{"id":"https://openalex.org/W2217305869","doi":"https://doi.org/10.1109/samos.2015.7363653","title":"Experiences in speeding up computer vision applications on mobile computing platforms","display_name":"Experiences in speeding up computer vision applications on mobile computing platforms","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2217305869","doi":"https://doi.org/10.1109/samos.2015.7363653","mag":"2217305869"},"language":"en","primary_location":{"id":"doi:10.1109/samos.2015.7363653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/samos.2015.7363653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/9602aed2-29f0-4888-9132-b088925d4808","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058566164","display_name":"Luna Backes","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Luna Backes","raw_affiliation_strings":["Barcelona Supercomputing Center, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075263928","display_name":"Alejandro Rico","orcid":"https://orcid.org/0000-0003-1282-8887"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Rico","raw_affiliation_strings":["Barcelona Supercomputing Center, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070407969","display_name":"Bj\u00f6rn Franke","orcid":"https://orcid.org/0000-0002-1219-8523"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bjorn Franke","raw_affiliation_strings":["The University of Edinburgh, Edinburgh, United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058566164"],"corresponding_institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":0.9205,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.82627048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9993000030517578,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9993000030517578,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.8467479944229126},{"id":"https://openalex.org/keywords/porting","display_name":"Porting","score":0.8311847448348999},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.8169743418693542},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.6978162527084351},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.6694996356964111},{"id":"https://openalex.org/keywords/mobile-processor","display_name":"Mobile processor","score":0.5133094191551208},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5026001930236816},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.49996113777160645},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4706049859523773},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.46448856592178345},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4280097186565399},{"id":"https://openalex.org/keywords/overheating","display_name":"Overheating (electricity)","score":0.4183051586151123},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2735005021095276},{"id":"https://openalex.org/keywords/mobile-technology","display_name":"Mobile technology","score":0.2734781503677368},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.21157094836235046},{"id":"https://openalex.org/keywords/mobile-web","display_name":"Mobile Web","score":0.16860216856002808}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8467479944229126},{"id":"https://openalex.org/C106251023","wikidata":"https://www.wikidata.org/wiki/Q851989","display_name":"Porting","level":3,"score":0.8311847448348999},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.8169743418693542},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.6978162527084351},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.6694996356964111},{"id":"https://openalex.org/C1665295","wikidata":"https://www.wikidata.org/wiki/Q6887219","display_name":"Mobile processor","level":5,"score":0.5133094191551208},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5026001930236816},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.49996113777160645},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4706049859523773},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.46448856592178345},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4280097186565399},{"id":"https://openalex.org/C2778284599","wikidata":"https://www.wikidata.org/wiki/Q25340000","display_name":"Overheating (electricity)","level":2,"score":0.4183051586151123},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2735005021095276},{"id":"https://openalex.org/C60952562","wikidata":"https://www.wikidata.org/wiki/Q6887246","display_name":"Mobile technology","level":3,"score":0.2734781503677368},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.21157094836235046},{"id":"https://openalex.org/C516764902","wikidata":"https://www.wikidata.org/wiki/Q1043805","display_name":"Mobile Web","level":4,"score":0.16860216856002808},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/samos.2015.7363653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/samos.2015.7363653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/9602aed2-29f0-4888-9132-b088925d4808","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/9602aed2-29f0-4888-9132-b088925d4808","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Backes, L, Rico, A & Franke, B 2015, Experiences in Speeding Up Computer Vision Applications on Mobile Computing Platforms. in Proceedings of the International Symposium on Systems, Architectures, Modeling, and Simulation (SAMOS XV), Samos, Greece, July 20-23, 2015. Institute of Electrical and Electronics Engineers, pp. 1-8. https://doi.org/10.1109/SAMOS.2015.7363653","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.ed.ac.uk:publications/9602aed2-29f0-4888-9132-b088925d4808","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11820/9602aed2-29f0-4888-9132-b088925d4808","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:openaire/9602aed2-29f0-4888-9132-b088925d4808","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/9602aed2-29f0-4888-9132-b088925d4808","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Backes, L, Rico, A & Franke, B 2015, Experiences in Speeding Up Computer Vision Applications on Mobile Computing Platforms. in Proceedings of the International Symposium on Systems, Architectures, Modeling, and Simulation (SAMOS XV), Samos, Greece, July 20-23, 2015. Institute of Electrical and Electronics Engineers, pp. 1-8. https://doi.org/10.1109/SAMOS.2015.7363653","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G6368762450","display_name":null,"funder_award_id":"EP/K008730/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1897152275","https://openalex.org/W1966914588","https://openalex.org/W2010393801","https://openalex.org/W2097936650","https://openalex.org/W2099940712","https://openalex.org/W2146894470","https://openalex.org/W2414054084","https://openalex.org/W2554197840","https://openalex.org/W3122730180","https://openalex.org/W6639533880"],"related_works":["https://openalex.org/W1820309981","https://openalex.org/W2375332572","https://openalex.org/W28826848","https://openalex.org/W3124707092","https://openalex.org/W3123383020","https://openalex.org/W4312942606","https://openalex.org/W2912579397","https://openalex.org/W2152694830","https://openalex.org/W2166776054","https://openalex.org/W2373446736"],"abstract_inverted_index":{"Computer":[0],"vision":[1],"(CV)":[2],"is":[3,51],"widely":[4],"expected":[5],"to":[6,49,53,60,82,118,124,156,169,229],"be":[7,230],"the":[8,35,46,83,147,172,178,198,215,231],"next":[9],"big":[10],"thing":[11],"in":[12,26,77],"mobile":[13,27,78,91,128,242],"computing.":[14],"The":[15,139],"availability":[16],"of":[17,24,45,85,96,201],"a":[18,21,108,135,143,151,186,191,207,241],"camera":[19],"and":[20,37,74,104,106,164,182,184,210,219],"large":[22],"number":[23],"sensors":[25],"devices":[28,92],"will":[29],"enable":[30],"CV":[31,57,88,122,137],"applications":[32,89,123],"that":[33],"understand":[34],"environment":[36],"enhance":[38],"people's":[39],"lives":[40],"through":[41],"augmented":[42],"reality.":[43],"One":[44],"problems":[47],"yet":[48],"solve":[50],"how":[52],"transfer":[54],"demanding":[55,121],"state-of-the-art":[56],"algorithms":[58],"-designed":[59],"run":[61,102,125],"on":[62,127,180,206,240],"powerful":[63],"desktop":[64],"computers":[65],"with":[66,189],"several":[67,162],"GPUs-":[68],"onto":[69],"energy-efficient,":[70],"but":[71],"slow,":[72],"processors":[73],"GPUs":[75],"found":[76,227],"devices.":[79,129],"To":[80],"accommodate":[81],"lack":[84],"performance,":[86],"current":[87],"for":[90,235,246],"are":[93],"simpler":[94],"versions":[95],"more":[97],"complex":[98],"algorithms,":[99],"which":[100],"generally":[101],"slowly":[103],"unreliably":[105],"provide":[107],"poor":[109],"user":[110],"experience.":[111],"In":[112],"this":[113],"paper,":[114],"we":[115,160,226],"investigate":[116],"ways":[117],"speed":[119],"up":[120],"faster":[126],"We":[130,176,195],"selected":[131],"KinectFusion":[132],"(KF)":[133],"as":[134],"representative":[136],"application.":[138],"KF":[140],"application":[141],"constructs":[142],"3D":[144],"model":[145],"from":[146],"images":[148],"captured":[149],"by":[150,204],"Kinect.":[152],"After":[153],"porting":[154],"it":[155],"an":[157],"ARM":[158],"platform,":[159,209],"applied":[161],"optimisation":[163],"parallelisation":[165],"techniques":[166],"using":[167],"OpenCL":[168],"exploit":[170],"all":[171],"available":[173],"computing":[174],"resources.":[175],"evaluated":[177,197],"impact":[179],"performance":[181,199],"power":[183,193],"demonstrate":[185],"4\u00d7":[187],"speedup":[188],"just":[190],"1.38\u00d7":[192],"increase.":[194],"also":[196],"portability":[200],"our":[202],"optimisations":[203],"running":[205,236],"different":[208,216],"assessed":[211],"similar":[212],"improvements":[213],"despite":[214],"multi-core":[217],"configuration":[218],"memory":[220],"system.":[221],"By":[222],"measuring":[223],"processor":[224],"temperature,":[225],"overheating":[228],"main":[232],"limiting":[233],"factor":[234],"such":[237],"high-performance":[238],"codes":[239],"device":[243],"not":[244],"designed":[245],"full":[247],"continuous":[248],"utilisation.":[249]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
