{"id":"https://openalex.org/W4410716956","doi":"https://doi.org/10.1007/s00371-025-03967-w","title":"Physics-guided deep learning framework with attention for image denoising","display_name":"Physics-guided deep learning framework with attention for image denoising","publication_year":2025,"publication_date":"2025-05-25","ids":{"openalex":"https://openalex.org/W4410716956","doi":"https://doi.org/10.1007/s00371-025-03967-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00371-025-03967-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-025-03967-w","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Visual Computer","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5100755583","display_name":"Shengjun Liu","orcid":"https://orcid.org/0000-0002-3222-5656"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengjun Liu","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013773607","display_name":"Ting Zhang","orcid":"https://orcid.org/0000-0001-8156-4809"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Zhang","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004212956","display_name":"Ruoxi Deng","orcid":"https://orcid.org/0000-0001-5912-0152"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruoxi Deng","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063776568","display_name":"Xinru Liu","orcid":"https://orcid.org/0000-0001-5427-0178"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinru Liu","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101542289","display_name":"Hanchao Liu","orcid":"https://orcid.org/0009-0005-0832-5998"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanchao Liu","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100755583"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.3668,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81167595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"41","issue":"9","first_page":"6671","last_page":"6685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998999834060669,"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":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9933000206947327,"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-graphics","display_name":"Computer graphics","score":0.6777927279472351},{"id":"https://openalex.org/keywords/image-denoising","display_name":"Image denoising","score":0.6397868394851685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5522676110267639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5493636727333069},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.521021842956543},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5194151401519775},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4488506615161896},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3652178645133972},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3232901692390442}],"concepts":[{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.6777927279472351},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.6397868394851685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5522676110267639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5493636727333069},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.521021842956543},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5194151401519775},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4488506615161896},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3652178645133972},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3232901692390442}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00371-025-03967-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-025-03967-w","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Visual Computer","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5030925243","display_name":null,"funder_award_id":"No. CX20240166","funder_id":"https://openalex.org/F4320326217","funder_display_name":"Hunan Provincial Innovation Foundation for Postgraduate"},{"id":"https://openalex.org/G5930786228","display_name":null,"funder_award_id":"No. 62172447","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326217","display_name":"Hunan Provincial Innovation Foundation for Postgraduate","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1771018557","https://openalex.org/W1906770428","https://openalex.org/W1928278792","https://openalex.org/W1930824406","https://openalex.org/W2003884262","https://openalex.org/W2056370875","https://openalex.org/W2103559027","https://openalex.org/W2109991658","https://openalex.org/W2121927366","https://openalex.org/W2122287830","https://openalex.org/W2135036909","https://openalex.org/W2150134853","https://openalex.org/W2508457857","https://openalex.org/W2536599074","https://openalex.org/W2613155248","https://openalex.org/W2741137940","https://openalex.org/W2764207251","https://openalex.org/W2784733489","https://openalex.org/W2799192307","https://openalex.org/W2875648348","https://openalex.org/W2899283552","https://openalex.org/W2962737770","https://openalex.org/W2962935103","https://openalex.org/W2963725279","https://openalex.org/W2971719842","https://openalex.org/W2974916071","https://openalex.org/W2979786244","https://openalex.org/W3011612142","https://openalex.org/W3167568784","https://openalex.org/W3173549089","https://openalex.org/W3207918547","https://openalex.org/W4214493665","https://openalex.org/W4225538054","https://openalex.org/W4225672218","https://openalex.org/W4288457733","https://openalex.org/W4312678820","https://openalex.org/W4312938066","https://openalex.org/W4386076603","https://openalex.org/W4386560605","https://openalex.org/W4390990495","https://openalex.org/W4392360507","https://openalex.org/W4394699056","https://openalex.org/W4401416798","https://openalex.org/W6600175564"],"related_works":["https://openalex.org/W2087258800","https://openalex.org/W2810018092","https://openalex.org/W4407169614","https://openalex.org/W2387428419","https://openalex.org/W4401571043","https://openalex.org/W2098237619","https://openalex.org/W1974034585","https://openalex.org/W4406054402","https://openalex.org/W4312627788","https://openalex.org/W2353444452"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}