{"id":"https://openalex.org/W1971985509","doi":"https://doi.org/10.1109/icassp.2010.5495526","title":"Fast GPU implementation of large scale dictionary and sparse representation based vision problems","display_name":"Fast GPU implementation of large scale dictionary and sparse representation based vision problems","publication_year":2010,"publication_date":"2010-03-01","ids":{"openalex":"https://openalex.org/W1971985509","doi":"https://doi.org/10.1109/icassp.2010.5495526","mag":"1971985509"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2010.5495526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","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/A5063227098","display_name":"Pradeep Nagesh","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pradeep Nagesh","raw_affiliation_strings":["Arizona State University, USA","Arizona State University, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University, USA#TAB#","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108451181","display_name":"Rahul Gowda","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rahul Gowda","raw_affiliation_strings":["Arizona State University, USA","Arizona State University, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University, USA#TAB#","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032615847","display_name":"Baoxin Li","orcid":"https://orcid.org/0000-0002-9294-4572"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baoxin Li","raw_affiliation_strings":["Arizona State University, USA","Arizona State University, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University, USA#TAB#","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063227098"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":1.694,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83046165,"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":"1570","last_page":"1573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.9961000084877014,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.8653392791748047},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.7993471622467041},{"id":"https://openalex.org/keywords/programmer","display_name":"Programmer","score":0.6252275705337524},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.618254542350769},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.6126041412353516},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5385833978652954},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5191187858581543},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47047096490859985},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4591081142425537},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4547592103481293},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.43355539441108704},{"id":"https://openalex.org/keywords/sparse-matrix","display_name":"Sparse matrix","score":0.42723241448402405},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.39032015204429626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34259623289108276},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.32101795077323914},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.23910048604011536},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.19762453436851501},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.15094149112701416},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12066325545310974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8653392791748047},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.7993471622467041},{"id":"https://openalex.org/C2778514511","wikidata":"https://www.wikidata.org/wiki/Q1374194","display_name":"Programmer","level":2,"score":0.6252275705337524},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.618254542350769},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.6126041412353516},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5385833978652954},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5191187858581543},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47047096490859985},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4591081142425537},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4547592103481293},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.43355539441108704},{"id":"https://openalex.org/C56372850","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse matrix","level":3,"score":0.42723241448402405},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.39032015204429626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34259623289108276},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.32101795077323914},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.23910048604011536},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.19762453436851501},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.15094149112701416},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12066325545310974},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2010.5495526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2039957107","https://openalex.org/W2109449402","https://openalex.org/W2119667497","https://openalex.org/W2124592110","https://openalex.org/W2129812935","https://openalex.org/W2159350554","https://openalex.org/W2161516371","https://openalex.org/W2296616510","https://openalex.org/W2410410812","https://openalex.org/W2532338691","https://openalex.org/W2803670972","https://openalex.org/W4250955649","https://openalex.org/W6683660953","https://openalex.org/W6714311142"],"related_works":["https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2370314112","https://openalex.org/W1912958759","https://openalex.org/W2792081825"],"abstract_inverted_index":{"Recently,":[0],"Computer":[1],"Vision":[2],"problems":[3],"like":[4],"Face":[5],"Recognition":[6],"and":[7,64,76],"Super-Resolution":[8],"solved":[9],"using":[10],"sparse":[11],"representation":[12],"based":[13],"methods":[14,24,43],"with":[15],"large":[16,34],"dictionaries":[17],"have":[18],"shown":[19],"state-of-the-art":[20],"results.":[21],"However":[22],"such":[23],"are":[25],"computationally":[26],"prohibitive":[27],"for":[28,32],"typical":[29],"CPUs,":[30],"especially":[31],"a":[33,52,55],"dictionary":[35],"size.":[36],"We":[37,67],"present":[38],"fast":[39],"implementation":[40,77],"of":[41,51,70],"these":[42],"by":[44],"exploiting":[45],"the":[46,82,85],"massively":[47],"parallel":[48],"processing":[49],"capabilities":[50],"GPU":[53],"within":[54],"CUDA":[56],"framework,":[57],"owing":[58],"to":[59,84],"its":[60],"easy":[61],"off-the-shelf":[62],"availability":[63],"programmer":[65],"friendliness.":[66],"provide":[68],"details":[69],"system":[71],"level":[72],"design,":[73],"memory":[74],"management":[75],"strategies.":[78],"Further,":[79],"we":[80],"integrate":[81],"solution":[83],"preferred":[86],"scientific":[87],"computational":[88],"platform":[89],"-":[90],"MATLAB.":[91]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}