{"id":"https://openalex.org/W2967787831","doi":"https://doi.org/10.1109/icassp.2019.8682288","title":"Transform Domain Based Medical Image Super-resolution via Deep Multi-scale Network","display_name":"Transform Domain Based Medical Image Super-resolution via Deep Multi-scale Network","publication_year":2019,"publication_date":"2019-04-17","ids":{"openalex":"https://openalex.org/W2967787831","doi":"https://doi.org/10.1109/icassp.2019.8682288","mag":"2967787831"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2019.8682288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8682288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5068503490","display_name":"Chunpeng Wang","orcid":"https://orcid.org/0000-0002-3742-5614"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunpeng Wang","raw_affiliation_strings":["School of Information, Qilu University of Technology (Shandong Academy of Sciences)"],"affiliations":[{"raw_affiliation_string":"School of Information, Qilu University of Technology (Shandong Academy of Sciences)","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015448716","display_name":"Simiao Wang","orcid":"https://orcid.org/0009-0001-4210-7960"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Simiao Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, Liaoning Technical University"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Liaoning Technical University","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100749734","display_name":"Bin Ma","orcid":"https://orcid.org/0000-0002-9030-7393"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Ma","raw_affiliation_strings":["School of Information, Qilu University of Technology (Shandong Academy of Sciences)"],"affiliations":[{"raw_affiliation_string":"School of Information, Qilu University of Technology (Shandong Academy of Sciences)","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402507","display_name":"Jian Li","orcid":"https://orcid.org/0000-0002-4791-2934"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Li","raw_affiliation_strings":["School of Information, Qilu University of Technology (Shandong Academy of Sciences)"],"affiliations":[{"raw_affiliation_string":"School of Information, Qilu University of Technology (Shandong Academy of Sciences)","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748278","display_name":"Xiangjun Dong","orcid":"https://orcid.org/0000-0002-5364-5844"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangjun Dong","raw_affiliation_strings":["School of Information, Qilu University of Technology (Shandong Academy of Sciences)"],"affiliations":[{"raw_affiliation_string":"School of Information, Qilu University of Technology (Shandong Academy of Sciences)","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089556891","display_name":"Zhiqiu Xia","orcid":"https://orcid.org/0000-0002-9166-697X"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiu Xia","raw_affiliation_strings":["School of Information, Qilu University of Technology (Shandong Academy of Sciences)"],"affiliations":[{"raw_affiliation_string":"School of Information, Qilu University of Technology (Shandong Academy of Sciences)","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068503490"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"],"apc_list":null,"apc_paid":null,"fwci":0.911,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.79103572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2387","last_page":"2391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":1.0,"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":1.0,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9975000023841858,"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":0.9973000288009644,"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/convolution","display_name":"Convolution (computer science)","score":0.7154867053031921},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6705783605575562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.644861102104187},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6314456462860107},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6287413835525513},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5856411457061768},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5539909601211548},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5303312540054321},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5197593569755554},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4347143769264221},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.420526385307312},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3719910979270935},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3415582776069641},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2680281400680542},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18423473834991455},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09514164924621582}],"concepts":[{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7154867053031921},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6705783605575562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.644861102104187},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6314456462860107},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6287413835525513},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5856411457061768},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5539909601211548},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5303312540054321},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5197593569755554},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4347143769264221},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.420526385307312},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3719910979270935},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3415582776069641},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2680281400680542},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18423473834991455},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09514164924621582},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2019.8682288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8682288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":26,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W2083927153","https://openalex.org/W2104262387","https://openalex.org/W2133665775","https://openalex.org/W2214802144","https://openalex.org/W2242218935","https://openalex.org/W2476548250","https://openalex.org/W2503339013","https://openalex.org/W2520164769","https://openalex.org/W2741196023","https://openalex.org/W2747898905","https://openalex.org/W2766486317","https://openalex.org/W2776107444","https://openalex.org/W2787779974","https://openalex.org/W2795024892","https://openalex.org/W2866634454","https://openalex.org/W2963372104","https://openalex.org/W2964101377","https://openalex.org/W2964125708","https://openalex.org/W6602211262","https://openalex.org/W6690498163","https://openalex.org/W6724673846","https://openalex.org/W6726381175","https://openalex.org/W6749094794","https://openalex.org/W6750261844","https://openalex.org/W6753074096"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2498789492","https://openalex.org/W2521347458","https://openalex.org/W2729981612","https://openalex.org/W4233449973","https://openalex.org/W2925692864","https://openalex.org/W2768526084","https://openalex.org/W151988857"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,28,97,117],"new":[4],"medical":[5,138],"image":[6,139],"super-resolution":[7],"(SR)":[8],"network,":[9],"namely":[10],"deep":[11],"multi-scale":[12,32,52,72,76],"network":[13],"(DMSN),":[14],"in":[15,96,106,112],"the":[16,50],"uniform":[17],"discrete":[18],"curvelet":[19],"transform":[20],"(UDCT)":[21],"domain.":[22],"DMSN":[23,111],"is":[24,60],"made":[25],"up":[26],"of":[27,30,44,78,120,128],"set":[29],"cascaded":[31],"fushion":[33],"(MSF)":[34],"blocks.":[35],"In":[36],"each":[37],"MSF":[38,68,80],"block,":[39,81],"we":[40,82,109],"use":[41,83],"convolution":[42],"kernels":[43],"different":[45,79],"sizes":[46],"to":[47,62,88],"adaptively":[48,91],"detect":[49],"local":[51,56,125],"feature,":[53],"and":[54,70,90,124],"then":[55],"residual":[57],"learning":[58],"(LRL)":[59],"used":[61],"learn":[63,92],"effective":[64],"feature":[65,85],"from":[66],"preceding":[67],"block":[69],"current":[71],"features.":[73],"After":[74],"obtaining":[75],"features":[77,95],"global":[84,93,121],"fusion":[86],"(GFF)":[87],"jointly":[89],"hierarchical":[94],"holistic":[98],"manner.":[99],"Finally,":[100],"compared":[101],"with":[102],"other":[103,136],"prediction":[104],"methods":[105],"spatial":[107],"domain,":[108,114],"applied":[110],"UDCT":[113],"which":[115],"enables":[116],"better":[118],"representation":[119],"topological":[122],"structure":[123],"texture":[126],"detail":[127],"HR":[129],"images.":[130],"DM-SN":[131],"shows":[132],"superior":[133],"performance":[134],"over":[135],"state-of-the-art":[137],"SR":[140],"methods.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
