{"id":"https://openalex.org/W4283271720","doi":"https://doi.org/10.1145/3529836.3529939","title":"Brain MR Images Super-Resolution with the Consistent Features","display_name":"Brain MR Images Super-Resolution with the Consistent Features","publication_year":2022,"publication_date":"2022-02-18","ids":{"openalex":"https://openalex.org/W4283271720","doi":"https://doi.org/10.1145/3529836.3529939"},"language":"en","primary_location":{"id":"doi:10.1145/3529836.3529939","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3529836.3529939","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3529836.3529939","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Machine Learning and Computing (ICMLC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3529836.3529939","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067032063","display_name":"Senrong You","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Senrong You","raw_affiliation_strings":["Center for Biomedical Information Technology, Institute of Advanced Computing and Digital Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China and University of Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Information Technology, Institute of Advanced Computing and Digital Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China and University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033047627","display_name":"Yanyan Shen","orcid":"https://orcid.org/0000-0003-0639-2925"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Shen","raw_affiliation_strings":["Center for Internet of Things Computing, Institute of Advanced Computing and Digital Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Center for Internet of Things Computing, Institute of Advanced Computing and Digital Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083319940","display_name":"Guo\u2013Cheng Wu","orcid":"https://orcid.org/0000-0002-1946-6770"},"institutions":[{"id":"https://openalex.org/I4210117337","display_name":"Neijiang Normal University","ror":"https://ror.org/02bc8tz70","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210117337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guocheng Wu","raw_affiliation_strings":["Data Recovery Key Laboratory of Sichuan Province, College of Mathematics and Information Science, Neijiang Normal University, China"],"affiliations":[{"raw_affiliation_string":"Data Recovery Key Laboratory of Sichuan Province, College of Mathematics and Information Science, Neijiang Normal University, China","institution_ids":["https://openalex.org/I4210117337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082547911","display_name":"Shuqiang Wang","orcid":"https://orcid.org/0000-0003-1119-320X"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqiang Wang","raw_affiliation_strings":["Center for Biomedical Information Technology, Institute of Advanced Computing and Digital Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Information Technology, Institute of Advanced Computing and Digital Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067032063"],"corresponding_institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.5104,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.63214338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"501","last_page":"506"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9983999729156494,"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":0.9955000281333923,"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":0.7670629024505615},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.7022401690483093},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6719920635223389},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6540734767913818},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6490787267684937},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6488256454467773},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.6094658374786377},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5764697790145874},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5444924831390381},{"id":"https://openalex.org/keywords/low-resolution","display_name":"Low resolution","score":0.5435041189193726},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.5415210723876953},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.538959264755249},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4882567226886749},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45154353976249695},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4367269277572632},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42930272221565247},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09094506502151489},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.053889572620391846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7670629024505615},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.7022401690483093},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6719920635223389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6540734767913818},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6490787267684937},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6488256454467773},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.6094658374786377},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5764697790145874},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5444924831390381},{"id":"https://openalex.org/C3019883945","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Low resolution","level":3,"score":0.5435041189193726},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.5415210723876953},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.538959264755249},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4882567226886749},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45154353976249695},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4367269277572632},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42930272221565247},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09094506502151489},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.053889572620391846},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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/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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3529836.3529939","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3529836.3529939","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3529836.3529939","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Machine Learning and Computing (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3529836.3529939","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3529836.3529939","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3529836.3529939","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Machine Learning and Computing (ICMLC)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4411101143","display_name":null,"funder_award_id":"2020010","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G5700624122","display_name":null,"funder_award_id":"XDB38040200","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G6664062044","display_name":null,"funder_award_id":"2018050","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G6964043487","display_name":null,"funder_award_id":"2021_1_1","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7243860151","display_name":null,"funder_award_id":"38040200","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7543207644","display_name":null,"funder_award_id":"2020071","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G8426180841","display_name":null,"funder_award_id":"202001","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283271720.pdf","grobid_xml":"https://content.openalex.org/works/W4283271720.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1885185971","https://openalex.org/W1971556651","https://openalex.org/W2011019850","https://openalex.org/W2022983225","https://openalex.org/W2078179989","https://openalex.org/W2078524519","https://openalex.org/W2133665775","https://openalex.org/W2146299228","https://openalex.org/W2555963685","https://openalex.org/W2802431269","https://openalex.org/W2807662734","https://openalex.org/W2811066123","https://openalex.org/W2890139949","https://openalex.org/W2908469802","https://openalex.org/W2910603148","https://openalex.org/W2953977469","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2964297772","https://openalex.org/W2966737464","https://openalex.org/W2976922789","https://openalex.org/W2979924375","https://openalex.org/W2995072672","https://openalex.org/W3003213187","https://openalex.org/W3016044763","https://openalex.org/W3020887200","https://openalex.org/W3027389156","https://openalex.org/W3035574324","https://openalex.org/W3089973229","https://openalex.org/W3091271707","https://openalex.org/W3101500493","https://openalex.org/W3102018640","https://openalex.org/W3135367079","https://openalex.org/W3137895856","https://openalex.org/W3176913662","https://openalex.org/W3180391059","https://openalex.org/W3204772083","https://openalex.org/W3210000514","https://openalex.org/W3215399882","https://openalex.org/W4225724954"],"related_works":["https://openalex.org/W2372020181","https://openalex.org/W2156531654","https://openalex.org/W4378714697","https://openalex.org/W1581723585","https://openalex.org/W2294330161","https://openalex.org/W2804553224","https://openalex.org/W4283822356","https://openalex.org/W1950940422","https://openalex.org/W2129146436","https://openalex.org/W2253069048"],"abstract_inverted_index":{"Magnetic":[0],"resonance":[1,28],"imaging":[2],"plays":[3],"an":[4],"important":[5],"role":[6],"in":[7],"auxiliary":[8],"diagnosis":[9],"and":[10,19,63,88,96,102,116],"brain":[11],"exploration.":[12],"However,":[13],"limited":[14],"by":[15],"hardware,":[16],"scanning":[17],"time":[18],"cost,":[20],"it\u2019s":[21],"challenging":[22],"to":[23,43,58,75,82],"acquire":[24],"high-resolution":[25,97],"(HR)":[26],"magnetic":[27],"(MR)":[29],"image":[30],"clinically.":[31],"In":[32],"this":[33],"paper,":[34],"consistent":[35,92],"feature":[36],"generative":[37],"adversarial":[38],"network":[39],"(CFGAN)":[40],"is":[41,56,73],"proposed":[42],"produce":[44],"HR":[45],"MR":[46],"images":[47],"from":[48,80],"the":[49,60,77,86,90,112],"low-resolution":[50,95],"counterparts.":[51],"Specifically,":[52],"a":[53,70],"consistent-features":[54],"encoder":[55,87],"employed":[57],"extract":[59],"multi-scales":[61],"features":[62,93],"encode":[64],"them":[65],"into":[66],"latent":[67,78],"codes.":[68],"Then,":[69],"progressive":[71],"generator":[72],"utilized":[74],"decode":[76],"codes":[79],"high-level":[81],"low-level":[83],"features.":[84],"With":[85],"generator,":[89],"shared":[91],"between":[94],"can":[98],"be":[99],"fully":[100],"extracted":[101],"recovered.":[103],"Experiments":[104],"on":[105],"ADNI":[106],"dataset":[107],"demonstrate":[108],"that":[109],"CFGAN":[110],"outperforms":[111],"competing":[113],"methods":[114],"quantitatively":[115],"qualitatively.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}