{"id":"https://openalex.org/W4289822958","doi":"https://doi.org/10.1109/access.2022.3195295","title":"Improving Image Compression With Adjacent Attention and Refinement Block","display_name":"Improving Image Compression With Adjacent Attention and Refinement Block","publication_year":2022,"publication_date":"2022-08-05","ids":{"openalex":"https://openalex.org/W4289822958","doi":"https://doi.org/10.1109/access.2022.3195295"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3195295","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3195295","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/09845406.pdf","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://ieeexplore.ieee.org/ielx7/6287639/10005208/09845406.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001351632","display_name":"Afsana Ahsan Jeny","orcid":"https://orcid.org/0000-0002-8524-9600"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Afsana Ahsan Jeny","raw_affiliation_strings":["Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033078932","display_name":"Md Baharul Islam","orcid":"https://orcid.org/0000-0002-9928-5776"},"institutions":[{"id":"https://openalex.org/I197854408","display_name":"University of Malta","ror":"https://ror.org/03a62bv60","country_code":"MT","type":"education","lineage":["https://openalex.org/I197854408"]},{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD","MT"],"is_corresponding":false,"raw_author_name":"Md Baharul Islam","raw_affiliation_strings":["Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh","College of Data Science and Engineering, American University of Malta, Bormla, Malta"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"College of Data Science and Engineering, American University of Malta, Bormla, Malta","institution_ids":["https://openalex.org/I197854408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058090242","display_name":"Masum Shah Junayed","orcid":"https://orcid.org/0000-0003-3592-4601"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Masum Shah Junayed","raw_affiliation_strings":["Department of Computer Engineering, Bahçeşehir University, İstanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bahçeşehir University, İstanbul, Turkey","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101433697","display_name":"Debashish Das","orcid":"https://orcid.org/0000-0002-4237-5711"},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Debashish Das","raw_affiliation_strings":["Faculty of Computing, Engineering and the Built Environment, Birmingham City University, Birmingham, U.K"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Engineering and the Built Environment, Birmingham City University, Birmingham, U.K","institution_ids":["https://openalex.org/I12870472"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001351632"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5033,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.63174863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"17613","last_page":"17625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression 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/T10901","display_name":"Advanced Data Compression 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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9994999766349792,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9994000196456909,"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/computer-science","display_name":"Computer science","score":0.6493207216262817},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.6361888647079468},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5660536885261536},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5173161029815674},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.5057668685913086},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4564649164676666},{"id":"https://openalex.org/keywords/color-cell-compression","display_name":"Color Cell Compression","score":0.41889792680740356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38804197311401367},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3867148160934448},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3218143582344055},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.23025226593017578},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.13167205452919006},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1173337996006012},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.0714850127696991},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.06259569525718689}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6493207216262817},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.6361888647079468},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5660536885261536},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5173161029815674},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.5057668685913086},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4564649164676666},{"id":"https://openalex.org/C82804729","wikidata":"https://www.wikidata.org/wiki/Q5148551","display_name":"Color Cell Compression","level":5,"score":0.41889792680740356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38804197311401367},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3867148160934448},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3218143582344055},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.23025226593017578},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.13167205452919006},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1173337996006012},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0714850127696991},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.06259569525718689}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2022.3195295","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3195295","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/09845406.pdf","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:www.open-access.bcu.ac.uk:13451","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402654","display_name":"BCU