{"id":"https://openalex.org/W4322097768","doi":"https://doi.org/10.1145/3577117.3577126","title":"Enhanced Multi-Attention Network for Single Image Super-resolution","display_name":"Enhanced Multi-Attention Network for Single Image Super-resolution","publication_year":2022,"publication_date":"2022-11-18","ids":{"openalex":"https://openalex.org/W4322097768","doi":"https://doi.org/10.1145/3577117.3577126"},"language":"en","primary_location":{"id":"doi:10.1145/3577117.3577126","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3577117.3577126","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 6th International Conference on Advances in Image Processing","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0001-8224-0996"},"institutions":[{"id":"https://openalex.org/I4210116001","display_name":"Guiyang University","ror":"https://ror.org/025edj240","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116001"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["Guiyang University, China"],"raw_orcid":"https://orcid.org/0000-0001-8224-0996","affiliations":[{"raw_affiliation_string":"Guiyang University, China","institution_ids":["https://openalex.org/I4210116001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673924","display_name":"Kai Zeng","orcid":"https://orcid.org/0000-0003-3440-1585"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Zeng","raw_affiliation_strings":["South China University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-3440-1585","affiliations":[{"raw_affiliation_string":"South China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032989878","display_name":"Jiachun Zheng","orcid":"https://orcid.org/0000-0003-4101-2123"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiachun Zheng","raw_affiliation_strings":["South China University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-4101-2123","affiliations":[{"raw_affiliation_string":"South China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086749490","display_name":"Xiangyu Yu","orcid":"https://orcid.org/0000-0001-9215-3810"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyu Yu","raw_affiliation_strings":["South China University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0001-9215-3810","affiliations":[{"raw_affiliation_string":"South China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2773,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64095544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"67","last_page":"73"},"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":0.996399998664856,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9962000250816345,"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":0.8263034820556641},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7323970794677734},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6640415787696838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6086201667785645},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6083793640136719},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5926145315170288},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5432333946228027},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5390059947967529},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5374572277069092},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5222945213317871},{"id":"https://openalex.org/keywords/attention-network","display_name":"Attention network","score":0.49769309163093567},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.46623843908309937},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.455039918422699},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42747071385383606},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.42111051082611084},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4163259267807007},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34842729568481445},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08921763300895691}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8263034820556641},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7323970794677734},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6640415787696838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6086201667785645},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6083793640136719},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5926145315170288},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5432333946228027},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5390059947967529},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5374572277069092},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5222945213317871},{"id":"https://openalex.org/C2993807640","wikidata":"https://www.wikidata.org/wiki/Q103709453","display_name":"Attention network","level":2,"score":0.49769309163093567},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.46623843908309937},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.455039918422699},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42747071385383606},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.42111051082611084},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4163259267807007},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34842729568481445},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08921763300895691},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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":1,"locations":[{"id":"doi:10.1145/3577117.3577126","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3577117.3577126","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 6th International Conference on Advances in Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W134193804","https://openalex.org/W935139217","https://openalex.org/W1791560514","https://openalex.org/W1885185971","https://openalex.org/W1919542679","https://openalex.org/W1930824406","https://openalex.org/W2047920195","https://openalex.org/W2054515210","https://openalex.org/W2098506229","https://openalex.org/W2121927366","https://openalex.org/W2192954843","https://openalex.org/W2194775991","https://openalex.org/W2214802144","https://openalex.org/W2242218935","https://openalex.org/W2331128040","https://openalex.org/W2503339013","https://openalex.org/W2580080206","https://openalex.org/W2739757502","https://openalex.org/W2752782242","https://openalex.org/W2769221444","https://openalex.org/W2866634454","https://openalex.org/W2891639959","https://openalex.org/W2953823547","https://openalex.org/W2954930822","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2963495494","https://openalex.org/W2963606198","https://openalex.org/W2963794428","https://openalex.org/W2963949217","https://openalex.org/W3034247386","https://openalex.org/W3034752215","https://openalex.org/W3035467803","https://openalex.org/W3101659800","https://openalex.org/W3133531783","https://openalex.org/W4236965008","https://openalex.org/W4240951038"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4285411112","https://openalex.org/W2085033728","https://openalex.org/W2171299904","https://openalex.org/W4390494008","https://openalex.org/W4289655544","https://openalex.org/W2044092692","https://openalex.org/W2547665164","https://openalex.org/W3103111272","https://openalex.org/W2005223122"],"abstract_inverted_index":{"Recent":[0],"research":[1],"on":[2,43],"single":[3],"image":[4],"super-resolution(SISR)":[5],"shows":[6],"that":[7,78,139],"deep":[8],"convolutional":[9],"neural":[10],"networks(DCNNs)":[11],"with":[12],"attention":[13,21,29,54,68,110],"mechanism":[14,22,30,55],"present":[15],"a":[16,86,120],"better":[17,145],"improvement.":[18],"Each":[19],"different":[20,49],"has":[23,31,56],"its":[24],"distinct":[25],"focus.":[26],"Specifically,":[27],"channel":[28,50],"the":[32,36,44,57,61,70,79,91,115,129,132,140],"capacity":[33],"to":[34,59,69,88,113,127],"enhance":[35],"influence":[37],"of":[38,46,63,72,81,93,108,117,131,136],"critical":[39],"channels":[40],"by":[41,66],"focusing":[42],"expression":[45,71],"characteristics":[47],"at":[48],"levels,":[51],"and":[52,147],"pixel":[53,74],"ability":[58],"improve":[60,90,114],"quality":[62,92],"reconstructed":[64],"images":[65],"paying":[67],"spatial":[73],"features.":[75],"We":[76],"believe":[77],"combination":[80],"these":[82],"two":[83,109],"mechanisms":[84],"is":[85,103,125],"way":[87],"further":[89],"super-resolution":[94],"image.":[95],"In":[96],"this":[97],"paper,":[98],"an":[99],"enhanced":[100],"multi-attention":[101,142],"network(EMAN)":[102],"proposed,":[104],"which":[105],"contains":[106],"advantages":[107],"mechanisms.":[111],"Besides,":[112],"utilization":[116],"high-frequency":[118],"information,":[119],"novel":[121],"edge-based":[122],"loss":[123],"function":[124],"added":[126],"boost":[128],"learning":[130],"edge":[133],"region.":[134],"Plenty":[135],"experiments":[137],"show":[138],"proposed":[141],"network":[143],"achieves":[144],"accuracy":[146],"visual":[148],"effect":[149],"against":[150],"single-attention":[151],"methods.":[152]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2023-02-26T00:00:00"}
