{"id":"https://openalex.org/W4388721148","doi":"https://doi.org/10.1109/iecon51785.2023.10312241","title":"A Lightweight Multi-Scale Based Attention Network for Image Super-Resolution","display_name":"A Lightweight Multi-Scale Based Attention Network for Image Super-Resolution","publication_year":2023,"publication_date":"2023-10-16","ids":{"openalex":"https://openalex.org/W4388721148","doi":"https://doi.org/10.1109/iecon51785.2023.10312241"},"language":"en","primary_location":{"id":"doi:10.1109/iecon51785.2023.10312241","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iecon51785.2023.10312241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","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":"https://openalex.org/A5101701711","display_name":"Yanjie Yang","orcid":"https://orcid.org/0009-0005-2782-8849"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjie Yang","raw_affiliation_strings":["College of Computer Siceence, Chongqing University,Chongqing,China","College of Computer Siceence, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Siceence, Chongqing University,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Computer Siceence, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003071055","display_name":"Jun Luo","orcid":"https://orcid.org/0000-0003-4475-2338"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4391768226","display_name":"State Key Laboratory of Mechanical Transmission","ror":"https://ror.org/054scg060","country_code":null,"type":"facility","lineage":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Luo","raw_affiliation_strings":["Chongqing University,State Key Laboratory of Mechanical Transmissions,Chongqing,China","State Key Laboratory of Mechanical Transmissions, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University,State Key Laboratory of Mechanical Transmissions,Chongqing,China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]},{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmissions, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033390427","display_name":"Huayan Pu","orcid":"https://orcid.org/0000-0001-9830-3955"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4391768226","display_name":"State Key Laboratory of Mechanical Transmission","ror":"https://ror.org/054scg060","country_code":null,"type":"facility","lineage":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huayan Pu","raw_affiliation_strings":["Chongqing University,State Key Laboratory of Mechanical Transmissions,Chongqing,China","State Key Laboratory of Mechanical Transmissions, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University,State Key Laboratory of Mechanical Transmissions,Chongqing,China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]},{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmissions, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107556956","display_name":"Mingliang Zhou","orcid":"https://orcid.org/0000-0002-1874-3641"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Zhou","raw_affiliation_strings":["College of Computer Siceence, Chongqing University,Chongqing,China","College of Computer Siceence, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Siceence, Chongqing University,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Computer Siceence, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084203901","display_name":"Xuekai Wei","orcid":"https://orcid.org/0000-0002-3761-1759"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Xuekai Wei","raw_affiliation_strings":["University of Macau,State Key Laboratory of Internet of Things for Smart City,Department of Electrical and Computer Engineering,Macao,China","Department of Electrical and Computer Engineering, State Key Laboratory of Internet of Things for Smart City, University of Macau, Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Macau,State Key Laboratory of Internet of Things for Smart City,Department of Electrical and Computer Engineering,Macao,China","institution_ids":["https://openalex.org/I204512498","https://openalex.org/I6469544"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, State Key Laboratory of Internet of Things for Smart City, University of Macau, Macao, China","institution_ids":["https://openalex.org/I204512498","https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101664915","display_name":"Taiping Zhang","orcid":"https://orcid.org/0000-0001-9891-4203"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taiping Zhang","raw_affiliation_strings":["College of Computer Siceence, Chongqing University,Chongqing,China","College of Computer Siceence, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Siceence, Chongqing University,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Computer Siceence, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052276737","display_name":"Zhaowei Shang","orcid":"https://orcid.org/0000-0002-1588-1387"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaowei Shang","raw_affiliation_strings":["College of Computer Siceence, Chongqing University,Chongqing,China","College of Computer Siceence, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Siceence, Chongqing University,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Computer