{"id":"https://openalex.org/W2292656363","doi":"https://doi.org/10.1109/globalsip.2015.7418271","title":"Programmable data parallel accelerator for mobile computer vision","display_name":"Programmable data parallel accelerator for mobile computer vision","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2292656363","doi":"https://doi.org/10.1109/globalsip.2015.7418271","mag":"2292656363"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2015.7418271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2015.7418271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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/A5067026162","display_name":"Teemu Nyl\u00e4nden","orcid":"https://orcid.org/0000-0002-0604-7809"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Teemu Nylanden","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083601388","display_name":"Heikki Kultala","orcid":"https://orcid.org/0000-0002-1845-2924"},"institutions":[{"id":"https://openalex.org/I150589677","display_name":"Tampere University of Applied Sciences","ror":"https://ror.org/00bwtjf83","country_code":"FI","type":"education","lineage":["https://openalex.org/I150589677"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Heikki Kultala","raw_affiliation_strings":["Tampere University Technology, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Tampere University Technology, Tampere, Finland","institution_ids":["https://openalex.org/I150589677"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020455115","display_name":"Ilkka Hautala","orcid":"https://orcid.org/0000-0003-4550-7836"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ilkka Hautala","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077772076","display_name":"Jani Boutellier","orcid":"https://orcid.org/0000-0001-7606-3655"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jani Boutellier","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073118744","display_name":"Jari Hannuksela","orcid":"https://orcid.org/0000-0001-9379-1304"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jari Hannuksela","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036240267","display_name":"Olli S\u00edlven","orcid":"https://orcid.org/0000-0002-2661-804X"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Olli Silven","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5067026162"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.1534287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"7872","issue":null,"first_page":"624","last_page":"628"},"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":0.9997000098228455,"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":0.9997000098228455,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8680473566055298},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5893439054489136},{"id":"https://openalex.org/keywords/mobile-processor","display_name":"Mobile processor","score":0.567781925201416},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5542383790016174},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.48605161905288696},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.45973220467567444},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4326600134372711},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.36966946721076965},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.34394514560699463},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23214319348335266},{"id":"https://openalex.org/keywords/mobile-technology","display_name":"Mobile technology","score":0.1796092391014099},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15495091676712036},{"id":"https://openalex.org/keywords/mobile-web","display_name":"Mobile Web","score":0.12778222560882568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8680473566055298},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5893439054489136},{"id":"https://openalex.org/C1665295","wikidata":"https://www.wikidata.org/wiki/Q6887219","display_name":"Mobile processor","level":5,"score":0.567781925201416},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5542383790016174},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.48605161905288696},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.45973220467567444},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4326600134372711},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.36966946721076965},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.34394514560699463},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23214319348335266},{"id":"https://openalex.org/C60952562","wikidata":"https://www.wikidata.org/wiki/Q6887246","display_name":"Mobile technology","level":3,"score":0.1796092391014099},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15495091676712036},{"id":"https://openalex.org/C516764902","wikidata":"https://www.wikidata.org/wiki/Q1043805","display_name":"Mobile Web","level":4,"score":0.12778222560882568},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globalsip.2015.7418271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2015.7418271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1966914588","https://openalex.org/W1972807703","https://openalex.org/W1972923699","https://openalex.org/W1975739335","https://openalex.org/W1991592471","https://openalex.org/W1993164261","https://openalex.org/W2006771191","https://openalex.org/W2014406284","https://openalex.org/W2019494485","https://openalex.org/W2032661063","https://openalex.org/W2066851213","https://openalex.org/W2089805676","https://openalex.org/W2099646760","https://openalex.org/W2102298614","https://openalex.org/W2105961854","https://openalex.org/W2127882392","https://openalex.org/W2127996396","https://openalex.org/W2133834148","https://openalex.org/W2134053173","https://openalex.org/W2137401668","https://openalex.org/W2139874340","https://openalex.org/W2146411490","https://openalex.org/W2146894470","https://openalex.org/W2156499539","https://openalex.org/W2167399819","https://openalex.org/W2217305869","https://openalex.org/W2534894314","https://openalex.org/W3097096317","https://openalex.org/W3103903655","https://openalex.org/W3122730180","https://openalex.org/W3148444620","https://openalex.org/W6683195904","https://openalex.org/W6728279981"],"related_works":["https://openalex.org/W3034529322","https://openalex.org/W2136583354","https://openalex.org/W2111238207","https://openalex.org/W2115913271","https://openalex.org/W2113597336","https://openalex.org/W2146894470","https://openalex.org/W2038675678","https://openalex.org/W3045046001","https://openalex.org/W2185570015","https://openalex.org/W2805201806"],"abstract_inverted_index":{"The":[0,35,50],"demand":[1],"for":[2,10,83,94,112,172],"high":[3,96],"performance":[4,117],"yet":[5],"extremely":[6,66],"low-power":[7,26],"multimedia":[8],"accelerators":[9],"mobile":[11,106,174],"communication":[12],"is":[13,30,37,52,71],"ever":[14],"growing.":[15],"To":[16],"meet":[17],"this":[18,33,138],"challenge":[19,82],"a":[20,24,57,75,81,95,113],"novel":[21,144],"approach":[22,145],"with":[23,39,131,133],"very":[25],"programmable":[27],"TTA":[28,64],"processor":[29,36,65],"proposed":[31],"in":[32,160],"paper.":[34],"benchmarked":[38],"two":[40],"OpenCL":[41,132],"computer":[42],"vision":[43],"applications;":[44],"depth":[45],"estimation":[46],"and":[47,92,108,118,150],"face":[48],"detection.":[49],"former":[51],"an":[53,72,169],"excellent":[54,170],"example":[55,73],"of":[56,74,116,162],"highly":[58],"parallel":[59,85],"algorithm":[60,78],"that":[61,79,142],"suits":[62],"our":[63,143],"well":[67,156],"whereas":[68],"the":[69,158],"latter":[70],"more":[76],"serial":[77],"poses":[80],"GPU-style":[84],"platforms.":[86,175],"Both":[87],"algorithms":[88],"are":[89,123],"also":[90],"implemented":[91],"optimized":[93],"throughput":[97,163],"AMD":[98],"Radeon":[99],"HD":[100],"7750":[101],"GPU,":[102],"Qualcomm":[103],"Adreno":[104],"330":[105],"GPU":[107],"Intel":[109],"Core":[110],"i5-480M":[111],"fair":[114],"comparison":[115],"energy":[119],"efficiency.":[120],"These":[121],"platforms":[122],"chosen":[124],"because":[125],"they":[126],"all":[127],"can":[128,146],"be":[129],"programmed":[130],"equivalent":[134],"programming":[135],"efforts.":[136],"In":[137],"paper":[139],"we":[140],"show":[141],"achieve":[147],"real-time":[148],"requirements":[149],"easily":[151],"outperform":[152],"both":[153],"GPUs":[154],"as":[155,157],"CPU":[159],"terms":[161],"per":[164],"watt":[165],"criterion,":[166],"making":[167],"it":[168],"candidate":[171],"power-constrained":[173]},"counts_by_year":[{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
