{"id":"https://openalex.org/W3208930796","doi":"https://doi.org/10.1109/access.2021.3123059","title":"Human and Scene Motion Deblurring Using Pseudo-Blur Synthesizer","display_name":"Human and Scene Motion Deblurring Using Pseudo-Blur Synthesizer","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3208930796","doi":"https://doi.org/10.1109/access.2021.3123059","mag":"3208930796"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3123059","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3123059","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585465.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585465.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048066371","display_name":"Jonathan Samuel Lumentut","orcid":"https://orcid.org/0000-0001-5146-8648"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jonathan Samuel Lumentut","raw_affiliation_strings":["Department of Information and Communication Engineering, Inha University, Incheon 22212, Korea","Department of Information and Communication Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Inha University, Incheon 22212, Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Department of Information and Communication Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091701800","display_name":"In Kyu Park","orcid":"https://orcid.org/0000-0003-4774-7841"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"In Kyu Park","raw_affiliation_strings":["Department of Information and Communication Engineering, Inha University, Incheon 22212, Korea. (e-mail: pik@inha.ac.kr)","Department of Information and Communication Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Inha University, Incheon 22212, Korea. (e-mail: pik@inha.ac.kr)","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Department of Information and Communication Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048066371"],"corresponding_institution_ids":["https://openalex.org/I191879574"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3875,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61892567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"146366","last_page":"146377"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9818000197410583,"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"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9782000184059143,"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/deblurring","display_name":"Deblurring","score":0.9918615818023682},{"id":"https://openalex.org/keywords/motion-blur","display_name":"Motion blur","score":0.8167105317115784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8049920797348022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7267067432403564},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6330354809761047},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5015769004821777},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4966326355934143},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4451158940792084},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4411107897758484},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.4139115810394287},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.18628045916557312}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9918615818023682},{"id":"https://openalex.org/C2777708103","wikidata":"https://www.wikidata.org/wiki/Q852589","display_name":"Motion blur","level":3,"score":0.8167105317115784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8049920797348022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7267067432403564},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6330354809761047},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5015769004821777},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4966326355934143},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4451158940792084},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4411107897758484},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.4139115810394287},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.18628045916557312},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3123059","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3123059","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585465.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2111.12911","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.12911","pdf_url":"https://arxiv.org/pdf/2111.12911","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:b08426708d494ac8ad7d90c8516b91c3","is_oa":true,"landing_page_url":"https://doaj.org/article/b08426708d494ac8ad7d90c8516b91c3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 146366-146377 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3123059","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3123059","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585465.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1014104204","display_name":null,"funder_award_id":"2020-0-01389","funder_id":"https://openalex.org/F4320321370","funder_display_name":"Inha University"},{"id":"https://openalex.org/G3016082409","display_name":null,"funder_award_id":"2020-0-01389","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G3436843859","display_name":null,"funder_award_id":"2020-0-0138","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7321858790","display_name":null,"funder_award_id":"2020-0-01389","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7607816583","display_name":null,"funder_award_id":"SRFCIT1901-06","funder_id":"https://openalex.org/F4320332195","funder_display_name":"Samsung"},{"id":"https://openalex.org/G7685055460","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320321370","display_name":"Inha University","ror":"https://ror.org/01easw929"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3208930796.pdf","grobid_xml":"https://content.openalex.org/works/W3208930796.