{"id":"https://openalex.org/W2724616073","doi":"https://doi.org/10.1145/3092831","title":"Deep Learning for Mobile Multimedia","display_name":"Deep Learning for Mobile Multimedia","publication_year":2017,"publication_date":"2017-06-28","ids":{"openalex":"https://openalex.org/W2724616073","doi":"https://doi.org/10.1145/3092831","mag":"2724616073"},"language":"en","primary_location":{"id":"doi:10.1145/3092831","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3092831","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dl.acm.org/doi/10.1145/3092831","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106707877","display_name":"Kaoru Ota","orcid":"https://orcid.org/0000-0002-3382-1652"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kaoru Ota","raw_affiliation_strings":["Muroran Institute of Technology, Hokkaido, Japan"],"affiliations":[{"raw_affiliation_string":"Muroran Institute of Technology, Hokkaido, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110935982","display_name":"Minh Son Dao","orcid":null},"institutions":[{"id":"https://openalex.org/I200859690","display_name":"Universiti Teknologi Brunei","ror":"https://ror.org/004y7f915","country_code":"BN","type":"education","lineage":["https://openalex.org/I200859690"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Minh Son Dao","raw_affiliation_strings":["Universiti Teknologi Brunei, Bandar Seri Begawan, Brunei"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi Brunei, Bandar Seri Begawan, Brunei","institution_ids":["https://openalex.org/I200859690"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059096027","display_name":"Vasileios Mezaris","orcid":"https://orcid.org/0000-0002-0121-4364"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasileios Mezaris","raw_affiliation_strings":["ITI-Centre for Research and Technology Hellas, Thermi-Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"ITI-Centre for Research and Technology Hellas, Thermi-Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068660181","display_name":"Francesco G. B. De Natale","orcid":"https://orcid.org/0000-0003-2566-6995"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco G. B. De Natale","raw_affiliation_strings":["DISI-University of Trento, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"DISI-University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5106707877"],"corresponding_institution_ids":["https://openalex.org/I41725924"],"apc_list":null,"apc_paid":null,"fwci":6.6593,"has_fulltext":false,"cited_by_count":137,"citation_normalized_percentile":{"value":0.97977297,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"13","issue":"3s","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8183131217956543},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5646616816520691},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5532735586166382},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5451223254203796},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43154090642929077},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4279648959636688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.421420693397522},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.37966564297676086},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34924745559692383},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32589399814605713},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24659499526023865},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12537452578544617}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8183131217956543},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5646616816520691},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5532735586166382},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5451223254203796},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43154090642929077},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4279648959636688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.421420693397522},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.37966564297676086},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34924745559692383},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32589399814605713},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24659499526023865},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12537452578544617}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3092831","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3092831","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},{"id":"pmh:oai:muroran-it.repo.nii.ac.jp:00009526","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400524","display_name":"Muroran Institute of Technology Academic Resources Archieve (Muroran Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41725924","host_organization_name":"Muroran Institute of Technology","host_organization_lineage":["https://openalex.org/I41725924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"AM"},{"id":"pmh:oai:iris.unitn.it:11572/185629","is_oa":true,"landing_page_url":"https://dl.acm.org/doi/10.1145/3092831","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.unitn.it:11572/185629","is_oa":true,"landing_page_url":"https://dl.acm.org/doi/10.1145/3092831","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":108,"referenced_works":["https://openalex.org/W20283819","https://openalex.org/W117096852","https://openalex.org/W164384110","https://openalex.org/W1442374986","https://openalex.org/W1530262073","https://openalex.org/W1570197553","https://openalex.org/W1666731339","https://openalex.org/W1667652561","https://openalex.org/W1724438581","https://openalex.org/W1849277567","https://openalex.org/W1899504021","https://openalex.org/W1918915976","https://openalex.org/W1977295820","https://openalex.org/W1991539813","https://openalex.org/W1995341919","https://openalex.org/W1997430507","https://openalex.org/W1999877775","https://openalex.org/W2008353316","https://openalex.org/W2025768430","https://openalex