.2017.2662008","title":"A New Deep Learning-Based Food Recognition System for Dietary Assessment on An Edge Computing Service Infrastructure","display_name":"A New Deep Learning-Based Food Recognition System for Dietary Assessment on An Edge Computing Service Infrastructure","publication_year":2017,"publication_date":"2017-01-31","ids":{"openalex":"https://openalex.org/W2585425668","doi":"https://doi.org/10.1109/tsc.2017.2662008","mag":"2585425668"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2017.2662008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2017.2662008","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-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/A5100353304","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0002-8041-2245"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chang Liu","raw_affiliation_strings":["University of Massachusetts, Lowell, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Lowell, MA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100780032","display_name":"Yu Cao","orcid":"https://orcid.org/0000-0001-8624-1099"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Cao","raw_affiliation_strings":["University of Massachusetts, Lowell, MA"],"raw_orcid":"https://orcid.org/0000-0001-8624-1099","affiliations":[{"raw_affiliation_string":"University of Massachusetts, Lowell, MA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003621523","display_name":"Yan Luo","orcid":"https://orcid.org/0000-0002-5301-5092"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Luo","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Massachusetts, Lowell, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts, Lowell, MA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040662271","display_name":"Guanling Chen","orcid":"https://orcid.org/0000-0003-4796-3931"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guanling Chen","raw_affiliation_strings":["University of Massachusetts, Lowell, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Lowell, MA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051967314","display_name":"Vinod M. Vokkarane","orcid":"https://orcid.org/0000-0001-9205-2120"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vinod Vokkarane","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Massachusetts, Lowell, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts, Lowell, MA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018762211","display_name":"Yunsheng Ma","orcid":"https://orcid.org/0000-0003-2317-3716"},"institutions":[{"id":"https://openalex.org/I166722992","display_name":"University of Massachusetts Chan Medical School","ror":"https://ror.org/0464eyp60","country_code":"US","type":"education","lineage":["https://openalex.org/I166722992"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ma Yunsheng","raw_affiliation_strings":["Department of Medicine, University of Massachusetts Medical School, Worcester, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Massachusetts Medical School, Worcester, MA","institution_ids":["https://openalex.org/I166722992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065505890","display_name":"Songqing Chen","orcid":"https://orcid.org/0000-0003-4650-7125"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Songqing Chen","raw_affiliation_strings":["Department of Computer Science, George Mason University, Fairfax, VA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, George Mason University, Fairfax, VA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025853900","display_name":"Peng Hou","orcid":"https://orcid.org/0000-0001-5101-1496"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peng Hou","raw_affiliation_strings":["University of Massachusetts, Lowell, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Lowell, MA","institution_ids":["https://openalex.org/I133738476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":28.3056,"has_fulltext":false,"cited_by_count":334,"citation_normalized_percentile":{"value":0.99733469,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":"2","first_page":"249","last_page":"261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9948999881744385,"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":0.9948999881744385,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9746999740600586,"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":0.8481628894805908},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7062028646469116},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.54891437292099},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5410415530204773},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5187168717384338},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4713537096977234},{"id":"https://openalex.org/keywords/mobile-cloud-computing","display_name":"Mobile cloud computing","score":0.46639057993888855},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.464277446269989},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.437729150056839},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3591589033603668},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3334396481513977},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3253151774406433},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32524675130844116},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13469627499580383}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8481628894805908},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7062028646469116},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.54891437292099},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5410415530204773},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5187168717384338},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4713537096977234},{"id":"https://openalex.org/C2779191767","wikidata":"https://www.wikidata.org/wiki/Q6887075","display_name":"Mobile cloud