{"id":"https://openalex.org/W3185062549","doi":"https://doi.org/10.1155/2021/5519508","title":"Generative Adversarial Network-Based Edge-Preserving Superresolution Reconstruction of Infrared Images","display_name":"Generative Adversarial Network-Based Edge-Preserving Superresolution Reconstruction of Infrared Images","publication_year":2021,"publication_date":"2021-07-21","ids":{"openalex":"https://openalex.org/W3185062549","doi":"https://doi.org/10.1155/2021/5519508","mag":"3185062549"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5519508","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5519508","pdf_url":"https://downloads.hindawi.com/journals/ijdmb/2021/5519508.pdf","source":{"id":"https://openalex.org/S175833906","display_name":"International Journal of Digital Multimedia Broadcasting","issn_l":"1687-7578","issn":["1687-7578","1687-7586"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Multimedia Broadcasting","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/ijdmb/2021/5519508.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100697412","display_name":"Yuqing Zhao","orcid":"https://orcid.org/0000-0003-0091-1624"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuqing Zhao","raw_affiliation_strings":["Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China"],"raw_orcid":"https://orcid.org/0000-0003-0091-1624","affiliations":[{"raw_affiliation_string":"Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101990231","display_name":"Guangyuan Fu","orcid":"https://orcid.org/0000-0003-3393-5884"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyuan Fu","raw_affiliation_strings":["Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016985407","display_name":"Hongqiao Wang","orcid":"https://orcid.org/0000-0003-1887-0891"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongqiao Wang","raw_affiliation_strings":["Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049617591","display_name":"Shaolei Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaolei Zhang","raw_affiliation_strings":["Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001243467","display_name":"Min Yue","orcid":"https://orcid.org/0000-0003-0808-2963"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Yue","raw_affiliation_strings":["Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi\u2019an Research Institute of High-Tech, Shaanxi 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100697412"],"corresponding_institution_ids":["https://openalex.org/I4210130660"],"apc_list":{"value":925,"currency":"USD","value_usd":925},"apc_paid":{"value":925,"currency":"USD","value_usd":925},"fwci":0.0904,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.37793433,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9986000061035156,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.7999253273010254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7837331891059875},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6590539813041687},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6158717274665833},{"id":"https://openalex.org/keywords/superresolution","display_name":"Superresolution","score":0.5657943487167358},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5487249493598938},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5185733437538147},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.49426889419555664},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4649656414985657},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4499012231826782},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4383796751499176},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.42178720235824585},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4188050925731659},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4184717833995819},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.41022989153862},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.10371679067611694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7999253273010254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7837331891059875},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6590539813041687},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6158717274665833},{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.5657943487167358},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5487249493598938},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5185733437538147},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.49426889419555664},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4649656414985657},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4499012231826782},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4383796751499176},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.42178720235824585},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4188050925731659},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4184717833995819},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.41022989153862},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.10371679067611694},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/5519508","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5519508","pdf_url":"https://downloads.hindawi.com/journals/ijdmb/2021/5519508.pdf","source":{"id":"https://openalex.org/S175833906","display_name":"International