{"id":"https://openalex.org/W2983318720","doi":"https://doi.org/10.1109/mmsp.2019.8901715","title":"Edge Cloud-based Augmented Reality","display_name":"Edge Cloud-based Augmented Reality","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2983318720","doi":"https://doi.org/10.1109/mmsp.2019.8901715","mag":"2983318720"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp.2019.8901715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2019.8901715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://mediatum.ub.tum.de/node?id=1515148","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046164389","display_name":"Christoph Bachhuber","orcid":"https://orcid.org/0000-0002-9808-0162"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Bachhuber","raw_affiliation_strings":["Technical University of Munich,Chair of Media Technology,Munich,Germany","Chair of Media Technology, Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich,Chair of Media Technology,Munich,Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Chair of Media Technology, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023877670","display_name":"Alvaro Sanchez Martinez","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alvaro Sanchez Martinez","raw_affiliation_strings":["Technical University of Munich,Chair of Media Technology,Munich,Germany","Chair of Media Technology, Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich,Chair of Media Technology,Munich,Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Chair of Media Technology, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026616323","display_name":"Rastin Pries","orcid":"https://orcid.org/0000-0003-2754-5505"},"institutions":[{"id":"https://openalex.org/I4210159457","display_name":"Nokia (Germany)","ror":"https://ror.org/05nh5td39","country_code":"DE","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210159457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rastin Pries","raw_affiliation_strings":["Standardization Research Nokia Bell Labs,Munich,Germany","Standardization Research Nokia Bell Labs, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Standardization Research Nokia Bell Labs,Munich,Germany","institution_ids":["https://openalex.org/I4210159457"]},{"raw_affiliation_string":"Standardization Research Nokia Bell Labs, Munich, Germany","institution_ids":["https://openalex.org/I4210159457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046231744","display_name":"Sebastian Eger","orcid":"https://orcid.org/0000-0001-6516-2906"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Eger","raw_affiliation_strings":["Technical University of Munich,Chair of Media Technology,Munich,Germany","Chair of Media Technology, Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich,Chair of Media Technology,Munich,Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Chair of Media Technology, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077346002","display_name":"Eckehard Steinbach","orcid":"https://orcid.org/0000-0001-8853-2703"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eckehard Steinbach","raw_affiliation_strings":["Technical University of Munich,Chair of Media Technology,Munich,Germany","Chair of Media Technology, Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich,Chair of Media Technology,Munich,Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Chair of Media Technology, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991000294685364,"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/T10888","display_name":"Augmented Reality Applications","score":0.9955999851226807,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9850000143051147,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.8519701361656189},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8482867479324341},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.7307978868484497},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.7206006050109863},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6935045719146729},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.6534023284912109},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5495039224624634},{"id":"https://openalex.org/keywords/mobile-cloud-computing","display_name":"Mobile cloud computing","score":0.5171746611595154},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4771418273448944},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4558829069137573},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.43267613649368286},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.4325827658176422},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.36207109689712524},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34938400983810425},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3245829939842224},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.24403122067451477},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.23235845565795898},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.18841859698295593},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15490585565567017},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08008381724357605}],"concepts":[{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.8519701361656189},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8482867479324341},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.7307978868484497},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.7206006050109863},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6935045719146729},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.6534023284912109},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5495039224624634},{"id":"https://openalex.org/C2779191767","wikidata":"https://www.wikidata.org/wiki/Q6887075","display_name":"Mobile