{"id":"https://openalex.org/W4385734504","doi":"https://doi.org/10.1109/iccta58027.2022.10206110","title":"Blur Detection and Deblurring in Covid-19 Chest X-rays images using Generative Adversarial Networks","display_name":"Blur Detection and Deblurring in Covid-19 Chest X-rays images using Generative Adversarial Networks","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4385734504","doi":"https://doi.org/10.1109/iccta58027.2022.10206110"},"language":"en","primary_location":{"id":"doi:10.1109/iccta58027.2022.10206110","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccta58027.2022.10206110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 32nd International Conference on Computer Theory and Applications (ICCTA)","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/A5003931811","display_name":"Shaheera Rashwan","orcid":"https://orcid.org/0000-0003-3536-5109"},"institutions":[{"id":"https://openalex.org/I4210101365","display_name":"City of Scientific Research and Technological Applications","ror":"https://ror.org/00pft3n23","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210101365"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Shaheera Rashwan","raw_affiliation_strings":["City of Scientific Research and Technological Applications,Informatics Research Institute,New Borg Elarab,Alexandria,Egypt","Informatics Research Institute, City of Scientific Research and Technological Applications, New Borg Elarab, Alexandria, Egypt"],"affiliations":[{"raw_affiliation_string":"City of Scientific Research and Technological Applications,Informatics Research Institute,New Borg Elarab,Alexandria,Egypt","institution_ids":["https://openalex.org/I4210101365"]},{"raw_affiliation_string":"Informatics Research Institute, City of Scientific Research and Technological Applications, New Borg Elarab, Alexandria, Egypt","institution_ids":["https://openalex.org/I4210101365"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084096569","display_name":"Dina Abdelhafiz","orcid":"https://orcid.org/0000-0003-3195-6577"},"institutions":[{"id":"https://openalex.org/I4210101365","display_name":"City of Scientific Research and Technological Applications","ror":"https://ror.org/00pft3n23","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210101365"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Dina Abdelhafiz","raw_affiliation_strings":["City of Scientific Research and Technological Applications,Informatics Research Institute,New Borg Elarab,Alexandria,Egypt","Informatics Research Institute, City of Scientific Research and Technological Applications, New Borg Elarab, Alexandria, Egypt"],"affiliations":[{"raw_affiliation_string":"City of Scientific Research and Technological Applications,Informatics Research Institute,New Borg Elarab,Alexandria,Egypt","institution_ids":["https://openalex.org/I4210101365"]},{"raw_affiliation_string":"Informatics Research Institute, City of Scientific Research and Technological Applications, New Borg Elarab, Alexandria, Egypt","institution_ids":["https://openalex.org/I4210101365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003931811"],"corresponding_institution_ids":["https://openalex.org/I4210101365"],"apc_list":null,"apc_paid":null,"fwci":0.1006,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42968692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"64","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9958999752998352,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9927999973297119,"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/deblurring","display_name":"Deblurring","score":0.9362270832061768},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5883122682571411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5746996998786926},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.574065089225769},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5375762581825256},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5008912086486816},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.485879123210907},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3305416703224182},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.3101864755153656},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.22286954522132874},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11571472883224487}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9362270832061768},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5883122682571411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5746996998786926},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.574065089225769},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5375762581825256},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5008912086486816},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.485879123210907},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3305416703224182},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.3101864755153656},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.22286954522132874},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11571472883224487},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccta58027.2022.10206110","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccta58027.2022.10206110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 32nd International Conference on Computer Theory and Applications (ICCTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334111","display_name":"Innovation Fund","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1916935112","https://openalex.org/W2564023417","https://openalex.org/W2803722020","https://openalex.org/W2963312584","https://openalex.org/W2963996760"],"related_works":["https://openalex.org/W2031788393","https://openalex.org/W791927757","https://openalex.org/W2182590612","https://openalex.org/W3153582293","https://openalex.org/W2905397092","https://openalex.org/W2269775642","https://openalex.org/W3080537281","https://openalex.org/W2289746762","https://openalex.org/W2139384960","https://openalex.org/W2594717635"],"abstract_inverted_index":{"Image":[0],"blur":[1,35,69],"happened":[2],"always":[3,86],"by":[4],"patient\u2019s":[5],"organ":[6],"motion":[7],"and":[8,80,130,139],"it":[9,24,132],"is":[10,55],"one":[11],"of":[12,44,100,147],"the":[13,26,42,53,61,68,78,81,107,121,125,145,148,153,156],"reasons":[14],"for":[15],"image":[16,54,62],"rejection":[17],"in":[18,28,36,63,70,88,155],"radiographic":[19],"diagnostic":[20],"imaging.":[21],"More":[22],"precisely,":[23],"causes":[25],"confusion":[27],"diagnosis.":[29],"In":[30],"our":[31],"paper,":[32],"we":[33,95,105],"detect":[34,67],"Covid-19":[37,90,157],"Chest":[38,158],"X-rays":[39,92,159],"images":[40,93,109],"using":[41,110,137],"variance":[43],"Laplacian":[45],"focus":[46,126],"measure.":[47],"A":[48],"certain":[49],"threshold":[50],"identifies":[51],"if":[52],"blurry":[56,87,108],"or":[57],"not.":[58],"We":[59,123],"divide":[60],"2x2":[64],"blocks":[65],"to":[66,118,151],"each":[71],"block":[72,84],"(patch)":[73],"separately.":[74],"Results":[75,143],"show":[76,144],"that":[77,134],"right":[79],"left":[82],"bottom":[83],"are":[85],"most":[89],"chest":[91],"when":[94],"use":[96],"a":[97,111],"benchmark":[98],"dataset":[99],"1200":[101],"acquired":[102],"images.":[103,122,160],"Then,":[104],"deblur":[106],"deblurring":[112,129,136,149],"technique":[113,150],"based":[114],"on":[115],"deep":[116],"learning":[117],"highly":[119],"enhance":[120],"compute":[124],"measure":[127],"after":[128],"compare":[131],"with":[133],"before":[135],"subjective":[138],"objective":[140],"evaluation":[141],"techniques.":[142],"efficiency":[146],"reduce":[152],"disturbance":[154]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}