Open Access Repository (Birmingham City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12870472","host_organization_name":"Birmingham City University","host_organization_lineage":["https://openalex.org/I12870472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:db6eb3b10bdc40ef8e5f29474c197d23","is_oa":true,"landing_page_url":"https://doaj.org/article/db6eb3b10bdc40ef8e5f29474c197d23","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 17613-17625 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3195295","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3195295","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/09845406.pdf","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":[{"id":"https://openalex.org/G3927700610","display_name":null,"funder_award_id":"118C301","funder_id":"https://openalex.org/F4320322626","funder_display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu"}],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4289822958.pdf","grobid_xml":"https://content.openalex.org/works/W4289822958.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W2064076387","https://openalex.org/W2077646121","https://openalex.org/W2099563019","https://openalex.org/W2114550641","https://openalex.org/W2129652681","https://openalex.org/W2140196014","https://openalex.org/W2146395539","https://openalex.org/W2178928294","https://openalex.org/W2552465432","https://openalex.org/W2597747080","https://openalex.org/W2604392022","https://openalex.org/W2752782242","https://openalex.org/W2785562966","https://openalex.org/W2884585870","https://openalex.org/W2893920456","https://openalex.org/W2938908220","https://openalex.org/W2950217418","https://openalex.org/W2951025380","https://openalex.org/W2962676454","https://openalex.org/W2962891349","https://openalex.org/W2963091558","https://openalex.org/W2963149687","https://openalex.org/W2963447011","https://openalex.org/W2964098744","https://openalex.org/W2968236154","https://openalex.org/W2969295236","https://openalex.org/W2981613960","https://openalex.org/W2987761193","https://openalex.org/W3002874204","https://openalex.org/W3034469748","https://openalex.org/W3034811322","https://openalex.org/W3097448661","https://openalex.org/W3109890105","https://openalex.org/W3110308124","https://openalex.org/W3127824417","https://openalex.org/W3131427579","https://openalex.org/W3157956104","https://openalex.org/W3170851022","https://openalex.org/W4287605633","https://openalex.org/W4294567867","https://openalex.org/W4297659253","https://openalex.org/W4317038594","https://openalex.org/W6631190155","https://openalex.org/W6694251005","https://openalex.org/W6734035190","https://openalex.org/W6738494155","https://openalex.org/W6741057705","https://openalex.org/W6752626564","https://openalex.org/W6754634825","https://openalex.org/W6755487101","https://openalex.org/W6758681311","https://openalex.org/W6761436890","https://openalex.org/W6763509872","https://openalex.org/W6764072591","https://openalex.org/W6764407433"],"related_works":["https://openalex.org/W2339723633","https://openalex.org/W2521595930","https://openalex.org/W4243608781","https://openalex.org/W3165542721","https://openalex.org/W1939109514","https://openalex.org/W4378191574","https://openalex.org/W2387043686","https://openalex.org/W2751842002","https://openalex.org/W4313046148","https://openalex.org/W2096442341"],"abstract_inverted_index":{"Recently,":[0],"learned":[1],"image":[2,13,48,65,72,109],"compression":[3,49,73],"algorithms":[4],"have":[5,33],"shown":[6],"incredible":[7],"performance":[8],"compared":[9],"to":[10,68,84],"classic":[11],"hand-crafted":[12],"codecs.":[14],"Despite":[15],"its":[16],"considerable":[17],"achievements,":[18],"the":[19,38,44,70,80,102,107,113,126,132,147,151],"fundamental":[20],"disadvantage":[21],"is":[22],"not":[23],"optimized":[24],"for":[25],"retaining":[26],"local":[27],"redundancies,":[28],"particularly":[29],"non-repetitive":[30],"patterns,":[31],"which":[32,51],"a":[34],"detrimental":[35],"influence":[36],"on":[37,137,150],"reconstruction":[39],"quality.":[40],"This":[41],"paper":[42],"introduces":[43],"autoencoder-style":[45],"network-based":[46],"efficient":[47],"method,":[50],"contains":[52],"three":[53],"novel":[54],"blocks,":[55],"i.e.,":[56],"adjacent":[57,76],"attention":[58,77],"block,":[59,62,67],"Gaussian":[60,98],"merge":[61,99],"and":[63,90,92,124,128,157,159,165,171],"decoded":[64,108],"refinement":[66,110],"improve":[69],"overall":[71],"performance.":[74],"The":[75,97],"block":[78,100,111],"allocates":[79],"additional":[81],"bits":[82],"required":[83],"capture":[85],"spatial":[86],"correlations":[87],"(both":[88],"vertical":[89],"horizontal)":[91],"effectively":[93],"remove":[94],"worthless":[95],"information.":[96],"assists":[101],"rate-distortion":[103],"optimization":[104],"performance,":[105],"while":[106],"improves":[112],"defects":[114],"in":[115,167],"low-resolution":[116],"reconstructed":[117],"images.":[118],"A":[119],"comprehensive":[120],"ablation":[121],"study":[122],"analyzes":[123],"evaluates":[125],"qualitative":[127],"quantitative":[129],"capabilities":[130],"of":[131,169],"proposed":[133],"model.":[134],"Experimental":[135],"results":[136],"two":[138],"publicly":[139],"available":[140],"datasets":[141],"reveal":[142],"that":[143],"our":[144],"method":[145],"outperforms":[146],"state-of-the-art":[148],"methods":[149],"KODAK":[152],"dataset":[153,161],"(by":[154,162],"around":[155],"4dB":[156,164],"5dB)":[158],"CLIC":[160],"about":[163],"3dB)":[166],"terms":[168],"PSNR":[170],"MS-SSIM.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}