{"id":"https://openalex.org/W4412925830","doi":"https://doi.org/10.1142/s0129065725500571","title":"Consensus-Based 3D View Generation from Noisy Images","display_name":"Consensus-Based 3D View Generation from Noisy Images","publication_year":2025,"publication_date":"2025-07-25","ids":{"openalex":"https://openalex.org/W4412925830","doi":"https://doi.org/10.1142/s0129065725500571","pmid":"https://pubmed.ncbi.nlm.nih.gov/40843638"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065725500571","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065725500571","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1142/S0129065725500571","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jos\u00e9 A. Rodr\u00edguez-Rodr\u00edguez","orcid":"https://orcid.org/0009-0007-7493-5625"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 A. Rodr\u00edguez-Rodr\u00edguez","raw_affiliation_strings":["Department of Computer Languages and Computer Science, Universidad de M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0009-0007-7493-5625","affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, Universidad de M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032963762","display_name":"Miguel A. Molina\u2010Cabello","orcid":"https://orcid.org/0000-0002-8929-6017"},"institutions":[{"id":"https://openalex.org/I4210149999","display_name":"Andalusian Centre for Nanomedicine and Biotechnology","ror":"https://ror.org/04enqja79","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210149999"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel A. Molina-Cabello","raw_affiliation_strings":["ITIS Software, Universidad de M\u00e1laga, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de Mlaga y Plataforma en, Nanomedicina-IBIMA Plataforma BIONAND, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8929-6017","affiliations":[{"raw_affiliation_string":"ITIS Software, Universidad de M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de Mlaga y Plataforma en, Nanomedicina-IBIMA Plataforma BIONAND, Spain","institution_ids":["https://openalex.org/I4210149999"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030379617","display_name":"Rafaela Ben\u00edtez-Rochel","orcid":"https://orcid.org/0000-0001-8500-0488"},"institutions":[{"id":"https://openalex.org/I4210149999","display_name":"Andalusian Centre for Nanomedicine and Biotechnology","ror":"https://ror.org/04enqja79","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210149999"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafaela Ben\u00edtez-Rochel","raw_affiliation_strings":["Department of Computer Languages and Computer Science, Universidad de M\u00e1laga, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de Mlaga y Plataforma en, Nanomedicina-IBIMA Plataforma BIONAND, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8500-0488","affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, Universidad de M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de Mlaga y Plataforma en, Nanomedicina-IBIMA Plataforma BIONAND, Spain","institution_ids":["https://openalex.org/I4210149999"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091243468","display_name":"Ezequiel L\u00f3pez\u2010Rubio","orcid":"https://orcid.org/0000-0001-8231-5687"},"institutions":[{"id":"https://openalex.org/I4210149999","display_name":"Andalusian Centre for Nanomedicine and Biotechnology","ror":"https://ror.org/04enqja79","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210149999"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ezequiel L\u00f3pez-Rubio","raw_affiliation_strings":["ITIS Software, Universidad de M\u00e1laga, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de Mlaga y Plataforma en, Nanomedicina-IBIMA Plataforma BIONAND, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8231-5687","affiliations":[{"raw_affiliation_string":"ITIS Software, Universidad de M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de Mlaga y Plataforma en, Nanomedicina-IBIMA Plataforma BIONAND, Spain","institution_ids":["https://openalex.org/I4210149999"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091243468"],"corresponding_institution_ids":["https://openalex.org/I4210149999","https://openalex.org/I82767444"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16457015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"13","first_page":"2550057","last_page":"2550057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9997000098228455,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9997000098228455,"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":0.998199999332428,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9979000091552734,"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":0.6469238996505737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5128951072692871},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4206170439720154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6469238996505737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5128951072692871},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4206170439720154}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D032921","descriptor_name":"Consensus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D032921","descriptor_name":"Consensus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1142/s0129065725500571","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065725500571","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:40843638","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40843638","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":"International