.org/W2040870580","https://openalex.org/W2044535169","https://openalex.org/W2048266589","https://openalex.org/W2059148040","https://openalex.org/W2064018461","https://openalex.org/W2072458630","https://openalex.org/W2093910183","https://openalex.org/W2097117768","https://openalex.org/W2099471712","https://openalex.org/W2106962797","https://openalex.org/W2107878631","https://openalex.org/W2110798204","https://openalex.org/W2110889728","https://openalex.org/W2114766824","https://openalex.org/W2119144962","https://openalex.org/W2120432001","https://openalex.org/W2126333738","https://openalex.org/W2136922672","https://openalex.org/W2138358979","https://openalex.org/W2138857742","https://openalex.org/W2144906988","https://openalex.org/W2145085734","https://openalex.org/W2147800946","https://openalex.org/W2148461049","https://openalex.org/W2152839228","https://openalex.org/W2155893237","https://openalex.org/W2156909104","https://openalex.org/W2162390675","https://openalex.org/W2170563683","https://openalex.org/W2184271171","https://openalex.org/W2194775991","https://openalex.org/W2233116163","https://openalex.org/W2243397390","https://openalex.org/W2268730392","https://openalex.org/W2271840356","https://openalex.org/W2276892413","https://openalex.org/W2278433511","https://openalex.org/W2293829681","https://openalex.org/W2297325673","https://openalex.org/W2313513770","https://openalex.org/W2314412701","https://openalex.org/W2327598497","https://openalex.org/W2339765813","https://openalex.org/W2345255852","https://openalex.org/W2384495648","https://openalex.org/W2407975742","https://openalex.org/W2416534845","https://openalex.org/W2422848620","https://openalex.org/W2469094744","https://openalex.org/W2471230924","https://openalex.org/W2489703078","https://openalex.org/W2511846449","https://openalex.org/W2512061950","https://openalex.org/W2513419314","https://openalex.org/W2515357728","https://openalex.org/W2516020480","https://openalex.org/W2525778437","https://openalex.org/W2525951180","https://openalex.org/W2531603677","https://openalex.org/W2531666942","https://openalex.org/W2531751603","https://openalex.org/W2535873859","https://openalex.org/W2536305597","https://openalex.org/W2577741565","https://openalex.org/W2606321545","https://openalex.org/W2618530766","https://openalex.org/W2766736793","https://openalex.org/W2949888546","https://openalex.org/W2949964376","https://openalex.org/W2950015585","https://openalex.org/W2952432176","https://openalex.org/W2963804082","https://openalex.org/W2964153729","https://openalex.org/W2990138404","https://openalex.org/W2997183031","https://openalex.org/W3024621361","https://openalex.org/W3083504653","https://openalex.org/W3104331387","https://openalex.org/W3111818035","https://openalex.org/W4230674625","https://openalex.org/W4230974672","https://openalex.org/W4233045210","https://openalex.org/W4236965008","https://openalex.org/W4244457258","https://openalex.org/W4247950230","https://openalex.org/W4254300870","https://openalex.org/W4256462051","https://openalex.org/W4285719527","https://openalex.org/W4299594763"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417"],"abstract_inverted_index":{"Deep":[0],"Learning":[1],"(DL)":[2],"has":[3,105],"become":[4,116],"a":[5,13,30,70,77,133,153,159,183],"crucial":[6],"technology":[7],"for":[8,161,225],"multimedia":[9,23],"computing.":[10],"It":[11],"offers":[12],"powerful":[14],"instrument":[15],"to":[16,110,146,205,213],"automatically":[17],"produce":[18],"high-level":[19],"abstractions":[20],"of":[21,32,51,60,73,79,98,120,135,152,164,177,185,195,208,220],"complex":[22],"data,":[24],"which":[25],"can":[26],"be":[27],"exploited":[28],"in":[29,86,198,218],"number":[31,78,134,184],"applications,":[33],"including":[34],"object":[35],"detection":[36],"and":[37,46,57,82,122,141,149,167,172,179,182,211,223],"recognition,":[38],"speech-to-":[39],"text,":[40],"media":[41],"retrieval,":[42],"multimodal":[43],"data":[44],"analysis,":[45],"so":[47],"on.":[48],"The":[49,124],"availability":[50],"affordable":[52],"large-scale":[53],"parallel":[54],"processing":[55],"architectures,":[56],"the":[58,65,96,147,193,196,206,214],"sharing":[59],"effective":[61],"open-source":[62],"codes":[63],"implementing":[64,99],"basic":[66],"learning":[67,91,121,171],"algorithms,":[68,174],"caused":[69],"rapid":[71],"diffusion":[72],"DL":[74,100,139],"methodologies,":[75,221],"bringing":[76],"new":[80,162,175],"technologies":[81,101],"applications":[83,224],"that":[84],"outperform,":[85],"most":[87,215],"cases,":[88],"traditional":[89],"machine":[90],"technologies.":[92],"In":[93],"recent":[94,216],"years,":[95],"possibility":[97],"on":[102],"mobile":[103,154,165,226],"devices":[104,114],"attracted":[106],"significant":[107],"attention.":[108],"Thanks":[109],"this":[111,199],"technology,":[112],"portable":[113],"may":[115],"smart":[117],"objects":[118],"capable":[119],"acting.":[123],"path":[125],"toward":[126],"these":[127],"exciting":[128,200],"future":[129],"scenarios,":[130],"however,":[131],"entangles":[132],"important":[136],"research":[137,201],"challenges.":[138],"architectures":[140],"algorithms":[142],"are":[143],"hardly":[144],"adapted":[145],"storage":[148],"computation":[150],"resources":[151],"device.":[155],"Therefore,":[156],"there":[157],"is":[158],"need":[160],"generations":[163],"processors":[166],"chipsets,":[168],"small":[169],"footprint":[170],"inference":[173],"models":[176],"collaborative":[178],"distributed":[180],"processing,":[181],"other":[186],"fundamental":[187],"building":[188],"blocks.":[189],"This":[190],"survey":[191],"reports":[192],"state":[194],"art":[197],"area,":[202],"looking":[203],"back":[204],"evolution":[207],"neural":[209],"networks,":[210],"arriving":[212],"results":[217],"terms":[219],"technologies,":[222],"environments.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":31},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":3}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2017-07-14T00:00:00"}
