{"id":"https://openalex.org/W4404307275","doi":"https://doi.org/10.1109/access.2024.3496923","title":"Rapid Reconstruction of Acoustic Holograms Using Improved IU-Net With Adaptive Learning Rate Scheduling","display_name":"Rapid Reconstruction of Acoustic Holograms Using Improved IU-Net With Adaptive Learning Rate Scheduling","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404307275","doi":"https://doi.org/10.1109/access.2024.3496923"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3496923","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3496923","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.2024.3496923","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102665523","display_name":"Mingzhe Cui","orcid":"https://orcid.org/0009-0009-6254-9545"},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhe Cui","raw_affiliation_strings":["School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","School of Information Engineering, Beijing Institute of Graphic Communication, China"],"raw_orcid":"https://orcid.org/0009-0009-6254-9545","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, China","institution_ids":["https://openalex.org/I4210135483"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yang Li","orcid":"https://orcid.org/0009-0002-6360-6520"},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","School of Information Engineering, Beijing Institute of Graphic Communication, China"],"raw_orcid":"https://orcid.org/0009-0002-6360-6520","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, China","institution_ids":["https://openalex.org/I4210135483"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xuewei Wang","orcid":"https://orcid.org/0009-0002-1022-1141"},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuewei Wang","raw_affiliation_strings":["School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","School of Information Engineering, Beijing Institute of Graphic Communication, China"],"raw_orcid":"https://orcid.org/0009-0002-1022-1141","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, China","institution_ids":["https://openalex.org/I4210135483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404642","display_name":"Jia Wang","orcid":"https://orcid.org/0000-0002-2936-3708"},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Wang","raw_affiliation_strings":["School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","School of Information Engineering, Beijing Institute of Graphic Communication, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, China","institution_ids":["https://openalex.org/I4210135483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101354997","display_name":"Haoxuan Rong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxuan Rong","raw_affiliation_strings":["School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","School of Information Engineering, Beijing Institute of Graphic Communication, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, China","institution_ids":["https://openalex.org/I4210135483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210135483"],"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":0.20818612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"178199","last_page":"178208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12537","display_name":"Flow Measurement and Analysis","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.9840999841690063,"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":0.6663797497749329},{"id":"https://openalex.org/keywords/holography","display_name":"Holography","score":0.5707535743713379},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4134024381637573},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.18766668438911438},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.13852539658546448},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.086729496717453},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07476913928985596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6663797497749329},{"id":"https://openalex.org/C187590223","wikidata":"https://www.wikidata.org/wiki/Q527628","display_name":"Holography","level":2,"score":0.5707535743713379},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4134024381637573},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.18766668438911438},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.13852539658546448},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.086729496717453},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07476913928985596}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3496923","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3496923","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:cbffd00c6e0347d19e0ec4cd26c631fa","is_oa":true,"landing_page_url":"https://doaj.org/article/cbffd00c6e0347d19e0ec4cd26c631fa","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 12, Pp 178199-178208 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3496923","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3496923","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":[{"id":"https://openalex.org/G8357047071","display_name":null,"funder_award_id":"10000200223","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8566737731","display_name":null,"funder_award_id":"27170124010","funder_id":"https://openalex.org/F4320327376","funder_display_name":"Beijing Institute of Graphic Communication"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327376","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W10471848","https://openalex.org/W1496366865","https://openalex.org/W1901129140","https://openalex.org/W1962673747","https://openalex.org/W1974796378","https://openalex.org/W1982786114","https://openalex.org/W2080909481","https://openalex.org/W2140325252","https://openalex.org/W2522831503","https://openalex.org/W2985791623","https://openalex.org/W2997594774","https://openalex.org/W3036379017","https://openalex.org/W3048891246","https://openalex.org/W3096831136","https://openalex.org/W3096947210","https://openalex.org/W3109090584","https://openalex.org/W3114407073","https://openalex.org/W3117515147","https://openalex.org/W3122014575","https://openalex.org/W3126276608","https://openalex.org/W3134146960","https://openalex.org/W3137102375","https://openalex.org/W3140986305","https://openalex.org/W3148401590","https://openalex.org/W3206903849","https://openalex.org/W3210720676","https://openalex.org/W3211950361","https://openalex.org/W3215831663","https://openalex.org/W3217636345","https://openalex.org/W4221053338","https://openalex.org/W4226170842","https://openalex.org/W4255949318","https://openalex.org/W4283020512","https://openalex.org/W4319301562","https://openalex.org/W4367852662","https://openalex.org/W4381850248","https://openalex.org/W4384521518","https://openalex.org/W4385245566","https://openalex.org/W4388862157","https://openalex.org/W4388972500","https://openalex.org/W6726497184","https://openalex.org/W6739622702","https://openalex.org/W6750605764","https://openalex.org/W6763260348","https://openalex.org/W6803934350"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2707254711","https://openalex.org/W4312894971","https://openalex.org/W2520519067","https://openalex.org/W4381305349","https://openalex.org/W429585224","https://openalex.org/W2028098652","https://openalex.org/W4321134085"],"abstract_inverted_index":{"The":[0,41,75],"method":[1,44,109],"of":[2,53,113,123,140],"physically":[3],"recording":[4],"acoustic":[5,16,36,116,141],"holograms":[6,17,37],"is":[7,45],"time-consuming":[8],"and":[9,58,97,137],"inefficient,":[10],"hindering":[11],"the":[12,49,64,87,94,107],"ability":[13],"to":[14,22,33,47,84,93,132],"reconstruct":[15,35],"rapidly.":[18],"This":[19],"text":[20],"aims":[21],"propose":[23],"a":[24,78,99,120],"deep":[25],"learning":[26,80,88,101],"strategy":[27],"based":[28],"on":[29],"an":[30,111],"improved":[31],"IU-Net":[32],"rapidly":[34],"with":[38,119],"phase":[39,50],"information.":[40],"angular":[42],"spectrum":[43],"used":[46],"simulate":[48],"information":[51],"distribution":[52],"different":[54],"sound":[55],"sources,":[56],"positions,":[57],"initial":[59],"angles,":[60],"thereby":[61],"quickly":[62],"generating":[63],"required":[65],"data":[66],"samples,":[67],"especially":[68],"for":[69],"complex":[70],"or":[71],"dynamic":[72],"image":[73],"scenarios.":[74],"framework":[76],"employs":[77],"custom":[79],"rate":[81,89],"adjustment":[82],"mechanism":[83],"dynamically":[85],"adjust":[86],"in":[90,115],"real-time,":[91],"adapt":[92],"training":[95],"process,":[96],"support":[98],"stepwise":[100],"strategy.":[102],"Experimental":[103],"results":[104],"show":[105],"that":[106],"proposed":[108],"achieves":[110],"accuracy":[112],"90.9%":[114],"hologram":[117],"reconstruction,":[118],"Dice":[121],"coefficient":[122],"0.928,":[124],"improving":[125],"reconstruction":[126,139],"speed":[127],"by":[128],"over":[129],"30%":[130],"compared":[131],"traditional":[133],"methods,":[134],"ensuring":[135],"high-quality":[136],"rapid":[138],"holograms.":[142]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}