{"id":"https://openalex.org/W2688573379","doi":"https://doi.org/10.2352/issn.2470-1173.2017.13.ipas-203","title":"ICA-based background subtraction method for an FPGA-SoC","display_name":"ICA-based background subtraction method for an FPGA-SoC","publication_year":2017,"publication_date":"2017-01-29","ids":{"openalex":"https://openalex.org/W2688573379","doi":"https://doi.org/10.2352/issn.2470-1173.2017.13.ipas-203","mag":"2688573379"},"language":"en","primary_location":{"id":"doi:10.2352/issn.2470-1173.2017.13.ipas-203","is_oa":false,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2017.13.ipas-203","pdf_url":null,"source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-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/A5007737375","display_name":"Fernando Carrizosa\u2010Corral","orcid":"https://orcid.org/0000-0001-9986-0059"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fernando Carrizosa-Corral","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002647425","display_name":"Alberto V\u00e1zquez\u2010Cervantes","orcid":"https://orcid.org/0000-0002-9911-4328"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alberto V\u00e1azquez-Cervantes","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044694392","display_name":"Josu\u00e9-Rafael Montes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Josu\u00e9-Rafael Montes","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043447299","display_name":"Teresa Hern\u00e1ndez\u2010D\u00edaz","orcid":"https://orcid.org/0000-0001-9958-842X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Teresa Hern\u00e1ndez-d\u00edaz","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051843016","display_name":"Leonardo Barriga\u2010Rodr\u00edguez","orcid":"https://orcid.org/0000-0003-4698-1345"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leonardo Barriga-Rodr\u00edguez","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084424340","display_name":"Jorge Alberto Soto-Cajiga","orcid":"https://orcid.org/0000-0002-1737-5197"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jorge Alberto Soto-Cajiga","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5083401390","display_name":"Hugo Jim\u00e9nez\u2010Hern\u00e1ndez","orcid":"https://orcid.org/0000-0003-0827-6645"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hugo Jim\u00e9nez-Hern\u00e1ndez","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5007737375"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1849,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.43441661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"29","issue":"13","first_page":"36","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9919000267982483,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9904000163078308,"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/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7849686145782471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7840564250946045},{"id":"https://openalex.org/keywords/background-subtraction","display_name":"Background subtraction","score":0.686103105545044},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.5603005886077881},{"id":"https://openalex.org/keywords/gate-array","display_name":"Gate array","score":0.47081050276756287},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3936014771461487},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35221266746520996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3481478691101074},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3297742009162903},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.15942811965942383}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7849686145782471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7840564250946045},{"id":"https://openalex.org/C32653426","wikidata":"https://www.wikidata.org/wiki/Q3813641","display_name":"Background subtraction","level":3,"score":0.686103105545044},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.5603005886077881},{"id":"https://openalex.org/C114237110","wikidata":"https://www.wikidata.org/wiki/Q114901","display_name":"Gate array","level":3,"score":0.47081050276756287},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3936014771461487},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35221266746520996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3481478691101074},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3297742009162903},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.15942811965942383}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2352/issn.2470-1173.2017.13.ipas-203","is_oa":false,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2017.13.ipas-203","pdf_url":null,"source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2014165129","https://openalex.org/W2367348190","https://openalex.org/W594316872","https://openalex.org/W2831860248","https://openalex.org/W2367794224","https://openalex.org/W2072850836","https://openalex.org/W1968650434","https://openalex.org/W2105610663","https://openalex.org/W1996607072","https://openalex.org/W2120472031"],"abstract_inverted_index":{"This":[0,93],"work":[1,28],"presents":[2],"a":[3,15,53,66,83,109,113,141],"background":[4,30,44,120],"subtraction":[5,31],"method":[6,84,171],"based":[7,143],"on":[8,14,144,174],"Independent":[9],"Components":[10],"Analysis":[11],"(ICA)":[12],"implemented":[13],"Field-Programmable":[16],"Gate":[17],"Array":[18],"(FPGA)":[19],"System-on-a-Chip":[20],"(SoC)":[21],"with":[22,90,101,128],"an":[23,88],"embedded":[24,80,91],"processor.":[25,92],"A":[26],"previous":[27],"showed":[29],"utilizing":[32],"ICA":[33,61],"achieves":[34],"better":[35],"results":[36],"than":[37],"Mixture":[38],"Of":[39],"Gaussians":[40],"(MOG)":[41],"when":[42],"the":[43,72,97,102,126,156,179,187,190],"is":[45,62,85,121,132,138],"dynamic.":[46],"However,":[47],"that":[48],"approach":[49,77,150],"was":[50,172,184],"developed":[51,86,170],"for":[52,69,87],"computer":[54,68],"and":[55,112,136,178,189],"its":[56],"proposed":[57],"mean":[58,127],"of":[59,74,99,106,158,181],"using":[60],"too":[63],"complex,":[64],"requiring":[65],"high-end":[67],"implementation.":[70],"With":[71],"purpose":[73,104],"extending":[75],"this":[76,118],"to":[78,151],"current":[79],"vision":[81],"systems,":[82],"FPGA-SoC":[89],"recent":[94],"technology":[95],"complements":[96],"parallelism":[98],"FPGAs":[100],"general":[103],"computing":[105],"processors,":[107],"maintaining":[108],"small":[110],"footprint":[111],"low":[114],"power":[115],"consumption.":[116],"In":[117],"work,":[119],"continuously":[122],"updated":[123],"by":[124,140,186],"estimating":[125],"Expectation-Maximization":[129],"(EM),":[130],"foreground":[131],"extracted":[133],"via":[134],"FastICA,":[135],"movement":[137,182],"determined":[139],"threshold":[142],"standard":[145],"deviation.":[146],"The":[147,169],"herein":[148],"presented":[149],"these":[152,167],"algorithms":[153],"allows":[154],"exploiting":[155],"architecture":[157],"FPGA-SoCs,":[159],"however,":[160],"there":[161],"are":[162],"alternatives":[163],"which":[164],"could":[165],"replace":[166],"algorithms.":[168],"tested":[173],"two":[175],"image":[176],"sequences":[177],"accuracy":[180],"detection":[183],"measured":[185],"precision":[188],"recall.":[191]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