Siceence, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":"01","last_page":"06"},"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":0.9973999857902527,"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":0.9965000152587891,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7863845825195312},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.7705261707305908},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6548815965652466},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6254534721374512},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5900236964225769},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5891917943954468},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.575907826423645},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5543326139450073},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4717869460582733},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.4316047728061676},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3449344038963318},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.14415192604064941},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09567373991012573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7863845825195312},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.7705261707305908},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6548815965652466},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6254534721374512},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5900236964225769},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5891917943954468},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.575907826423645},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5543326139450073},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4717869460582733},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.4316047728061676},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3449344038963318},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.14415192604064941},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09567373991012573},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon51785.2023.10312241","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iecon51785.2023.10312241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G2889962487","display_name":null,"funder_award_id":"62176027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W1930824406","https://openalex.org/W2047920195","https://openalex.org/W2121058967","https://openalex.org/W2121927366","https://openalex.org/W2242218935","https://openalex.org/W2747898905","https://openalex.org/W2795024892","https://openalex.org/W2915130236","https://openalex.org/W2928165649","https://openalex.org/W2963645458","https://openalex.org/W2964125708","https://openalex.org/W2976718572","https://openalex.org/W3104028135","https://openalex.org/W3133953507","https://openalex.org/W3138516171","https://openalex.org/W3170026688","https://openalex.org/W3170841864","https://openalex.org/W3174531399","https://openalex.org/W3207918547","https://openalex.org/W4225672218","https://openalex.org/W4226226289","https://openalex.org/W4385245566","https://openalex.org/W6784333009"],"related_works":["https://openalex.org/W2109115373","https://openalex.org/W2390901981","https://openalex.org/W4230691760","https://openalex.org/W4391923333","https://openalex.org/W2393847170","https://openalex.org/W85049056","https://openalex.org/W158465905","https://openalex.org/W577521963","https://openalex.org/W2054277467","https://openalex.org/W3088721469"],"abstract_inverted_index":{"In":[0],"this":[1,29,59],"paper,":[2],"we":[3],"propose":[4],"a":[5,17,47],"lightweight":[6,124],"multi-scale":[7,26,49,86,99,104],"based":[8,87],"attention":[9,37,50,77,88],"network":[10],"(MBAN)":[11],"for":[12,25,39,55,65],"single-image":[13],"super-resolution":[14],"(SISR).":[15],"First,":[16],"deep":[18],"feature":[19,27],"transform":[20],"block":[21,30,51,60],"(DFTB)":[22],"is":[23,53,82],"designed":[24],"extraction;":[28],"combines":[31],"group":[32],"convolution":[33],"and":[34,68,102,110,133],"improved":[35],"channel":[36],"(ICA)":[38],"performance":[40],"purposes":[41],"while":[42],"remaining":[43],"sufficiently":[44],"lightweight.":[45],"Second,":[46],"dual":[48],"(DMAB)":[52],"proposed":[54],"long-range":[56],"information":[57],"interaction;":[58],"employs":[61],"different":[62,72],"window":[63],"sizes":[64],"self-attention":[66],"(SA)":[67],"short":[69],"connections":[70],"between":[71],"branches":[73],"to":[74],"achieve":[75],"multiscale":[76],"interaction.":[78],"Finally,":[79],"our":[80,118],"MBAN":[81,119],"constructed":[83],"by":[84],"cascaded":[85],"blocks":[89,96],"(MBABs)":[90],"that":[91],"perform":[92],"detail":[93],"restoration;":[94],"these":[95],"simultaneously":[97],"extract":[98],"local":[100],"features":[101,106],"integrate":[103],"global":[105],"with":[107],"the":[108,115,121],"DFTBs":[109],"DMABs.":[111],"Extensive":[112],"experiments":[113],"suggest":[114],"superiority":[116],"of":[117,129],"over":[120],"state-of-the-art":[122],"(SOTA)":[123],"SR":[125],"methods":[126],"in":[127],"terms":[128],"both":[130],"quantitative":[131],"metrics":[132],"visual":[134],"quality.":[135]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}