Journal of Digital Multimedia Broadcasting","issn_l":"1687-7578","issn":["1687-7578","1687-7586"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Multimedia Broadcasting","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f14c08b1acfb450dba6ae787bd97a2e8","is_oa":true,"landing_page_url":"https://doaj.org/article/f14c08b1acfb450dba6ae787bd97a2e8","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,"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":"International Journal of Digital Multimedia Broadcasting, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5519508","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5519508","pdf_url":"https://downloads.hindawi.com/journals/ijdmb/2021/5519508.pdf","source":{"id":"https://openalex.org/S175833906","display_name":"International Journal of Digital Multimedia Broadcasting","issn_l":"1687-7578","issn":["1687-7578","1687-7586"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Multimedia Broadcasting","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3185062549.pdf","grobid_xml":"https://content.openalex.org/works/W3185062549.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1483870316","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1885185971","https://openalex.org/W1973794531","https://openalex.org/W2013395727","https://openalex.org/W2032878472","https://openalex.org/W2042183446","https://openalex.org/W2054273865","https://openalex.org/W2066458376","https://openalex.org/W2070849764","https://openalex.org/W2071804214","https://openalex.org/W2113494422","https://openalex.org/W2133665775","https://openalex.org/W2163605009","https://openalex.org/W2173520492","https://openalex.org/W2194775991","https://openalex.org/W2331128040","https://openalex.org/W2351694701","https://openalex.org/W2388897336","https://openalex.org/W2391101801","https://openalex.org/W2476548250","https://openalex.org/W2523714292","https://openalex.org/W2559655401","https://openalex.org/W2561675875","https://openalex.org/W2564591810","https://openalex.org/W2619122209","https://openalex.org/W2778924750","https://openalex.org/W2809834193","https://openalex.org/W2891158090","https://openalex.org/W2897096148","https://openalex.org/W2897418220","https://openalex.org/W2909712391","https://openalex.org/W2963037989","https://openalex.org/W2963163163","https://openalex.org/W2963470893","https://openalex.org/W2963578539","https://openalex.org/W2963684088","https://openalex.org/W2964024144","https://openalex.org/W2977506575","https://openalex.org/W3001992107","https://openalex.org/W6631190155","https://openalex.org/W6637568146","https://openalex.org/W6661151493","https://openalex.org/W6687483927","https://openalex.org/W6738116181","https://openalex.org/W6755387845"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2757389719","https://openalex.org/W3156763702","https://openalex.org/W2951714568","https://openalex.org/W4377980832","https://openalex.org/W1963814553","https://openalex.org/W2037595954","https://openalex.org/W1988158806","https://openalex.org/W2897769091","https://openalex.org/W2507293823"],"abstract_inverted_index":{"The":[0,134],"convolutional":[1],"neural":[2],"network":[3,70,115],"has":[4,127,144],"achieved":[5],"good":[6,150],"results":[7],"in":[8,141],"the":[9,18,40,52,84,88,96,101,108,112,119,124],"superresolution":[10,33,75,137],"reconstruction":[11,34,138],"of":[12,20,26,35,54,60,87,100,111,123],"single-frame":[13],"images.":[14,82],"However,":[15],"due":[16],"to":[17,72,103,131],"shortcomings":[19],"infrared":[21,36,61,81,135],"images":[22,37,76],"such":[23],"as":[24],"lack":[25],"details,":[27],"poor":[28],"contrast,":[29],"and":[30,43,57,126,149],"blurred":[31],"edges,":[32],"that":[38],"preserves":[39],"edge":[41],"structure":[42],"better":[44],"visual":[45,147],"quality":[46,152],"is":[47],"still":[48],"challenging.":[49],"Aiming":[50],"at":[51],"problems":[53],"low":[55],"resolution":[56],"unclear":[58],"edges":[59],"images,":[62],"this":[63,142],"work":[64,143],"proposes":[65],"a":[66,128],"two-stage":[67],"generative":[68,89,113],"adversarial":[69,90,114],"model":[71],"reconstruct":[73],"realistic":[74,146],"from":[77],"four":[78],"times":[79],"downsampled":[80],"In":[83],"first":[85],"stage":[86,110],"network,":[91],"it":[92],"focuses":[93,116],"on":[94,117],"recovering":[95,118],"overall":[97],"contour":[98],"information":[99,122],"image":[102,106,125,136],"obtain":[104],"clear":[105],"edges;":[107],"second":[109],"detailed":[120],"feature":[121],"stronger":[129],"ability":[130],"express":[132],"details.":[133],"method":[139],"proposed":[140],"highly":[145],"effects":[148],"objective":[151],"evaluation":[153],"results.":[154]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}