cloud computing","level":3,"score":0.5171746611595154},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4771418273448944},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4558829069137573},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.43267613649368286},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.4325827658176422},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.36207109689712524},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34938400983810425},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3245829939842224},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.24403122067451477},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.23235845565795898},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.18841859698295593},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15490585565567017},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08008381724357605},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mmsp.2019.8901715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2019.8901715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1515148","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1515148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:mediatum.ub.tum.de:node/1515148","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1515148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"","raw_type":"article"},"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1768994003","https://openalex.org/W2002433089","https://openalex.org/W2019895843","https://openalex.org/W2080017588","https://openalex.org/W2108090232","https://openalex.org/W2119598581","https://openalex.org/W2122170512","https://openalex.org/W2140199336","https://openalex.org/W2146395539","https://openalex.org/W2257441474","https://openalex.org/W2278887764","https://openalex.org/W2285330908","https://openalex.org/W2297924971","https://openalex.org/W2416799949","https://openalex.org/W2535547924","https://openalex.org/W2621953014","https://openalex.org/W2735858160","https://openalex.org/W2766304518","https://openalex.org/W2896416526","https://openalex.org/W3098116200","https://openalex.org/W3102327032","https://openalex.org/W6638045046","https://openalex.org/W6696264016","https://openalex.org/W6745392337"],"related_works":["https://openalex.org/W2917844159","https://openalex.org/W4246998394","https://openalex.org/W2476626105","https://openalex.org/W2566708220","https://openalex.org/W2598562469","https://openalex.org/W2894114519","https://openalex.org/W2483188830","https://openalex.org/W2560210012","https://openalex.org/W2808449107","https://openalex.org/W2125349425"],"abstract_inverted_index":{"A":[0,156],"convincing":[1],"augmented":[2],"reality":[3],"(AR)":[4],"experience":[5,97],"requires":[6],"vast":[7],"computational":[8,36,182],"resources,":[9],"in":[10,152,173,205],"particular":[11],"for":[12,54,139,185],"three-dimensional":[13],"mapping":[14],"of":[15,23,44,96,104,114],"the":[16,41,45,60,65,94,102,135,149,153,170,181,186],"environment,":[17],"pose":[18],"estimation":[19],"and":[20,38,73,98],"high-quality":[21,201],"rendering":[22],"virtual":[24],"objects.":[25],"Even":[26],"today's":[27],"most":[28],"powerful":[29],"mobile":[30,66,131,207],"devices":[31],"can":[32,56],"not":[33],"provide":[34],"such":[35,63],"resources":[37,183],"consequently":[39],"limit":[40],"achievable":[42],"quality":[43,95],"augmentation.":[46],"To":[47],"tackle":[48],"this":[49],"issue,":[50],"all":[51,164],"computations":[52,151],"necessary":[53],"AR":[55,165,187,202],"be":[57],"offloaded":[58],"to":[59,90,162,194],"Edge":[61,154],"Cloud,":[62],"that":[64,109,160],"device":[67],"merely":[68],"acts":[69],"as":[70],"a":[71,111,130,191],"camera":[72],"display.":[74],"This":[75],"approach":[76],"introduces":[77],"additional":[78,136],"processing":[79,166],"steps,":[80],"namely":[81],"video":[82],"communication,":[83],"which":[84,125,144],"we":[85,107],"carefully":[86],"evaluate":[87],"with":[88,110],"respect":[89],"their":[91],"influence":[92],"on":[93,129,175],"energy":[99,171],"consumption.":[100],"In":[101],"evaluation":[103],"our":[105,118],"prototype,":[106],"show":[108],"Glass-to-Glass":[112],"delay":[113],"about":[115],"85":[116],"ms,":[117],"implementation":[119],"is":[120,145,159],"competitive":[121],"against":[122],"state-of-the-art":[123],"solutions":[124],"run":[126],"completely":[127],"locally":[128],"device.":[132],"Most":[133],"notably,":[134],"steps":[137],"required":[138],"offloading":[140,168,199],"contribute":[141],"little":[142],"delay,":[143],"often":[146],"overcompensated":[147],"by":[148,177,190],"faster":[150],"Cloud.":[155],"further":[157],"benefit":[158],"compared":[161],"performing":[163],"locally,":[167],"reduces":[169],"consumption":[172],"smartphones":[174],"average":[176],"50":[178],"%.":[179],"Moreover,":[180],"available":[184],"application":[188],"increase":[189],"factor":[192],"10":[193],"100":[195],"through":[196],"offloading.":[197],"Finally,":[198],"enables":[200],"applications":[203],"even":[204],"low-end":[206],"devices.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
