{"id":"https://openalex.org/W4415443960","doi":"https://doi.org/10.1109/access.2025.3624580","title":"DRDB: A Dense Residual Dense Block With AdIN and CAB-SE for High-Fidelity Image Super-Resolution","display_name":"DRDB: A Dense Residual Dense Block With AdIN and CAB-SE for High-Fidelity Image Super-Resolution","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415443960","doi":"https://doi.org/10.1109/access.2025.3624580"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3624580","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3624580","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2025.3624580","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000218145","display_name":"Mokhammad Mirza Etnisa Haqiqi","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Mokhammad Mirza Etnisa Haqiqi","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia, Depok, Indonesia","Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia, Kampus Baru UI Depok, Indonesia"],"raw_orcid":"https://orcid.org/0009-0000-4550-7380","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]},{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia, Kampus Baru UI Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015237934","display_name":"Ajib Setyo Arifin","orcid":"https://orcid.org/0000-0002-4648-6347"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ajib Setyo Arifin","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia, Depok, Indonesia","Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia, Kampus Baru UI Depok, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-4648-6347","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]},{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia, Kampus Baru UI Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068103065","display_name":"Arief Suryadi Satyawan","orcid":"https://orcid.org/0000-0002-0271-9428"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Arief Suryadi Satyawan","raw_affiliation_strings":["Research Center for Telecommunication, National Research and Innovation Agency, Bandung, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-0271-9428","affiliations":[{"raw_affiliation_string":"Research Center for Telecommunication, National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000272161","display_name":"Nizar Alam Hamdani","orcid":"https://orcid.org/0000-0003-3072-239X"},"institutions":[{"id":"https://openalex.org/I4210121505","display_name":"Universitas Garut","ror":"https://ror.org/02pa24904","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210121505"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nizar Alam Hamdani","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Universitas Garut, Garut, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-3072-239X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Universitas Garut, Garut, Indonesia","institution_ids":["https://openalex.org/I4210121505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112231302","display_name":"Pamungkas Daud","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Pamungkas Daud","raw_affiliation_strings":["Research Center for Telecommunication, National Research and Innovation Agency, Bandung, Indonesia"],"raw_orcid":"https://orcid.org/0009-0009-2022-8452","affiliations":[{"raw_affiliation_string":"Research Center for Telecommunication, National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028232557","display_name":"Deni Permana Kurniadi","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Deni Permana Kurniadi","raw_affiliation_strings":["Research Center for Telecommunication, National Research and Innovation Agency, Bandung, Indonesia"],"raw_orcid":"https://orcid.org/0009-0009-8288-4455","affiliations":[{"raw_affiliation_string":"Research Center for Telecommunication, National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5000218145"],"corresponding_institution_ids":["https://openalex.org/I29617571"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4078696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"189329","last_page":"189343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9961000084877014,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9961000084877014,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9944000244140625,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7174000144004822},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6238999962806702},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6161999702453613},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.6000000238418579},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5189999938011169},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45509999990463257},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.44110000133514404},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4359000027179718},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.4269999861717224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7932000160217285},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7174000144004822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6388999819755554},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6238999962806702},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6161999702453613},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.6000000238418579},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5189999938011169},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45509999990463257},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4456000030040741},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.44110000133514404},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4359000027179718},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.4269999861717224},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.40529999136924744},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3874000012874603},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.3853999972343445},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3840000033378601},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.36649999022483826},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.3402000069618225},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.335099995136261},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3174000084400177},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.29109999537467957},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2854999899864197},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.2782000005245209},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.25220000743865967}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3624580","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3624580","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b0f3e5b0bc424cb4b44c76032548d2b7","is_oa":true,"landing_page_url":"https://doaj.org/article/b0f3e5b0bc424cb4b44c76032548d2b7","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 189329-189343 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3624580","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3624580","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Image":[0],"super-resolution":[1,31,172],"(SR)":[2],"is":[3,96,119],"a":[4,29,50,109,115,165],"fundamental":[5],"yet":[6],"challenging":[7],"task":[8],"in":[9,83,151],"computer":[10],"vision,":[11],"aiming":[12],"to":[13,39,64,98,121,132],"reconstruct":[14],"high-resolution":[15],"(HR)":[16],"images":[17],"from":[18],"low-resolution":[19],"(LR)":[20],"inputs.":[21],"To":[22,86],"address":[23],"these":[24],"limitations,":[25],"this":[26,162],"paper":[27],"proposes":[28],"novel":[30],"framework":[32,48],"that":[33,144],"integrates":[34],"several":[35],"advanced":[36],"architectural":[37,183],"components":[38],"enhance":[40,87],"image":[41],"reconstruction":[42],"quality.":[43],"At":[44],"its":[45],"core,":[46],"the":[47,130,145],"introduces":[49],"Dense":[51,53],"Residual":[52],"Block":[54,112],"(DRDB),":[55],"which":[56],"incorporates":[57],"residual":[58],"dense":[59],"connectivity":[60],"and":[61,67,71,79,89,125,158,167,178],"dual-pathway":[62],"processing":[63],"effectively":[65],"extract":[66],"fuse":[68],"both":[69],"low-":[70],"high-level":[72],"features.":[73],"This":[74],"design":[75],"improves":[76],"feature":[77,102,127,179],"representation":[78],"mitigates":[80],"gradient":[81],"vanishing":[82],"deeper":[84],"networks.":[85],"flexibility":[88],"visual":[90,156],"consistency,":[91],"Adaptive":[92],"Instance":[93],"Normalization":[94],"(AdIN)":[95],"employed":[97],"dynamically":[99],"align":[100],"channel-wise":[101,124],"statistics":[103],"while":[104],"preserving":[105],"structural":[106],"information.":[107],"Additionally,":[108],"Channel":[110],"Attention":[111],"(CAB)":[113],"with":[114],"Squeeze-and-Excitation":[116],"(CAB-SE)":[117],"mechanism":[118],"embedded":[120],"adaptively":[122],"recalibrate":[123],"spatial":[126],"importance,":[128],"allowing":[129],"network":[131],"focus":[133],"on":[134,139],"salient":[135],"regions.":[136],"Experimental":[137],"results":[138],"standard":[140],"SR":[141],"benchmarks":[142],"demonstrate":[143],"proposed":[146],"method":[147],"outperforms":[148],"existing":[149],"approaches":[150],"terms":[152],"of":[153],"texture":[154],"reconstruction,":[155],"fidelity,":[157],"computational":[159],"efficiency.":[160],"Overall,":[161],"work":[163],"presents":[164],"scalable":[166],"effective":[168],"solution":[169],"for":[170],"deep":[171],"tasks,":[173],"offering":[174],"improved":[175],"generalization,":[176],"adaptability,":[177],"enhancement":[180],"through":[181],"synergistic":[182],"integration.":[184]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-24T00:00:00"}