journal of neural systems","raw_type":null},{"id":"pmh:oai:zenodo.org:18375222","is_oa":true,"landing_page_url":"https://doi.org/10.1142/S0129065725500571","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"International Journal of Neural Systems, 35(8), 2550057, (2025-08-22)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:18375222","is_oa":true,"landing_page_url":"https://doi.org/10.1142/S0129065725500571","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"International Journal of Neural Systems, 35(8), 2550057, (2025-08-22)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4995587108","display_name":null,"funder_award_id":"UMA20-FEDERJA-108","funder_id":"https://openalex.org/F4320332805","funder_display_name":"Smithsonian Conservation Biology Institute"},{"id":"https://openalex.org/G5467424336","display_name":null,"funder_award_id":"PUNI-003_2023","funder_id":"https://openalex.org/F4320332805","funder_display_name":"Smithsonian Conservation Biology Institute"},{"id":"https://openalex.org/G7429872164","display_name":null,"funder_award_id":"PID2022-136764OA-I00","funder_id":"https://openalex.org/F4320332805","funder_display_name":"Smithsonian Conservation Biology Institute"},{"id":"https://openalex.org/G7442717588","display_name":null,"funder_award_id":"ATECH-25-02","funder_id":"https://openalex.org/F4320332805","funder_display_name":"Smithsonian Conservation Biology Institute"}],"funders":[{"id":"https://openalex.org/F4320332805","display_name":"Smithsonian Conservation Biology Institute","ror":"https://ror.org/04hnzva96"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1555197600","https://openalex.org/W1901129140","https://openalex.org/W1968776821","https://openalex.org/W1988277081","https://openalex.org/W2006909636","https://openalex.org/W2011045410","https://openalex.org/W2015159529","https://openalex.org/W2036524212","https://openalex.org/W2056370875","https://openalex.org/W2082853231","https://openalex.org/W2085420208","https://openalex.org/W2097073572","https://openalex.org/W2099244020","https://openalex.org/W2133269072","https://openalex.org/W2133665775","https://openalex.org/W2169017160","https://openalex.org/W2194775991","https://openalex.org/W2471962767","https://openalex.org/W2508457857","https://openalex.org/W2613155248","https://openalex.org/W2764207251","https://openalex.org/W2784306541","https://openalex.org/W2904566602","https://openalex.org/W2949657144","https://openalex.org/W2981813535","https://openalex.org/W3014055718","https://openalex.org/W3029178329","https://openalex.org/W3038325564","https://openalex.org/W3167568784","https://openalex.org/W3171145773","https://openalex.org/W4200150166","https://openalex.org/W4214513908","https://openalex.org/W4220697478","https://openalex.org/W4280649818","https://openalex.org/W4308073689","https://openalex.org/W4309347382","https://openalex.org/W4312190653","https://openalex.org/W4315651810","https://openalex.org/W4317742775","https://openalex.org/W4382560942","https://openalex.org/W4385318467","https://openalex.org/W4386422588","https://openalex.org/W4387955568","https://openalex.org/W4388411419","https://openalex.org/W4390394649","https://openalex.org/W4395686192","https://openalex.org/W4397002967","https://openalex.org/W4400341581"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0],"real-time":[1],"synthesis":[2],"of":[3,60,67,90,125,130],"3D":[4,68],"views,":[5],"facilitated":[6],"by":[7,71,106,168],"convolutional":[8],"neural":[9],"networks":[10,22,111],"like":[11],"NeX,":[12],"is":[13,100],"increasingly":[14],"pivotal":[15],"in":[16,173],"various":[17],"computer":[18],"vision":[19,48],"applications.":[20],"These":[21],"are":[23,160],"trained":[24,112],"using":[25,164],"photographs":[26],"taken":[27],"from":[28,43,46,170],"different":[29],"perspectives":[30],"during":[31],"the":[32,47,51,58,63,72,85,88,123,157,174],"training":[33],"phase.":[34],"However,":[35],"these":[36],"images":[37,114,166],"may":[38],"be":[39],"susceptible":[40],"to":[41,83,102,132],"contamination":[42],"noise":[44,61,76,91,154],"originating":[45],"sensor":[49],"or":[50],"surrounding":[52],"environment.":[53],"This":[54],"research":[55],"meticulously":[56],"examines":[57],"impact":[59],"on":[62,113],"resulting":[64],"image":[65,94,104],"quality":[66,105],"views":[69],"synthesized":[70,165],"NeX":[73,110,169],"network.":[74],"Various":[75],"levels":[77],"and":[78,135,143,153],"scenes":[79,152],"have":[80],"been":[81],"incorporated":[82],"substantiate":[84],"claim":[86],"that":[87],"presence":[89],"significantly":[92],"degrades":[93],"quality.":[95],"Additionally,":[96],"a":[97,117],"new":[98],"strategy":[99],"introduced":[101],"improve":[103],"calculating":[107],"consensus":[108,175],"among":[109],"pre-processed":[115],"with":[116],"denoising":[118],"algorithm.":[119],"Experimental":[120],"results":[121],"confirm":[122],"effectiveness":[124],"this":[126],"technique,":[127],"demonstrating":[128],"improvements":[129],"up":[131],"1.300":[133],"dB":[134],"0.032":[136],"for":[137],"Peak":[138],"Signal":[139],"Noise":[140],"Ratio":[141],"(PSNR)":[142],"Structural":[144],"Similarity":[145],"Index":[146],"Measure":[147],"(SSIM),":[148],"respectively,":[149],"under":[150],"certain":[151],"levels.":[155],"Notably,":[156],"performance":[158],"gains":[159],"especially":[161],"significant":[162],"when":[163],"generated":[167],"noisy":[171],"inputs":[172],"process.":[176]},"counts_by_year":[],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}