{"id":"https://openalex.org/W4417198439","doi":"https://doi.org/10.3390/s25247496","title":"Motion Blur-Free High-Speed Hybrid Image Sensing","display_name":"Motion Blur-Free High-Speed Hybrid Image Sensing","publication_year":2025,"publication_date":"2025-12-09","ids":{"openalex":"https://openalex.org/W4417198439","doi":"https://doi.org/10.3390/s25247496","pmid":"https://pubmed.ncbi.nlm.nih.gov/41471491"},"language":"en","primary_location":{"id":"doi:10.3390/s25247496","doi":"https://doi.org/10.3390/s25247496","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s25247496","pdf_url":"https://www.mdpi.com/1424-8220/25/24/7496/pdf?version=1765354333","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","medline","norway-1"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/25/24/7496/pdf?version=1765354333","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036305953","display_name":"Paul K. J. Park","orcid":"https://orcid.org/0009-0002-1366-9822","observed_orcids":["https://orcid.org/0009-0002-1366-9822"]},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]},{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]},{"id":"https://openalex.org/I4405259277","display_name":"Samsung Electronics (South Korea)","ror":"https://ror.org/020m7t761","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4405259277"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Paul K. J. Park","raw_affiliation_strings":["Department of Semiconductor Display, Gachon University, Seongnam 13120, Gyeonggi-do, Republic of Korea","Samsung Electronics, Hwaseong 18448, Gyeonggi-do, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0002-1366-9822","affiliations":[{"raw_affiliation_string":"Department of Semiconductor Display, Gachon University, Seongnam 13120, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I12832649"]},{"raw_affiliation_string":"Samsung Electronics, Hwaseong 18448, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I2250650973","https://openalex.org/I4405259277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698866","display_name":"Junseok Kim","orcid":"https://orcid.org/0000-0002-4869-6313","observed_orcids":["https://orcid.org/0000-0002-4869-6313","https://orcid.org/0009-0009-5221-3220"]},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]},{"id":"https://openalex.org/I4405259277","display_name":"Samsung Electronics (South Korea)","ror":"https://ror.org/020m7t761","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4405259277"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junseok Kim","raw_affiliation_strings":["Samsung Electronics, Hwaseong 18448, Gyeonggi-do, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong 18448, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I2250650973","https://openalex.org/I4405259277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017342059","display_name":"Ju-Hyun Ko","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]},{"id":"https://openalex.org/I4405259277","display_name":"Samsung Electronics (South Korea)","ror":"https://ror.org/020m7t761","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4405259277"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juhyun Ko","raw_affiliation_strings":["Samsung Electronics, Hwaseong 18448, Gyeonggi-do, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong 18448, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I2250650973","https://openalex.org/I4405259277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036305953"],"corresponding_institution_ids":["https://openalex.org/I12832649","https://openalex.org/I2250650973","https://openalex.org/I4405259277"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":0.4619,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60228163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"25","issue":"24","first_page":"7496","last_page":"7496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9984999895095825,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9984999895095825,"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.0003000000142492354,"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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cmos-image-sensor","display_name":"CMOS image sensor","score":0.9419999718666077},{"id":"https://openalex.org/keywords/event-based-sensing","display_name":"event-based sensing","score":0.41499999165534973},{"id":"https://openalex.org/keywords/high-speed-readout","display_name":"high-speed readout","score":0.5920000076293945},{"id":"https://openalex.org/keywords/photodiode","display_name":"photodiode","score":0.6169999837875366},{"id":"https://openalex.org/keywords/image-deblurring","display_name":"image deblurring","score":0.7350000143051147},{"id":"https://openalex.org/keywords/high-speed-imaging","display_name":"high-speed imaging","score":0.42800000309944153}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7041000127792358},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6696000099182129},{"id":"https://openalex.org/C2777708103","wikidata":"https://www.wikidata.org/wiki/Q852589","display_name":"Motion blur","level":3,"score":0.6636000275611877},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.6521000266075134},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6000999808311462},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5967000126838684},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5619999766349792},{"id":"https://openalex.org/C27402916","wikidata":"https://www.wikidata.org/wiki/Q31009","display_name":"Image