{"id":"https://openalex.org/W2112846215","doi":"https://doi.org/10.1109/tbcas.2013.2260338","title":"Real-Time Machine Vision FPGA Implementation for Microfluidic Monitoring on Lab-on-Chips","display_name":"Real-Time Machine Vision FPGA Implementation for Microfluidic Monitoring on Lab-on-Chips","publication_year":2013,"publication_date":"2013-06-19","ids":{"openalex":"https://openalex.org/W2112846215","doi":"https://doi.org/10.1109/tbcas.2013.2260338","mag":"2112846215","pmid":"https://pubmed.ncbi.nlm.nih.gov/24875286"},"language":"en","primary_location":{"id":"doi:10.1109/tbcas.2013.2260338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbcas.2013.2260338","pdf_url":null,"source":{"id":"https://openalex.org/S80299757","display_name":"IEEE Transactions on Biomedical Circuits and Systems","issn_l":"1932-4545","issn":["1932-4545","1940-9990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Circuits and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5007527611","display_name":"C. L. Sotiropoulou","orcid":"https://orcid.org/0000-0001-9851-1658"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Calliope-Louisa Sotiropoulou","raw_affiliation_strings":["Electronics Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","Electronics Laboratory in the Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Electronics Laboratory in the Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082057719","display_name":"Liberis Voudouris","orcid":null},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Liberis Voudouris","raw_affiliation_strings":["Electronics Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","Electronics Laboratory in the Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Electronics Laboratory in the Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020797317","display_name":"C. Gentsos","orcid":"https://orcid.org/0000-0003-1906-8964"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Gentsos","raw_affiliation_strings":["Electronics Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","Electronics Laboratory in the Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Electronics Laboratory in the Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032798446","display_name":"Athanasios M. Demiris","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Athanasios M. Demiris","raw_affiliation_strings":["Micro2Gen Ltd., Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Micro2Gen Ltd., Athens, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014728553","display_name":"Nikolaos Vassiliadis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikolaos Vassiliadis","raw_affiliation_strings":["Micro2Gen Ltd., Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Micro2Gen Ltd., Athens, Greece","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023894427","display_name":"S. Nikolaidis","orcid":"https://orcid.org/0000-0002-9794-8062"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spyridon Nikolaidis","raw_affiliation_strings":["Electronics Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","Electronics Laboratory in the Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Electronics Laboratory in the Department of Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2002,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.8238065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"8","issue":"2","first_page":"268","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12452","display_name":"Electrowetting and Microfluidic Technologies","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T12452","display_name":"Electrowetting and Microfluidic Technologies","score":0.9991999864578247,"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":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11255","display_name":"Microfluidic and Bio-sensing Technologies","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6634083390235901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6532904505729675},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.5722529292106628},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.5557097792625427},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.528346598148346},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.46852821111679077},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4453314244747162},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3435974419116974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23989775776863098}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6634083390235901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6532904505729675},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.5722529292106628},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.5557097792625427},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.528346598148346},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.46852821111679077},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4453314244747162},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3435974419116974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23989775776863098},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019095","descriptor_name":"Point-of-Care Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019095","descriptor_name":"Point-of-Care Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019095","descriptor_name":"Point-of-Care Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046210","descriptor_name":"Microfluidic