{"id":"https://openalex.org/W4403766910","doi":"https://doi.org/10.2139/ssrn.4997190","title":"An In-Depth Analysis of the Progressive Growing Generative Adversarial Network's Capabilities in Upscaling Image Resolution","display_name":"An In-Depth Analysis of the Progressive Growing Generative Adversarial Network's Capabilities in Upscaling Image Resolution","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403766910","doi":"https://doi.org/10.2139/ssrn.4997190"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.4997190","doi":"https://doi.org/10.2139/ssrn.4997190","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4997190","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.4997190","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062051285","display_name":"Kimmi Verma","orcid":"https://orcid.org/0000-0002-9172-9045","observed_orcids":["https://orcid.org/0000-0002-9172-9045"]},"institutions":[{"id":"https://openalex.org/I4387154809","display_name":"ABES Engineering College","ror":"https://ror.org/04hp0cf98","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387154809"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kimmi Verma","raw_affiliation_strings":["ABES Engineering College (ABESEC)","ABES Engineering College (ABESEC), NH-24, GHAZIABAD, Uttar Pradesh 201009, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ABES Engineering College (ABESEC)","institution_ids":["https://openalex.org/I4387154809"]},{"raw_affiliation_string":"ABES Engineering College (ABESEC), NH-24, GHAZIABAD, Uttar Pradesh 201009, India","institution_ids":["https://openalex.org/I4387154809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109857395","display_name":"Setu Garg","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Setu Garg","raw_affiliation_strings":["Department of ECE ITS Engg. College Greater Noida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ECE ITS Engg. College Greater Noida","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103746673","display_name":"Mandeep Kaur","orcid":"https://orcid.org/0009-0000-1955-2620","observed_orcids":["https://orcid.org/0009-0000-1955-2620"]},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]},{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mandeep Kaur","raw_affiliation_strings":["Bennett University","Bennett University, India","Sharda University","Sharda University, Knowledge Park III, Greater Noida, Greater Noida, Uttar Pradesg 201301, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bennett University","institution_ids":["https://openalex.org/I3129773123"]},{"raw_affiliation_string":"Bennett University, India","institution_ids":["https://openalex.org/I3129773123"]},{"raw_affiliation_string":"Sharda University","institution_ids":["https://openalex.org/I74885063"]},{"raw_affiliation_string":"Sharda University, Knowledge Park III, Greater Noida, Greater Noida, Uttar Pradesg 201301, India","institution_ids":["https://openalex.org/I74885063"]}]},{"author_position":"last","author":{"id":null,"display_name":"Aditya Dayal Tyagi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aditya Dayal Tyagi","raw_affiliation_strings":["Sharda University - Department of CSA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sharda University - Department of CSA","institution_ids":["https://openalex.org/I74885063"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062051285"],"corresponding_institution_ids":["https://openalex.org/I4387154809"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9976000189781189,"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":0.9976000189781189,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.0019000000320374966,"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/T11019","display_name":"Image Enhancement Techniques","score":0.00019999999494757503,"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/image-super-resolution","display_name":"image super-resolution","score":0.9100000262260437},{"id":"https://openalex.org/keywords/srcnn","display_name":"SRCNN","score":0.7940000295639038},{"id":"https://openalex.org/keywords/srgan","display_name":"SRGAN","score":0.9990000128746033},{"id":"https://openalex.org/keywords/esrgan","display_name":"ESRGAN","score":0.9990000128746033},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.7710000276565552},{"id":"https://openalex.org/keywords/psnr","display_name":"PSNR","score":0.7419999837875366},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"mean squared error","score":0.8190000057220459},{"id":"https://openalex.org/keywords/image-upsampling","display_name":"image upscaling","score":0.5519999861717224}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8439356088638306},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.669466495513916},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.634863018989563},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6177456974983215},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5626616477966309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5196234583854675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4891546070575714},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39280417561531067}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.4997190","doi":"https://doi.org/10.2139/ssrn.4997190","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4997190","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4997190","doi":"https://doi.org/10.2139/ssrn.4997190","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4997190","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1973788353","https://openalex.org/W1984206673","https://openalex.org/W2040492006","https://openalex.org/W2081385919","https://openalex.org/W2130294849","https://openalex.org/W2131349449","https://openalex.org/W2185175083","https://openalex.org/W2735224642","https://openalex.org/W2791851475","https://openalex.org/W2793154749","https://openalex.org/W2985414621","https://openalex.org/W2998420105","https://openalex.org/W3084368948"],"related_works":["https://openalex.org/W4402952012","https://openalex.org/W4398177254","https://openalex.org/W4384304089","https://openalex.org/W3151241633","https://openalex.org/W4385502533","https://openalex.org/W4416403082","https://openalex.org/W4416924903","https://openalex.org/W4411143719","https://openalex.org/W4225123213","https://openalex.org/W4405586694"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2024-10-26T00:00:00"}