{"id":"https://openalex.org/W4200539154","doi":"https://doi.org/10.1109/cce53527.2021.9633023","title":"Edge computing SoC implementation of compressive sensing algorithm for single-pixel cameras","display_name":"Edge computing SoC implementation of compressive sensing algorithm for single-pixel cameras","publication_year":2021,"publication_date":"2021-11-10","ids":{"openalex":"https://openalex.org/W4200539154","doi":"https://doi.org/10.1109/cce53527.2021.9633023"},"language":"en","primary_location":{"id":"doi:10.1109/cce53527.2021.9633023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cce53527.2021.9633023","pdf_url":null,"source":{"id":"https://openalex.org/S4363608599","display_name":"2021 18th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","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/A5051215101","display_name":"A. Manjarres Garcia","orcid":"https://orcid.org/0000-0002-4419-6338"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"A. Manjarres Garcia","raw_affiliation_strings":["Digital Systems Group, Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Electronics Department,Tonantzintla,Puebla,Mexico,72840"],"affiliations":[{"raw_affiliation_string":"Digital Systems Group, Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Electronics Department,Tonantzintla,Puebla,Mexico,72840","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051174595","display_name":"Carlos Osorio Quero","orcid":"https://orcid.org/0000-0003-4092-127X"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"C. Osorio Quero","raw_affiliation_strings":["Digital Systems Group, Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Electronics Department,Tonantzintla,Puebla,Mexico,72840"],"affiliations":[{"raw_affiliation_string":"Digital Systems Group, Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Electronics Department,Tonantzintla,Puebla,Mexico,72840","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010423760","display_name":"Jose Rangel\u2010Magdaleno","orcid":"https://orcid.org/0000-0003-2785-5060"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. Rangel-Magdaleno","raw_affiliation_strings":["Digital Systems Group, Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Electronics Department,Tonantzintla,Puebla,Mexico,72840"],"affiliations":[{"raw_affiliation_string":"Digital Systems Group, Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Electronics Department,Tonantzintla,Puebla,Mexico,72840","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083995476","display_name":"Jos\u00e9 Mart\u00ednez-Carranza","orcid":"https://orcid.org/0000-0002-8914-1904"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. Martinez-Carranza","raw_affiliation_strings":["Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Computer Science Department,Tonantzintla,Puebla,Mexico,72840"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Computer Science Department,Tonantzintla,Puebla,Mexico,72840","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112527174","display_name":"Daniel Durini Romero","orcid":null},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"D. Durini Romero","raw_affiliation_strings":["Digital Systems Group, Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Electronics Department,Tonantzintla,Puebla,Mexico,72840"],"affiliations":[{"raw_affiliation_string":"Digital Systems Group, Instituto Nacional de Astrofísica, Ó ptica y Electrónica. (INAOE),Electronics Department,Tonantzintla,Puebla,Mexico,72840","institution_ids":["https://openalex.org/I39824353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051215101"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":null,"apc_paid":null,"fwci":0.6616,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86705625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T11996","display_name":"Random lasers and scattering media","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7896883487701416},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.7254273891448975},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6848262548446655},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.655293345451355},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6353490352630615},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.4943563938140869},{"id":"https://openalex.org/keywords/arm-architecture","display_name":"ARM architecture","score":0.4569055140018463},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4465743899345398},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4155175983905792},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.35641515254974365},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.341056764125824},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3167978525161743},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.258023202419281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21367204189300537}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7896883487701416},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.7254273891448975},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6848262548446655},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.655293345451355},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6353490352630615},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.4943563938140869},{"id":"https://openalex.org/C26771161","wikidata":"https://www.wikidata.org/wiki/Q16980","display_name":"ARM architecture","level":2,"score":0.4569055140018463},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4465743899345398},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4155175983905792},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.35641515254974365},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.341056764125824},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3167978525161743},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.258023202419281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21367204189300537},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cce53527.2021.9633023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cce53527.2021.9633023","pdf_url":null,"source":{"id":"https://openalex.org/S4363608599","display_name":"2021 18th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W59557121","https://openalex.org/W1986931325","https://openalex.org/W2023722580","https://openalex.org/W2076605490","https://openalex.org/W2095036901","https://openalex.org/W2122548617","https://openalex.org/W2128659236","https://openalex.org/W2129638195","https://openalex.org/W2145096794","https://openalex.org/W2167137033","https://openalex.org/W2289917018","https://openalex.org/W2294555410","https://openalex.org/W2416799949","https://openalex.org/W2519099639","https://openalex.org/W2587649600","https://openalex.org/W2803670972","https://openalex.org/W2963322354"],"related_works":["https://openalex.org/W2368577056","https://openalex.org/W2374722302","https://openalex.org/W1650817357","https://openalex.org/W2421088343","https://openalex.org/W2371447366","https://openalex.org/W2351562940","https://openalex.org/W2348641247","https://openalex.org/W2602811490","https://openalex.org/W2099751562","https://openalex.org/W4200539154"],"abstract_inverted_index":{"One":[0],"of":[1,6,21,26,57,87,127,174,187],"the":[2,46,50,54,58,123,128,132,136,147,164,172,175,184],"most":[3,124],"recent":[4],"applications":[5],"compressive":[7,66,88],"sensing":[8,67,89],"is":[9,15,71,102],"single-pixel":[10,91,193],"cameras,":[11],"where":[12],"an":[13,108],"image":[14,96],"generated":[16],"by":[17,135],"a":[18,39,64,74,103,159,168],"reduced":[19],"set":[20],"measurements.":[22],"This":[23,79],"new":[24,178],"type":[25],"camera":[27],"has":[28,81,107],"already":[29],"been":[30,82],"implemented":[31,72],"in":[32,73,84,163,171],"many":[33],"ways":[34],"but":[35],"always":[36],"relying":[37],"on":[38],"powerful":[40],"CPU":[41,110],"or":[42],"GPU":[43],"to":[44,94,130,183],"run":[45],"reconstruction":[47,97,153],"algorithms,":[48],"limiting":[49],"portability":[51],"and":[52,111,154,167,191],"increasing":[53],"power":[55],"consumption":[56,165],"entire":[59],"system.":[60],"In":[61],"this":[62],"work,":[63],"well-known":[65],"algorithm":[68,80],"called":[69],"TVAL3":[70],"Xilinx":[75],"SoC":[76,105],"embedded":[77],"device.":[78],"used":[83,100,182],"multiples":[85],"works":[86],"for":[90],"cameras":[92],"due":[93],"its":[95],"performance.":[98],"The":[99,117,139,156,177],"device":[101],"Zynq-7000":[104],"that":[106],"ARM":[109],"allows":[112,120],"hardware":[113,118],"acceleration":[114],"via":[115],"FPGA.":[116],"accelerator":[119,142],"speed":[121],"up":[122],"time-consuming":[125],"part":[126],"algorithms":[129],"contrast":[131],"retard":[133],"caused":[134],"low-spec":[137],"CPU.":[138],"proposed":[140],"FPGA":[141],"implementation":[143,179],"was":[144],"compared":[145],"with":[146],"CPU-only":[148],"version":[149],"as":[150],"regards":[151],"quality":[152,173],"speed.":[155],"results":[157],"show":[158],"nearly":[160],"10x":[161],"improvement":[162],"time":[166],"no":[169],"reduction":[170],"reconstructions.":[176],"can":[180],"be":[181],"initial":[185],"phase":[186],"new,":[188],"more":[189],"portable,":[190],"faster":[192],"cameras.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-02-09T05:59:30.833894","created_date":"2025-10-10T00:00:00"}