{"id":"https://openalex.org/W4408791925","doi":"https://doi.org/10.1109/access.2025.3553852","title":"Lightweight Image Super-Resolution Reconstruction Guided by Gated Feedback and LatticeFormer","display_name":"Lightweight Image Super-Resolution Reconstruction Guided by Gated Feedback and LatticeFormer","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408791925","doi":"https://doi.org/10.1109/access.2025.3553852"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3553852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3553852","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3553852","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100346595","display_name":"Yao Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I165225704","display_name":"Xizang Minzu University","ror":"https://ror.org/042170a43","country_code":"CN","type":"education","lineage":["https://openalex.org/I165225704"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Fan","raw_affiliation_strings":["College of Information Engineering, Xizang Minzu University, Xianyang, China"],"raw_orcid":"https://orcid.org/0000-0001-5982-7262","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Xizang Minzu University, Xianyang, China","institution_ids":["https://openalex.org/I165225704"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Min Jiang","orcid":"https://orcid.org/0009-0000-6380-6421"},"institutions":[{"id":"https://openalex.org/I165225704","display_name":"Xizang Minzu University","ror":"https://ror.org/042170a43","country_code":"CN","type":"education","lineage":["https://openalex.org/I165225704"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Jiang","raw_affiliation_strings":["College of Information Engineering, Xizang Minzu University, Xianyang, China"],"raw_orcid":"https://orcid.org/0009-0000-6380-6421","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Xizang Minzu University, Xianyang, China","institution_ids":["https://openalex.org/I165225704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100603529","display_name":"Zhaoyang Liu","orcid":"https://orcid.org/0009-0007-3892-7118"},"institutions":[{"id":"https://openalex.org/I165225704","display_name":"Xizang Minzu University","ror":"https://ror.org/042170a43","country_code":"CN","type":"education","lineage":["https://openalex.org/I165225704"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyang Liu","raw_affiliation_strings":["College of Information Engineering, Xizang Minzu University, Xianyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Xizang Minzu University, Xianyang, China","institution_ids":["https://openalex.org/I165225704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111886927","display_name":"Zhiwei Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I165225704","display_name":"Xizang Minzu University","ror":"https://ror.org/042170a43","country_code":"CN","type":"education","lineage":["https://openalex.org/I165225704"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Zhao","raw_affiliation_strings":["College of Information Engineering, Xizang Minzu University, Xianyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Xizang Minzu University, Xianyang, China","institution_ids":["https://openalex.org/I165225704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014178858","display_name":"Lizhi Zheng","orcid":"https://orcid.org/0000-0003-0507-5442"},"institutions":[{"id":"https://openalex.org/I165225704","display_name":"Xizang Minzu University","ror":"https://ror.org/042170a43","country_code":"CN","type":"education","lineage":["https://openalex.org/I165225704"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhi Zheng","raw_affiliation_strings":["College of Information Engineering, Xizang Minzu University, Xianyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Xizang Minzu University, Xianyang, China","institution_ids":["https://openalex.org/I165225704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165225704"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7655,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68160474,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13","issue":null,"first_page":"53214","last_page":"53226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.974399983882904,"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":0.974399983882904,"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":0.9708999991416931,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.929099977016449,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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":0.6796873807907104},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.6451317071914673},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5888639688491821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5098878145217896},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.48815375566482544},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.44181954860687256},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43051883578300476},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3242197334766388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6796873807907104},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.6451317071914673},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5888639688491821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5098878145217896},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.48815375566482544},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.44181954860687256},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43051883578300476},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3242197334766388}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3553852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3553852","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4e01224981754d6fb676429b0e39f4d1","is_oa":true,"landing_page_url":"https://doaj.org/article/4e01224981754d6fb676429b0e39f4d1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 