{"id":"https://openalex.org/W4309710446","doi":"https://doi.org/10.1145/3565516.3565524","title":"Assessing Advances in Real Noise Image Denoisers","display_name":"Assessing Advances in Real Noise Image Denoisers","publication_year":2022,"publication_date":"2022-11-22","ids":{"openalex":"https://openalex.org/W4309710446","doi":"https://doi.org/10.1145/3565516.3565524"},"language":"en","primary_location":{"id":"doi:10.1145/3565516.3565524","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3565516.3565524","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3565516.3565524","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Conference on Visual Media Production","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3565516.3565524","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040749903","display_name":"Cl\u00e9ment Bled","orcid":"https://orcid.org/0000-0001-5395-5773"},"institutions":[{"id":"https://openalex.org/I204442077","display_name":"Trinity College","ror":"https://ror.org/019dhar59","country_code":"CA","type":"education","lineage":["https://openalex.org/I204442077"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Clement Bled","raw_affiliation_strings":["Trinity College, IE"],"raw_orcid":"https://orcid.org/0000-0001-5395-5773","affiliations":[{"raw_affiliation_string":"Trinity College, IE","institution_ids":["https://openalex.org/I204442077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064522747","display_name":"Fran\u00e7ois Piti\u00e9","orcid":"https://orcid.org/0000-0003-4599-0549"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Francois Pitie","raw_affiliation_strings":["Trinity College Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0003-4599-0549","affiliations":[{"raw_affiliation_string":"Trinity College Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040749903"],"corresponding_institution_ids":["https://openalex.org/I204442077"],"apc_list":null,"apc_paid":null,"fwci":0.5102,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.64790456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","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/T10688","display_name":"Image and Signal Denoising Methods","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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9986000061035156,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.7289482951164246},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7074694633483887},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.681443452835083},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6448779106140137},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.6161638498306274},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.600483775138855},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.5492631196975708},{"id":"https://openalex.org/keywords/additive-white-gaussian-noise","display_name":"Additive white Gaussian noise","score":0.5435346364974976},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.49913501739501953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44348978996276855},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4274536669254303},{"id":"https://openalex.org/keywords/white-noise","display_name":"White noise","score":0.417375385761261},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3387208580970764},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18158245086669922},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.08312201499938965}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7289482951164246},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7074694633483887},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.681443452835083},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6448779106140137},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.6161638498306274},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.600483775138855},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.5492631196975708},{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.5435346364974976},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.49913501739501953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44348978996276855},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4274536669254303},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.417375385761261},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3387208580970764},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18158245086669922},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.08312201499938965},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3565516.3565524","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3565516.3565524","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3565516.3565524","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Conference on Visual Media Production","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3565516.3565524","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3565516.3565524","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3565516.3565524","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Conference on Visual Media Production","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G228147372","display_name":null,"funder_award_id":"Grant 13/RC/2106","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G3993907298","display_name":null,"funder_award_id":"13/RC/2106","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320320864","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4309710446.pdf","grobid_xml":"https://content.openalex.org/works/W4309710446.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1976319891","https://openalex.org/W2037642501","https://openalex.org/W2155140950","https://openalex.org/W2508457857","https://openalex.org/W2549139847","https://openalex.org/W2799192307","https://openalex.org/W2892531758","https://openalex.org/W2953334512","https://openalex.org/W2962767526","https://openalex.org/W2963725279","https://openalex.org/W2966431607","https://openalex.org/W2983315964","https://openalex.org/W2987894257","https://openalex.org/W2999653953","https://openalex.org/W3002137088","https://openalex.org/W3025800305","https://openalex.org/W3035383808","https://openalex.org/W3098620092","https://openalex.org/W3099686304","https://openalex.org/W3143835446","https://openalex.org/W3167568784","https://openalex.org/W3170697543","https://openalex.org/W3207918547","https://openalex.org/W4312812783"],"related_works":["https://openalex.org/W1974392290","https://openalex.org/W2947589085","https://openalex.org/W1911817635","https://openalex.org/W2074565401","https://openalex.org/W2810224748","https://openalex.org/W2353656796","https://openalex.org/W2011915004","https://openalex.org/W2130974430","https://openalex.org/W3103566292","https://openalex.org/W1607924090"],"abstract_inverted_index":{"Recently":[0],"image":[1],"denoiser":[2],"networks":[3,132],"have":[4],"made":[5],"a":[6,79,130],"number":[7],"of":[8,32,40,50,61,107],"advances":[9],"to":[10,58,95],"go":[11],"beyond":[12],"additive":[13],"Gaussian":[14],"white":[15],"noise":[16,67,70],"and":[17,69,75,84],"deal":[18],"with":[19],"real":[20,121,142],"noise,":[21],"such":[22],"as":[23],"produced":[24],"by":[25,47],"digital":[26],"cameras.":[27],"We":[28],"note":[29],"that":[30,129],"some":[31,60],"the":[33,38,41,65,119],"performance":[34,113],"gains":[35,91],"reported":[36],"in":[37,73,111],"state":[39],"art":[42],"could":[43],"potentially":[44],"be":[45,93],"explained":[46],"an":[48,105],"increase":[49,106],"network":[51,83,117],"sizes.":[52],"In":[53,100],"this":[54,101,125],"paper":[55],"we":[56,103,127],"propose":[57],"revisit":[59],"these":[62],"advances,":[63],"including":[64],"synthetic":[66],"generator":[68],"maps":[71],"proposed":[72],"CBDNet,":[74],"re-assess":[76],"them":[77],"using":[78,96],"simple":[80],"DnCNN":[81],"baseline":[82,116],"thus":[85],"attempt":[86],"at":[87],"measuring":[88],"how":[89],"much":[90],"can":[92,133],"attributed":[94],"more":[97],"modern":[98],"architectures.":[99],"work,":[102],"observe":[104],"over":[108,114],"+2":[109],"dB":[110],"denoising":[112,136],"our":[115],"on":[118],"DND":[120],"world":[122,143],"benchmark.":[123],"Through":[124],"observation,":[126],"demonstrate":[128],"smaller":[131],"offer":[134],"competitive":[135],"results":[137],"when":[138],"correctly":[139],"optimised":[140],"for":[141],"denoising.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-19T23:35:23.961156","created_date":"2025-10-10T00:00:00"}