{"id":"https://openalex.org/W4391433836","doi":"https://doi.org/10.3390/s24030948","title":"Hologram Noise Model for Data Augmentation and Deep Learning","display_name":"Hologram Noise Model for Data Augmentation and Deep Learning","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4391433836","doi":"https://doi.org/10.3390/s24030948","pmid":"https://pubmed.ncbi.nlm.nih.gov/38339665"},"language":"en","primary_location":{"id":"doi:10.3390/s24030948","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s24030948","pdf_url":"https://www.mdpi.com/1424-8220/24/3/948/pdf?version=1706770763","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/3/948/pdf?version=1706770763","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091028165","display_name":"D\u00e1niel Terbe","orcid":"https://orcid.org/0000-0003-3548-4685"},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"D\u00e1niel Terbe","raw_affiliation_strings":["HUN-REN Institute for Computer Science and Control (SZTAKI), 1111 Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0003-3548-4685","affiliations":[{"raw_affiliation_string":"HUN-REN Institute for Computer Science and Control (SZTAKI), 1111 Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110191344","display_name":"L\u00e1szl\u00f3 Orz\u00f3","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"L\u00e1szl\u00f3 Orz\u00f3","raw_affiliation_strings":["HUN-REN Institute for Computer Science and Control (SZTAKI), 1111 Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HUN-REN Institute for Computer Science and Control (SZTAKI), 1111 Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083796965","display_name":"Barbara Bics\u00e1k","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Barbara Bics\u00e1k","raw_affiliation_strings":["HUN-REN Institute for Computer Science and Control (SZTAKI), 1111 Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HUN-REN Institute for Computer Science and Control (SZTAKI), 1111 Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043172658","display_name":"\u00c1kos Zar\u00e1ndy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"\u00c1kos Zar\u00e1ndy","raw_affiliation_strings":["HUN-REN Institute for Computer Science and Control (SZTAKI), 1111 Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HUN-REN Institute for Computer Science and Control (SZTAKI), 1111 Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043172658"],"corresponding_institution_ids":["https://openalex.org/I4210117195"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.8874,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69633526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"24","issue":"3","first_page":"948","last_page":"948"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11897","display_name":"Digital Holography and Microscopy","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11897","display_name":"Digital Holography and Microscopy","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.996999979019165,"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":0.9932000041007996,"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/robustness","display_name":"Robustness (evolution)","score":0.7352521419525146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7292061448097229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6738430261611938},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6536897420883179},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6172298789024353},{"id":"https://openalex.org/keywords/colors-of-noise","display_name":"Colors of noise","score":0.4299769401550293},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4206804633140564},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36080265045166016},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35816100239753723},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23382696509361267},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.22090065479278564}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7352521419525146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7292061448097229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6738430261611938},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6536897420883179},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6172298789024353},{"id":"https://openalex.org/C114996537","wikidata":"https://www.wikidata.org/wiki/Q4854529","display_name":"Colors of noise","level":3,"score":0.4299769401550293},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4206804633140564},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36080265045166016},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35816100239753723},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23382696509361267},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.22090065479278564},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/s24030948","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s24030948","pdf_url":"https://www.mdpi.com/1424-8220/24/3/948/pdf?version=1706770763","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38339665","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38339665","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10857140","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10857140","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10857140/pdf/sensors-24-00948.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:03d4baa151ce4883a1178e25f08ee144","is_oa":false,"landing_page_url":"https://doaj.org/article/03d4baa151ce4883a1178e25f08ee144","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 3, p 948 (2024)","raw_type":"article"},{"id":"pmh:oai:eprints.sztaki.hu:10706","is_oa":false,"landing_page_url":"https://eprints.sztaki.hu/10706/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401907","display_name":"SZTAKI Publication Repository (Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I7597260","host_organization_name":"Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I7597260"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:mdpi.com:/1424-8220/24/3/948/","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030948","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s24030948","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s24030948","pdf_url":"https://www.mdpi.com/1424-8220/24/3/948/pdf?version=1706770763","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3241820797","display_name":null,"funder_award_id":"RRF-2.3.1-21-2022-00004","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391433836.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2010368710","https://openalex.org/W2031342017","https://openalex.org/W2093971704","https://openalex.org/W2097117768","https://openalex.org/W2116138376","https://openalex.org/W2194775991","https://openalex.org/W2747308919","https://openalex.org/W2751072404","https://openalex.org/W2788311693","https://openalex.org/W2887002927","https://openalex.org/W2946948417","https://openalex.org/W2963980515","https://openalex.org/W2964124262","https://openalex.org/W3091620711","https://openalex.org/W3161184525","https://openalex.org/W3180191399","https://openalex.org/W3184311248","https://openalex.org/W4205103031","https://openalex.org/W4281764235","https://openalex.org/W4308970693","https://openalex.org/W4312398112","https://openalex.org/W4378171909"],"related_works":["https://openalex.org/W1993122958","https://openalex.org/W4375867731","https://openalex.org/W2770593030","https://openalex.org/W2611989081","https://openalex.org/W3154990682","https://openalex.org/W2560201613","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W4230611425","https://openalex.org/W4380075502"],"abstract_inverted_index":{"This":[0,88],"paper":[1],"introduces":[2],"a":[3,22,40],"noise":[4,55],"augmentation":[5],"technique":[6,65],"designed":[7],"to":[8,43,103],"enhance":[9],"the":[10,33,51,85,91],"robustness":[11],"of":[12,35,93],"state-of-the-art":[13],"(SOTA)":[14],"deep":[15,100],"learning":[16,101],"models":[17,102],"against":[18],"degraded":[19],"image":[20],"quality,":[21],"common":[23],"challenge":[24],"in":[25,57,71,106],"long-term":[26],"recording":[27],"systems.":[28],"Our":[29],"method,":[30],"demonstrated":[31],"through":[32],"classification":[34,69],"digital":[36],"holographic":[37],"images,":[38],"utilizes":[39],"novel":[41],"approach":[42,95],"synthesize":[44],"and":[45,110],"apply":[46],"random":[47],"colored":[48],"noise,":[49],"addressing":[50],"typically":[52],"encountered":[53],"correlated":[54],"patterns":[56],"such":[58],"images.":[59],"Empirical":[60],"results":[61],"show":[62],"that":[63],"our":[64,94],"not":[66],"only":[67],"maintains":[68],"accuracy":[70],"high-quality":[72],"images":[73],"but":[74],"also":[75],"significantly":[76],"improves":[77],"it":[78],"when":[79],"given":[80],"noisy":[81],"inputs":[82],"without":[83],"increasing":[84],"training":[86],"time.":[87],"advancement":[89],"demonstrates":[90],"potential":[92],"for":[96,99],"augmenting":[97],"data":[98],"perform":[104],"effectively":[105],"production":[107],"under":[108],"varied":[109],"suboptimal":[111],"conditions.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}