53214-53226 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3553852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3553852","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2752782242","https://openalex.org/W2963372104","https://openalex.org/W2963610452","https://openalex.org/W2963729050","https://openalex.org/W3011856600","https://openalex.org/W3035237927","https://openalex.org/W3138516171","https://openalex.org/W3170026688","https://openalex.org/W3207918547","https://openalex.org/W4206536886","https://openalex.org/W4224209592","https://openalex.org/W4225576932","https://openalex.org/W4287020683","https://openalex.org/W4289639899","https://openalex.org/W4292829111","https://openalex.org/W4310278871","https://openalex.org/W4386076602","https://openalex.org/W4386076603","https://openalex.org/W4390872521","https://openalex.org/W4390872882","https://openalex.org/W4390872911","https://openalex.org/W4391706939","https://openalex.org/W4393159973","https://openalex.org/W4402727866","https://openalex.org/W4402727945","https://openalex.org/W4402753495","https://openalex.org/W4403068436","https://openalex.org/W6838831250","https://openalex.org/W6849772427","https://openalex.org/W6873482631"],"related_works":["https://openalex.org/W2362774332","https://openalex.org/W4249245269","https://openalex.org/W2765548132","https://openalex.org/W2025681766","https://openalex.org/W2542402767","https://openalex.org/W3023086044","https://openalex.org/W2294441925","https://openalex.org/W2142226356","https://openalex.org/W2056165575","https://openalex.org/W3210000161"],"abstract_inverted_index":{"Despite":[0],"the":[1,19,44,61,65,80,85,98,167,178,194,214,217],"excellent":[2],"performance":[3],"of":[4,22,87,112,213],"Transformers":[5],"in":[6,64,193],"image":[7,33,123],"super-resolution":[8,34,124],"reconstruction,":[9],"their":[10],"high":[11],"complexity":[12],"and":[13,41,137,156,173,188,203,224,242],"single":[14],"forward-feed":[15],"information":[16,78],"flow":[17],"limit":[18],"effective":[20,110],"mining":[21],"deep":[23,76],"information.":[24],"To":[25],"address":[26],"this":[27],"issue,":[28],"we":[29],"propose":[30],"a":[31,56,69],"lightweight":[32,122],"reconstruction":[35,45,125],"model":[36,168],"guided":[37],"by":[38,54,170,183,221],"gated":[39,57],"feedback":[40,66],"LatticeFormer.":[42],"Firstly,":[43],"effect":[46],"is":[47,72,219],"significantly":[48],"improved":[49],"without":[50],"adding":[51],"extra":[52],"parameters":[53,169],"proposing":[55],"feedback-LatticeFormer":[58],"block":[59,63,71],"as":[60,132],"basic":[62],"block.":[67],"Then,":[68],"gating":[70],"designed":[73],"to":[74,83,96],"integrate":[75],"global":[77,113],"from":[79],"previous":[81],"iteration":[82],"enhance":[84],"expression":[86],"shallow":[88],"features.":[89],"Finally,":[90],"continuous":[91],"LatticeFormer":[92],"blocks":[93],"are":[94],"constructed":[95],"improve":[97],"network\u2019s":[99],"feature":[100],"extraction":[101],"capability":[102],"further":[103],"using":[104],"an":[105],"attention":[106],"mechanism,":[107],"thus":[108],"achieving":[109],"acquisition":[111],"features":[114],"at":[115],"different":[116],"levels.":[117],"Compared":[118],"with":[119,239],"other":[120],"existing":[121],"methods,":[126],"our":[127,232],"method":[128,233],"on":[129],"datasets":[130],"such":[131],"Set5,":[133],"Set14,":[134],"BSD100,":[135],"Urban100,":[136],"Manga109":[138],"for":[139],"<inline-formula":[140,148,157,195,204],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[141,149,158,196,205],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[142,150,159,197,206],"<tex-math":[143,151,160,198,207],"notation=\"LaTeX\">$2":[144,199],"\\times":[145,153,162,200,209],"$":[146,154,163,201,210],"</tex-math></inline-formula>,":[147,155],"notation=\"LaTeX\">$3":[152],"notation=\"LaTeX\">$4":[161,208],"</tex-math></inline-formula>":[164,202,211],"tasks":[165,212],"reduces":[166],"3%,":[171],"5%,":[172],"7%":[174],"respectively,":[175],"while":[176],"increasing":[177],"Peak":[179],"Signal-to-Noise":[180],"Ratio":[181],"(PSNR)":[182],"0.18-1.05":[184],"dB,":[185,187],"0.17-0.82":[186],"0.18-1.00":[189],"dB":[190,223,226],"respectively.":[191,227],"Additionally,":[192],"Thangka":[215],"dataset,":[216],"PSNR":[218],"increased":[220],"0.89":[222],"0.60":[225],"Experimental":[228],"results":[229],"show":[230],"that":[231],"can":[234],"generate":[235],"high-quality":[236],"reconstructed":[237],"images":[238],"complete":[240],"structures":[241],"clear":[243],"texture":[244],"details.":[245]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}