Analytical Techniques","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D046210","descriptor_name":"Microfluidic Analytical Techniques","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D046210","descriptor_name":"Microfluidic Analytical Techniques","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D046210","descriptor_name":"Microfluidic Analytical Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046210","descriptor_name":"Microfluidic Analytical Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046210","descriptor_name":"Microfluidic Analytical Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbcas.2013.2260338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbcas.2013.2260338","pdf_url":null,"source":{"id":"https://openalex.org/S80299757","display_name":"IEEE Transactions on Biomedical Circuits and Systems","issn_l":"1932-4545","issn":["1932-4545","1940-9990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Circuits and Systems","raw_type":"journal-article"},{"id":"pmid:24875286","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24875286","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on biomedical circuits and systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/10"},{"display_name":"Peace, Justice and strong institutions","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W12519965","https://openalex.org/W1497196116","https://openalex.org/W1983100991","https://openalex.org/W1986101913","https://openalex.org/W1986977050","https://openalex.org/W1987840847","https://openalex.org/W2004950514","https://openalex.org/W2015028046","https://openalex.org/W2016952865","https://openalex.org/W2024286012","https://openalex.org/W2024940262","https://openalex.org/W2044885213","https://openalex.org/W2056584136","https://openalex.org/W2063655684","https://openalex.org/W2067558014","https://openalex.org/W2081203740","https://openalex.org/W2089434855","https://openalex.org/W2095905764","https://openalex.org/W2101656076","https://openalex.org/W2102915165","https://openalex.org/W2145023731","https://openalex.org/W2150519551","https://openalex.org/W2533433706","https://openalex.org/W2867144671","https://openalex.org/W2896839916"],"related_works":["https://openalex.org/W2111241003","https://openalex.org/W4200391368","https://openalex.org/W2210979487","https://openalex.org/W2074043759","https://openalex.org/W3042736233","https://openalex.org/W2082487009","https://openalex.org/W2373535795","https://openalex.org/W2406926880","https://openalex.org/W4237139544","https://openalex.org/W2787763930"],"abstract_inverted_index":{"A":[0],"machine":[1,23,130],"vision":[2,24,131],"implementation":[3],"on":[4,15],"a":[5,67,77,95,137,161,168,206,217],"field-programmable":[6],"gate":[7],"array":[8],"(FPGA)":[9],"device":[10],"for":[11,34,136,145,152,160,222],"real-time":[12],"microfluidic":[13],"monitoring":[14],"Lab-On-Chips":[16],"is":[17,26,61,89,111,183],"presented":[18],"in":[19,73,105],"this":[20],"paper.":[21],"The":[22,44,129,155,165,180,195],"system":[25,45,132,181,196],"designed":[27,90],"to":[28,63,83,91,113,118,172,191,216],"follow":[29,64],"continuous":[30],"or":[31,50,58],"plug":[32],"flows,":[33],"which":[35,99,214],"the":[36,39,48,53,56,126,143],"menisci":[37],"of":[38,52,70,76,79,94,139,170,189,201,209,219],"fluids":[40],"are":[41],"always":[42],"visible.":[43],"discriminates":[46],"between":[47],"front":[49],"\"head\"":[51],"flow":[54],"and":[55,60,103,121,175,204],"back":[57],"\"tail\"":[59],"able":[62,112],"flows":[65],"with":[66,115],"maximum":[68],"speed":[69],"20":[71],"mm/sec":[72],"circular":[74],"channels":[75],"diameter":[78],"200":[80],"\u03bcm":[81],"(corresponding":[82],"approx.":[84],"60":[85],"\u03bcl/sec":[86],").":[87],"It":[88],"be":[92,101,134],"part":[93],"complete":[96,162],"Point-of-Care":[97],"system,":[98],"will":[100],"portable":[102],"operate":[104],"non-ideal":[106],"laboratory":[107],"conditions.":[108],"Thus,":[109],"it":[110],"cope":[114],"noise":[116],"due":[117],"lighting":[119],"conditions":[120],"small":[122],"LoC":[123,140],"displacements":[124],"during":[125],"experiment":[127],"execution.":[128],"can":[133],"used":[135],"variety":[138,169],"devices,":[141],"without":[142],"need":[144],"fiducial":[146],"markers":[147],"(such":[148],"as":[149],"redundancy":[150],"patterns)":[151],"its":[153],"operation.":[154],"underlying":[156],"application":[157],"requirements":[158],"called":[159],"hardware":[163],"implementation.":[164],"architecture":[166],"uses":[167,197],"techniques":[171],"improve":[173],"performance":[174],"minimize":[176],"memory":[177],"access":[178],"requirements.":[179],"input":[182],"8":[184],"bit":[185],"grayscale":[186],"uncompressed":[187],"video":[188,225],"up":[190],"1":[192,223],"Mpixel":[193,224],"resolution.":[194,226],"an":[198],"operating":[199],"frequency":[200],"170":[202],"Mhz":[203],"achieves":[205],"computational":[207],"time":[208],"13.97":[210],"ms":[211],"(worst":[212],"case),":[213],"leads":[215],"throughput":[218],"71.6":[220],"fps":[221]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