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1598281290","https://openalex.org/W1604428010","https://openalex.org/W1967554269","https://openalex.org/W1976730913","https://openalex.org/W1987075379","https://openalex.org/W2043529138","https://openalex.org/W2047123483","https://openalex.org/W2055616670","https://openalex.org/W2099471712","https://openalex.org/W2135533529","https://openalex.org/W2194775991","https://openalex.org/W2465552163","https://openalex.org/W2472819217","https://openalex.org/W2474628748","https://openalex.org/W2488588527","https://openalex.org/W2560533888","https://openalex.org/W2593414223","https://openalex.org/W2601450892","https://openalex.org/W2604763608","https://openalex.org/W2787501667","https://openalex.org/W2802540608","https://openalex.org/W2947690922","https://openalex.org/W2950533208","https://openalex.org/W2962723986","https://openalex.org/W2962947932","https://openalex.org/W2962982136","https://openalex.org/W2963073614","https://openalex.org/W2963312584","https://openalex.org/W2963341924","https://openalex.org/W2963371846","https://openalex.org/W2963547174","https://openalex.org/W2963743395","https://openalex.org/W2963781481","https://openalex.org/W2963945023","https://openalex.org/W2963995996","https://openalex.org/W2965217508","https://openalex.org/W2982795046","https://openalex.org/W2984757678","https://openalex.org/W2988641380","https://openalex.org/W3034416326","https://openalex.org/W3034789174","https://openalex.org/W3035304632","https://openalex.org/W3035484352","https://openalex.org/W3103138606","https://openalex.org/W3107505690","https://openalex.org/W3109172356","https://openalex.org/W3177415989","https://openalex.org/W4295676892","https://openalex.org/W4300001399","https://openalex.org/W4320013936","https://openalex.org/W6662196125","https://openalex.org/W6717697761","https://openalex.org/W6720057410","https://openalex.org/W6735236233","https://openalex.org/W6736057607","https://openalex.org/W6745921498","https://openalex.org/W6747943641","https://openalex.org/W6748331328","https://openalex.org/W6751281049","https://openalex.org/W6774089863","https://openalex.org/W6786473126","https://openalex.org/W6797701372"],"related_works":["https://openalex.org/W4224288641","https://openalex.org/W4382450485","https://openalex.org/W2232201529","https://openalex.org/W2031788393","https://openalex.org/W2558246008","https://openalex.org/W4293737289","https://openalex.org/W791927757","https://openalex.org/W2359633702","https://openalex.org/W2033307681","https://openalex.org/W3153582293"],"abstract_inverted_index":{"Present-day":[0],"deep":[1],"learning-based":[2],"motion":[3,173],"deblurring":[4,103,180,192],"methods":[5],"utilize":[6,95],"the":[7,43,46,55,107,124,145,167],"pair":[8],"of":[9,45,66,102,109,128,169],"synthetic":[10,47],"blur":[11],"and":[12,90,158,171,184],"sharp":[13,130],"data":[14,67,82],"to":[15,155,164,189],"regress":[16],"any":[17],"particular":[18],"framework.":[19],"This":[20,151],"task":[21],"is":[22,68,115,137,153],"designed":[23],"for":[24,70],"directly":[25],"translating":[26],"a":[27,63,118],"blurry":[28,48,81],"image":[29],"input":[30],"into":[31],"its":[32,129],"restored":[33],"version":[34,126],"as":[35],"output.":[36],"The":[37,112,134],"aforementioned":[38],"approach":[39],"relies":[40],"heavily":[41],"on":[42],"quality":[44],"data,":[49],"which":[50],"are":[51],"only":[52],"available":[53],"before":[54],"training":[56,89],"stage.":[57],"Handling":[58],"this":[59,75,177],"issue":[60],"by":[61,77,117],"providing":[62,78],"large":[64],"amount":[65],"expensive":[69],"common":[71],"usage.":[72],"We":[73],"answer":[74],"challenge":[76],"an":[79,99],"on-the-fly":[80],"augmenter":[83],"that":[84,105,122],"can":[85],"be":[86],"run":[87],"during":[88,161],"test":[91],"stages.":[92],"To":[93],"fully":[94,165],"it,":[96],"we":[97],"incorporate":[98],"unorthodox":[100],"scheme":[101],"framework":[104],"employs":[106],"sequence":[108],"blur-deblur-reblur-deblur":[110],"steps.":[111],"reblur":[113],"step":[114],"assisted":[116],"reblurring":[119],"module":[120,136,181],"(synthesizer)":[121],"provides":[123],"reblurred":[125],"(pseudo-blur)":[127],"or":[131],"deblurred":[132],"counterpart.":[133],"proposed":[135],"also":[138],"equipped":[139],"with":[140],"hand-crafted":[141],"prior":[142,152],"extracted":[143],"using":[144],"state-of-the-art":[146,191],"human":[147,157],"body":[148],"statistical":[149],"model.":[150],"employed":[154],"map":[156],"non-human":[159],"regions":[160],"adversarial":[162],"learning":[163],"perceive":[166],"characteristics":[168],"human-articulated":[170],"scene":[172],"blurs.":[174],"By":[175],"engaging":[176],"approach,":[178],"our":[179],"becomes":[182],"adaptive":[183],"achieves":[185],"superior":[186],"outcomes":[187],"compared":[188],"recent":[190],"algorithms.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}