{"id":"https://openalex.org/W4288046804","doi":"https://doi.org/10.1016/j.micron.2022.103332","title":"Comparative study of deep learning algorithms for atomic force microscopy image denoising","display_name":"Comparative study of deep learning algorithms for atomic force microscopy image denoising","publication_year":2022,"publication_date":"2022-07-27","ids":{"openalex":"https://openalex.org/W4288046804","doi":"https://doi.org/10.1016/j.micron.2022.103332","pmid":"https://pubmed.ncbi.nlm.nih.gov/35952420"},"language":"en","primary_location":{"id":"doi:10.1016/j.micron.2022.103332","doi":"https://doi.org/10.1016/j.micron.2022.103332","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.micron.2022.103332","pdf_url":null,"source":{"id":"https://openalex.org/S141109035","display_name":"Micron","issn_l":"0968-4328","issn":["0968-4328","1878-4291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Micron","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022496830","display_name":"Hoichan Jung","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hoichan Jung","raw_affiliation_strings":["Department of Industrial and Management Engineering, Korea University, Seoul 02841, the Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Management Engineering, Korea University, Seoul 02841, the Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029422560","display_name":"Giwoong Han","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Giwoong Han","raw_affiliation_strings":["Department of Industrial and Management Engineering, Korea University, Seoul 02841, the Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Management Engineering, Korea University, Seoul 02841, the Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064657358","display_name":"Seong Jun Jung","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405272917","display_name":"SK Hynix (South Korea)","ror":"https://ror.org/04z2p0w98","country_code":"KR","type":"company","lineage":["https://openalex.org/I4405272917"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seong Jun Jung","raw_affiliation_strings":["Advanced Surface Analysis, SK Hynix, Icheon 17336, the Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Surface Analysis, SK Hynix, Icheon 17336, the Republic of Korea","institution_ids":["https://openalex.org/I4405272917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024995454","display_name":"Sung Won Han","orcid":"https://orcid.org/0000-0002-0040-3542","observed_orcids":["https://orcid.org/0000-0002-0040-3542"]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sung Won Han","raw_affiliation_strings":["Department of Industrial and Management Engineering, Korea University, Seoul 02841, the Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Management Engineering, Korea University, Seoul 02841, the Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024995454","https://openalex.org/A5029422560"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":{"value":2930,"currency":"USD","value_usd":2930},"apc_paid":null,"fwci":0.6241,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.62007444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"161","issue":null,"first_page":"103332","last_page":"103332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10923","display_name":"Force Microscopy Techniques and Applications","score":0.00019999999494757503,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/image-artifacts","display_name":"image artifacts","score":0.7839999794960022},{"id":"https://openalex.org/keywords/restormer","display_name":"Restormer","score":0.9980000257492065},{"id":"https://openalex.org/keywords/inference-latency","display_name":"inference latency","score":0.7279999852180481},{"id":"https://openalex.org/keywords/nanoscale-topography","display_name":"nanoscale topography","score":0.7580000162124634},{"id":"https://openalex.org/keywords/noise-types","display_name":"noise types","score":0.4099999964237213}],"concepts":[{"id":"https://openalex.org/C102951782","wikidata":"https://www.wikidata.org/wiki/Q49295","display_name":"Atomic force microscopy","level":2,"score":0.7232416868209839},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.7094694972038269},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5493304133415222},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.5228163003921509},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5046697854995728},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49898481369018555},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4962928891181946},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.49169665575027466},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4777642488479614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47569096088409424},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.43931931257247925},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.40675199031829834},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3442907929420471},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.24779129028320312}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D018625","descriptor_name":"Microscopy, Atomic Force","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.micron.2022.103332","doi":"https://doi.org/10.1016/j.micron.2022.103332","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.micron.2022.103332","pdf_url":null,"source":{"id":"https://openalex.org/S141109035","display_name":"Micron","issn_l":"0968-4328","issn":["0968-4328","1878-4291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Micron","raw_type":"journal-article"},{"id":"pmid:35952420","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35952420","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,"listed_in":[],"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":"Micron (Oxford, England : 1993)","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G5867156277","display_name":null,"funder_award_id":"P0008691","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322064","display_name":"Korea Institute for Advancement of Technology","ror":"https://ror.org/015w1qa96"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2022315563","https://openalex.org/W2039434763","https://openalex.org/W2126926806","https://openalex.org/W2133665775","https://openalex.org/W2506912209","https://openalex.org/W2607041014","https://openalex.org/W2866634454","https://openalex.org/W2892253951","https://openalex.org/W2996855101","https://openalex.org/W3094502228","https://openalex.org/W3138516171","https://openalex.org/W3150248096","https://openalex.org/W3170697543","https://openalex.org/W3171760114","https://openalex.org/W3176096490","https://openalex.org/W4225672218","https://openalex.org/W4312812783","https://openalex.org/W6794906783"],"related_works":["https://openalex.org/W7163426203","https://openalex.org/W7128038558","https://openalex.org/W2892253951","https://openalex.org/W2949639657","https://openalex.org/W2996855101","https://openalex.org/W7207639073","https://openalex.org/W3217162796","https://openalex.org/W7221168415","https://openalex.org/W7170163504","https://openalex.org/W7222886383"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-07-27T00:00:00"}