stabilization","level":3,"score":0.4666000008583069},{"id":"https://openalex.org/C751236","wikidata":"https://www.wikidata.org/wiki/Q175943","display_name":"Photodiode","level":2,"score":0.4575999975204468},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.4417000114917755},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4343999922275543},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.40939998626708984},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.3720000088214874},{"id":"https://openalex.org/C155512908","wikidata":"https://www.wikidata.org/wiki/Q210745","display_name":"CMOS sensor","level":3,"score":0.3626999855041504},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.3578999936580658},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.349700003862381},{"id":"https://openalex.org/C96566525","wikidata":"https://www.wikidata.org/wiki/Q7805282","display_name":"Time delay and integration","level":2,"score":0.33629998564720154},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.33489999175071716},{"id":"https://openalex.org/C2780624872","wikidata":"https://www.wikidata.org/wiki/Q852453","display_name":"Motion detection","level":3,"score":0.3246000111103058},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C171988757","wikidata":"https://www.wikidata.org/wiki/Q5026011","display_name":"Camera interface","level":5,"score":0.2818000018596649},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.27149999141693115}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s25247496","doi":"https://doi.org/10.3390/s25247496","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s25247496","pdf_url":"https://www.mdpi.com/1424-8220/25/24/7496/pdf?version=1765354333","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","medline","norway-1"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:41471491","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41471491","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,"listed_in":[],"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":"Sensors (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:a81e68f07ad143a9ab9ba21ef67c8ea0","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/a81e68f07ad143a9ab9ba21ef67c8ea0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 25, Iss 24, p 7496 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12737058","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12737058/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s25247496","doi":"https://doi.org/10.3390/s25247496","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s25247496","pdf_url":"https://www.mdpi.com/1424-8220/25/24/7496/pdf?version=1765354333","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","medline","norway-1"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417198439.pdf","grobid_xml":"https://content.openalex.org/works/W4417198439.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W206948248","https://openalex.org/W2132870234","https://openalex.org/W2160610278","https://openalex.org/W2171851311","https://openalex.org/W2593197747","https://openalex.org/W2594491944","https://openalex.org/W2970672284","https://openalex.org/W3090440982","https://openalex.org/W3174138177","https://openalex.org/W3188021906","https://openalex.org/W4360605519","https://openalex.org/W4385080202","https://openalex.org/W4385800852","https://openalex.org/W4386076604","https://openalex.org/W4386124125","https://openalex.org/W4401418779","https://openalex.org/W4415312345"],"related_works":[],"abstract_inverted_index":{"We":[0],"propose":[1],"and":[2,33,66,119],"demonstrate":[3],"a":[4,20,153,172,183,205],"novel":[5],"motion":[6,150,192],"blur-free":[7],"hybrid":[8,15,22,128],"image":[9,16,23,41,129,158,197],"sensing":[10,24],"technique.":[11],"Unlike":[12],"the":[13,54,67,78,99,127,135,149,165,177,191,195,200],"previous":[14],"sensors,":[17],"we":[18,57,112,180],"developed":[19],"homogeneous":[21],"technique":[25],"including":[26],"60":[27,154],"fps":[28,35,155,185],"CMOS":[29],"Image":[30],"Sensor":[31,39],"(CIS)":[32],"1440":[34,184],"pseudo":[36,84,102,167,186],"Dynamic":[37],"Vision":[38],"(DVS)":[40],"frames":[42,169],"without":[43,142],"any":[44],"performance":[45],"degradation":[46],"caused":[47],"by":[48,76,90,95,163],"static":[49],"bad":[50],"pixels.":[51],"To":[52],"achieve":[53],"fast":[55],"readout,":[56],"implemented":[58],"two":[59,63],"one-side":[60],"ADCs":[61],"on":[62],"photodiodes":[64],"(PDs)":[65],"pixel":[68,104],"output":[69],"settling":[70],"time":[71],"can":[72,87,107,131,159,189],"be":[73,88,108,132,160],"reduced":[74],"significantly":[75],"using":[77,164,176],"column":[79],"switch":[80],"control.":[81],"The":[82,145],"high-speed":[83],"DVS":[85,103,120,168,187],"frame":[86,157,188],"obtained":[89,125],"differentiating":[91],"fast-readout":[92],"CIS":[93,115,156,196],"frames,":[94],"which,":[96],"in":[97,199],"turn,":[98],"world's":[100],"smallest":[101],"(1.8":[105],"\u03bcm)":[106],"achieved.":[109],"In":[110],"addition,":[111],"confirmed":[113],"that":[114,148,182],"(50":[116],"Mp":[117,122],"resolution)":[118,123],"(0.78":[121],"data":[124],"from":[126],"sensor":[130],"transmitted":[133],"over":[134],"MIPI":[136],"(4.5":[137],"Gb/s":[138],"four-lane":[139],"D-PHY)":[140],"interface":[141],"signal":[143],"loss.":[144],"results":[146],"showed":[147],"blur":[151,193],"of":[152,194,202],"compensated":[161],"dramatically":[162],"proposed":[166],"together":[170],"with":[171],"deblur":[173],"algorithm.":[174],"Finally,":[175],"event":[178],"simulation,":[179],"verified":[181],"compensate":[190],"captured":[198],"situation":[201],"jogging":[203],"at":[204],"3":[206],"m":[207],"distance.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-09-24T07:57:37.273135","created_date":"2025-12-10T00:00:00"}