computing","level":3,"score":0.46639057993888855},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.464277446269989},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.437729150056839},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3591589033603668},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3334396481513977},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3253151774406433},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32524675130844116},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13469627499580383},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsc.2017.2662008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2017.2662008","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"},{"id":"pmh:oai:escholarship.umassmed.edu:faculty_pubs-2779","is_oa":false,"landing_page_url":"https://escholarship.umassmed.edu/faculty_pubs/1776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"University of Massachusetts Medical School Faculty Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W12634471","https://openalex.org/W1481059522","https://openalex.org/W1554825621","https://openalex.org/W1686810756","https://openalex.org/W1849277567","https://openalex.org/W1861492603","https://openalex.org/W1932847118","https://openalex.org/W1966584624","https://openalex.org/W1975544514","https://openalex.org/W1982635469","https://openalex.org/W2013887178","https://openalex.org/W2024433326","https://openalex.org/W2028888808","https://openalex.org/W2045371716","https://openalex.org/W2055527244","https://openalex.org/W2061860832","https://openalex.org/W2072128103","https://openalex.org/W2084367576","https://openalex.org/W2087006489","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2107832644","https://openalex.org/W2108598243","https://openalex.org/W2109109597","https://openalex.org/W2109257383","https://openalex.org/W2112796928","https://openalex.org/W2116360511","https://openalex.org/W2119605622","https://openalex.org/W2135099885","https://openalex.org/W2136922672","https://openalex.org/W2137124974","https://openalex.org/W2151103935","https://openalex.org/W2155893237","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2164598857","https://openalex.org/W2167607159","https://openalex.org/W2186615578","https://openalex.org/W2188440275","https://openalex.org/W2194775991","https://openalex.org/W2206370378","https://openalex.org/W2233116163","https://openalex.org/W2245189809","https://openalex.org/W2392395307","https://openalex.org/W2414162830","https://openalex.org/W2416799949","https://openalex.org/W2508821345","https://openalex.org/W2546457897","https://openalex.org/W2618530766","https://openalex.org/W2919115771","https://openalex.org/W2963911037","https://openalex.org/W3157685993","https://openalex.org/W4231109964","https://openalex.org/W4237938455","https://openalex.org/W4238389789","https://openalex.org/W6628523447","https://openalex.org/W6637373629","https://openalex.org/W6638444622","https://openalex.org/W6639102338","https://openalex.org/W6639204139","https://openalex.org/W6664275923","https://openalex.org/W6674330103","https://openalex.org/W6676422990","https://openalex.org/W6686509673","https://openalex.org/W6686960784","https://openalex.org/W6716276111"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W3034529322","https://openalex.org/W2113597336","https://openalex.org/W2979760315","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W4386004629","https://openalex.org/W2942586735","https://openalex.org/W2956163139","https://openalex.org/W4321606826"],"abstract_inverted_index":{"Literature":[0],"has":[1],"indicated":[2],"that":[3,152,173],"accurate":[4,52],"dietary":[5,23,53,62],"assessment":[6,24,63],"is":[7,41,174,189],"very":[8],"important":[9],"for":[10,51],"assessing":[11],"the":[12,21,30,84,100,153,177,180,192,195],"effectiveness":[13],"of":[14,20,32,60,122,137,165,179,194],"weight":[15],"loss":[16],"interventions.":[17],"However,":[18,55],"most":[19],"existing":[22,161,181],"methods":[25],"rely":[26],"on":[27,68],"memory.":[28],"With":[29],"help":[31],"pervasive":[33],"mobile":[34,124,138],"devices":[35],"and":[36,71,133,183],"rich":[37],"cloud":[38,125],"services,":[39],"it":[40],"now":[42],"possible":[43],"to":[44,79,89,98,105,117,176,191],"develop":[45,90],"new":[46],"computer-aided":[47],"food":[48,95,108,166],"recognition":[49,96,102,109,167],"system":[50,72,110,131,155],"assessment.":[54],"enabling":[56],"this":[57,75],"future":[58],"Internet":[59],"Things-based":[61],"imposes":[64],"several":[65],"fundamental":[66],"challenges":[67],"algorithm":[69],"development":[70],"design.":[73],"In":[74],"paper,":[76],"we":[77],"set":[78],"address":[80],"these":[81],"issues":[82],"from":[83],"following":[85],"two":[86],"aspects:":[87],"(1)":[88,159],"novel":[91],"deep":[92],"learning-based":[93],"visual":[94],"algorithms":[97],"achieve":[99],"best-in-class":[101],"accuracy;":[103,168],"(2)":[104,169],"design":[106],"a":[107],"employing":[111],"edge":[112],"computing-based":[113],"service":[114],"computing":[115,126],"paradigm":[116],"overcome":[118],"some":[119],"inherent":[120],"problems":[121],"traditional":[123],"paradigm,":[127],"such":[128],"as":[129],"unacceptable":[130],"latency":[132],"low":[134],"battery":[135],"life":[136],"devices.":[139],"We":[140],"have":[141,150],"conducted":[142],"extensive":[143],"experiments":[144],"with":[145],"real-world":[146],"data.":[147],"Our":[148],"results":[149],"shown":[151],"proposed":[154],"achieved":[156],"three":[157],"objectives:":[158],"outperforming":[160],"work":[162],"in":[163],"terms":[164],"reducing":[170],"response":[171],"time":[172],"equivalent":[175],"minimum":[178,193],"approaches;":[182],"(3)":[184],"lowering":[185],"energy":[186],"consumption":[187],"which":[188],"close":[190],"state-of-the-art.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":35},{"year":2023,"cited_by_count":46},{"year":2022,"cited_by_count":50},{"year":2021,"cited_by_count":61},{"year":2020,"cited_by_count":60},{"year":2019,"cited_by_count":32},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
