{"id":"https://openalex.org/W2970362978","doi":"https://doi.org/10.1109/icip.2019.8804409","title":"PRED: A Parallel Network for Handling Multiple Degradations via Single Model in Single Image Super-Resolution","display_name":"PRED: A Parallel Network for Handling Multiple Degradations via Single Model in Single Image Super-Resolution","publication_year":2019,"publication_date":"2019-08-26","ids":{"openalex":"https://openalex.org/W2970362978","doi":"https://doi.org/10.1109/icip.2019.8804409","mag":"2970362978"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2019.8804409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8804409","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","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/A5058670182","display_name":"Guangyang Wu","orcid":"https://orcid.org/0000-0002-9537-2944"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangyang Wu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021558189","display_name":"Lili Zhao","orcid":"https://orcid.org/0000-0002-5182-7230"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lili Zhao","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354895","display_name":"Wenyi Wang","orcid":"https://orcid.org/0000-0003-1619-0294"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyi Wang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102918460","display_name":"Liaoyuan Zeng","orcid":"https://orcid.org/0000-0002-7524-5227"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liaoyuan Zeng","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100689467","display_name":"Jianwen Chen","orcid":"https://orcid.org/0000-0002-5987-148X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwen Chen","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058670182"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.1012,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.43454996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"2881","last_page":"2885"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9962999820709229,"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":0.9908000230789185,"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":0.7882280349731445},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7422549724578857},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7367168664932251},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6254510879516602},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5738409757614136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5468631386756897},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.543895423412323},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5212469696998596},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5057547092437744},{"id":"https://openalex.org/keywords/superresolution","display_name":"Superresolution","score":0.453146755695343},{"id":"https://openalex.org/keywords/low-resolution","display_name":"Low resolution","score":0.41566234827041626},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4130484461784363},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36108267307281494},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.3580544590950012},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35649001598358154},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.0678553581237793}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7882280349731445},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7422549724578857},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7367168664932251},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6254510879516602},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5738409757614136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5468631386756897},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.543895423412323},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5212469696998596},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5057547092437744},{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.453146755695343},{"id":"https://openalex.org/C3019883945","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Low resolution","level":3,"score":0.41566234827041626},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4130484461784363},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36108267307281494},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.3580544590950012},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35649001598358154},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0678553581237793},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2019.8804409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8804409","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W7682646","https://openalex.org/W935139217","https://openalex.org/W1522301498","https://openalex.org/W1791560514","https://openalex.org/W1885185971","https://openalex.org/W2047920195","https://openalex.org/W2121927366","https://openalex.org/W2140257560","https://openalex.org/W2202656999","https://openalex.org/W2242218935","https://openalex.org/W2284050935","https://openalex.org/W2345557152","https://openalex.org/W2417716951","https://openalex.org/W2471801048","https://openalex.org/W2476548250","https://openalex.org/W2535388113","https://openalex.org/W2612445135","https://openalex.org/W2888285221","https://openalex.org/W2963163009","https://openalex.org/W2963372104","https://openalex.org/W2963454111","https://openalex.org/W2963685250","https://openalex.org/W2964121744","https://openalex.org/W4297775537","https://openalex.org/W6600294690","https://openalex.org/W6624640001","https://openalex.org/W6631190155","https://openalex.org/W6638194035","https://openalex.org/W6690498163","https://openalex.org/W6695676441","https://openalex.org/W6720275808","https://openalex.org/W6729060410","https://openalex.org/W6737664043","https://openalex.org/W6739879593","https://openalex.org/W6754089586"],"related_works":["https://openalex.org/W4379117832","https://openalex.org/W1545927159","https://openalex.org/W3004000015","https://openalex.org/W2559771220","https://openalex.org/W4288598071","https://openalex.org/W3122142891","https://openalex.org/W3131720768","https://openalex.org/W4296995023","https://openalex.org/W2070173637","https://openalex.org/W3097784260"],"abstract_inverted_index":{"Existing":[0],"SISR":[1],"(single":[2],"image":[3,12],"super-resolution)":[4],"methods":[5],"mostly":[6],"assume":[7],"that":[8,86],"a":[9,41],"low-resolution":[10],"(LR)":[11],"is":[13,31],"bicubicly":[14],"down-sampled":[15],"from":[16],"its":[17],"high-resolution":[18],"(HR)":[19],"counterpart,":[20],"which":[21,69],"inevitably":[22],"give":[23],"rise":[24],"to":[25,54,58],"poor":[26],"performance":[27],"when":[28],"the":[29,56,62,72,75,87],"degradation":[30],"out":[32],"of":[33,74],"assumption.":[34],"To":[35],"address":[36],"this":[37],"issue,":[38],"we":[39],"propose":[40],"framework":[42],"PRED":[43],"(parallel":[44],"residual":[45],"and":[46],"encoder-decoder":[47],"network)":[48],"with":[49],"an":[50],"innovative":[51],"training":[52],"strategy":[53],"enhance":[55],"robustness":[57],"multiple":[59,97],"degradations.":[60],"Consequently,":[61],"network":[63],"can":[64,90],"handle":[65],"spatially":[66],"variant":[67],"degradations,":[68,98],"significantly":[70],"improves":[71],"practicability":[73],"proposed":[76,88],"method.":[77],"Extensive":[78],"experimental":[79],"results":[80,95],"on":[81,96],"real":[82],"LR":[83],"images":[84],"show":[85],"method":[89],"not":[91],"only":[92],"produce":[93],"favorable":[94],"but":[99],"also":[100],"reconstruct":[101],"visually":[102],"plausible":[103],"HR":[104],"images.":[105]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}