{"id":"https://openalex.org/W7135040863","doi":"https://doi.org/10.1109/camsap66162.2025.11423981","title":"A Non-Parametric Method Based on Neural Networks and Particle Filtering for Camera Lens Distortion Estimation","display_name":"A Non-Parametric Method Based on Neural Networks and Particle Filtering for Camera Lens Distortion Estimation","publication_year":2025,"publication_date":"2025-12-14","ids":{"openalex":"https://openalex.org/W7135040863","doi":"https://doi.org/10.1109/camsap66162.2025.11423981"},"language":"en","primary_location":{"id":"doi:10.1109/camsap66162.2025.11423981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camsap66162.2025.11423981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 10th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5114484552","display_name":"Younes Boutiyarzist","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139096","display_name":"National Higher French Institute of Aeronautics and Space","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210139096"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Younes Boutiyarzist","raw_affiliation_strings":["Univ. Toulouse,ISAE-SUPAERO,Toulouse,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Toulouse,ISAE-SUPAERO,Toulouse,France","institution_ids":["https://openalex.org/I4210139096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128913632","display_name":"Sinan Yildirim","orcid":null},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sinan Yildirim","raw_affiliation_strings":["Sabanc&#x00B9; University,Istanbul,Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sabanc&#x00B9; University,Istanbul,Turkey","institution_ids":["https://openalex.org/I134235054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105525237","display_name":"Jean\u2013Yves Tourneret","orcid":null},"institutions":[{"id":"https://openalex.org/I84500057","display_name":"Institut de Math\u00e9matiques de Toulouse","ror":"https://ror.org/014vp6c30","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I196454796","https://openalex.org/I4210092408","https://openalex.org/I4210126056","https://openalex.org/I4210141950","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I84500057"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Yves Tourneret","raw_affiliation_strings":["T&#x00E9;SA laboratory,Toulouse,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T&#x00E9;SA laboratory,Toulouse,France","institution_ids":["https://openalex.org/I84500057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103066847","display_name":"Fran\u00e7ois Vincent","orcid":"https://orcid.org/0000-0002-7774-5428"},"institutions":[{"id":"https://openalex.org/I4210139096","display_name":"National Higher French Institute of Aeronautics and Space","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210139096"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Vincent","raw_affiliation_strings":["Univ. Toulouse,ISAE-SUPAERO,Toulouse,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Toulouse,ISAE-SUPAERO,Toulouse,France","institution_ids":["https://openalex.org/I4210139096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061000460","display_name":"C. Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Cheng","raw_affiliation_strings":["Northwestern Polytechnical University,Xi&#x2019;an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021821516","display_name":"Philippe Salmon","orcid":null},"institutions":[{"id":"https://openalex.org/I2801299839","display_name":"Collins College","ror":"https://ror.org/03rb26y64","country_code":"US","type":"education","lineage":["https://openalex.org/I2801299839"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philippe Salmon","raw_affiliation_strings":["Collins Aerospace,Blagnac,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collins Aerospace,Blagnac,France","institution_ids":["https://openalex.org/I2801299839"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.78389262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"336","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.3393999934196472,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.3393999934196472,"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/T10638","display_name":"Optical measurement and interference techniques","score":0.25130000710487366,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.12559999525547028,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.5641000270843506},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.5030999779701233},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.44020000100135803},{"id":"https://openalex.org/keywords/lens","display_name":"Lens (geology)","score":0.36719998717308044},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.34549999237060547},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.32739999890327454},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.3172000050544739}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6424000263214111},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6243000030517578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5674999952316284},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5641000270843506},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.5030999779701233},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.44020000100135803},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.36719998717308044},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.32739999890327454},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.3172000050544739},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30649998784065247},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.2989000082015991},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27070000767707825},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2628999948501587},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.257999986410141},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/camsap66162.2025.11423981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camsap66162.2025.11423981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 10th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)","raw_type":"proceedings-article"},{"id":"pmh:oai:research.sabanciuniv.edu:54022","is_oa":false,"landing_page_url":"https://research.sabanciuniv.edu/id/eprint/54022/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402254","display_name":"Sabanci University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134235054","host_organization_name":"Sabanc\u0131 \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I134235054"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"A":[0],"non-parametric":[1],"method":[2,14,89],"is":[3,51,70],"introduced":[4],"to":[5,73,94],"estimate":[6],"the":[7,33,38,45,88],"measurement":[8,34,60],"model":[9,61],"of":[10,40,44],"dynamical":[11],"systems.":[12],"The":[13,30,42,67],"uses":[15],"a":[16,26,58,63,77,91],"neural":[17,47],"network":[18,31,48],"trained":[19],"in":[20],"an":[21],"unsupervised":[22],"manner":[23],"integrated":[24],"into":[25],"particle":[27,49,68],"filter":[28,50,69],"framework.":[29],"learns":[32],"likelihood":[35],"directly":[36],"from":[37],"distribution":[39],"particles.":[41],"performance":[43],"resulting":[46],"first":[52],"evaluated":[53],"on":[54,80],"synthetic":[55],"data":[56],"with":[57,76],"known":[59],"showing":[62],"very":[64],"interesting":[65],"performance.":[66],"then":[71],"applied":[72],"sensor":[74],"calibration":[75,97],"specific":[78],"focus":[79],"camera":[81],"distortion":[82],"estimation.":[83],"Experimental":[84],"results":[85],"show":[86],"that":[87],"provides":[90],"reliable":[92],"alternative":[93],"traditional":[95],"parametric":[96],"techniques.":[98]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-03-13T00:00:00"}
