{"id":"https://openalex.org/W2123341699","doi":"https://doi.org/10.1109/iccv.2009.5459353","title":"Bayesian selection of scaling laws for motion modeling in images","display_name":"Bayesian selection of scaling laws for motion modeling in images","publication_year":2009,"publication_date":"2009-09-01","ids":{"openalex":"https://openalex.org/W2123341699","doi":"https://doi.org/10.1109/iccv.2009.5459353","mag":"2123341699"},"language":"en","primary_location":{"id":"doi:10.1109/iccv.2009.5459353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv.2009.5459353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE 12th International Conference on Computer Vision","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-00473262","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063178238","display_name":"Patrick H\u00e9as","orcid":"https://orcid.org/0000-0001-6860-7149"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Inria Rennes - Bretagne Atlantique Research Centre","ror":"https://ror.org/04040yw90","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Patrick Heas","raw_affiliation_strings":["INRIA, Rennes, France","Inria-Rennes, France#TAB#"],"affiliations":[{"raw_affiliation_string":"INRIA, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Inria-Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018721311","display_name":"\u00c9tienne M\u00e9min","orcid":"https://orcid.org/0000-0003-2307-5438"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Inria Rennes - Bretagne Atlantique Research Centre","ror":"https://ror.org/04040yw90","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Etienne Memin","raw_affiliation_strings":["INRIA, Rennes, France","Inria-Rennes, France#TAB#"],"affiliations":[{"raw_affiliation_string":"INRIA, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Inria-Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012731328","display_name":"Dominique Heitz","orcid":"https://orcid.org/0000-0001-6295-2822"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dominique Heitz","raw_affiliation_strings":["CEMAGREF, Rennes, France"],"affiliations":[{"raw_affiliation_string":"CEMAGREF, Rennes, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105882095","display_name":"Pablo D. Mininni","orcid":"https://orcid.org/0000-0001-6858-6755"},"institutions":[{"id":"https://openalex.org/I24354313","display_name":"University of Buenos Aires","ror":"https://ror.org/0081fs513","country_code":"AR","type":"education","lineage":["https://openalex.org/I24354313"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Pablo D. Mininni","raw_affiliation_strings":["UBA, Buenos Aires, Buenos Aires, Argentina","UBA - Buenos Aires - Argentina"],"affiliations":[{"raw_affiliation_string":"UBA, Buenos Aires, Buenos Aires, Argentina","institution_ids":[]},{"raw_affiliation_string":"UBA - Buenos Aires - Argentina","institution_ids":["https://openalex.org/I24354313"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063178238"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"],"apc_list":null,"apc_paid":null,"fwci":4.2647,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94824374,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"971","last_page":"978"},"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":0.9984999895095825,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9879000186920166,"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/regularization","display_name":"Regularization (linguistics)","score":0.6178596615791321},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5422722697257996},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5121135711669922},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47256985306739807},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.45600426197052},{"id":"https://openalex.org/keywords/motion-estimation","display_name":"Motion estimation","score":0.4498455226421356},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4310021996498108},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40105241537094116},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38760000467300415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3356046974658966},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10457047820091248}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6178596615791321},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5422722697257996},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5121135711669922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47256985306739807},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.45600426197052},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.4498455226421356},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4310021996498108},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40105241537094116},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38760000467300415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3356046974658966},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10457047820091248}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iccv.2009.5459353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv.2009.5459353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE 12th International Conference on Computer Vision","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00473262v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00473262","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Computer Vision (ICCV'09), Sep 2009, Kyoto, Japan. p. - p","raw_type":"Conference papers"},{"id":"pmh:oai:irsteadoc.irstea.fr:PUB00028048","is_oa":false,"landing_page_url":"https://irsteadoc.irstea.fr/cemoa/PUB00028048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"23349","raw_type":"Communication scientifique avec actes"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-00473262v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00473262","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Computer Vision (ICCV'09), Sep 2009, Kyoto, Japan. p. - p","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W179344782","https://openalex.org/W1578285471","https://openalex.org/W1964443992","https://openalex.org/W2001629890","https://openalex.org/W2005067064","https://openalex.org/W2006986004","https://openalex.org/W2013004558","https://openalex.org/W2017044324","https://openalex.org/W2018944558","https://openalex.org/W2025544603","https://openalex.org/W2034869517","https://openalex.org/W2050962398","https://openalex.org/W2057405362","https://openalex.org/W2075731116","https://openalex.org/W2122056236","https://openalex.org/W2141809643","https://openalex.org/W2146203184","https://openalex.org/W2150949791","https://openalex.org/W2155986238","https://openalex.org/W2163887005","https://openalex.org/W2172193434","https://openalex.org/W2751023760","https://openalex.org/W2911546748","https://openalex.org/W3003662786","https://openalex.org/W3146674433","https://openalex.org/W4243066586"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W4385769873","https://openalex.org/W4281634296","https://openalex.org/W4319161863","https://openalex.org/W2371687270","https://openalex.org/W4311888330","https://openalex.org/W2517641583","https://openalex.org/W4221071877"],"abstract_inverted_index":{"Based":[0],"on":[1,125,136],"scaling":[2],"laws":[3],"describing":[4],"the":[5,35,50,81,86,93,102,108,145,151,155,162,169],"statistical":[6],"structure":[7],"of":[8,48,61,69,100,115,130,154,171,176],"turbulent":[9],"motion":[10,28,119,166],"across":[11],"scales,":[12],"we":[13],"propose":[14],"a":[15,45,67,97,126,137],"multiscale":[16,165],"and":[17,134],"non-parametric":[18,79],"regularizer":[19],"for":[20,179],"optic-flow":[21],"estimation.":[22],"Regularization":[23],"is":[24,55,78,110,122],"achieved":[25],"by":[26,58,91,113],"constraining":[27],"increments":[29],"to":[30],"behave":[31],"through":[32],"scales":[33,88],"as":[34],"most":[36,103,163],"likely":[37,104],"self-similar":[38,105],"process":[39],"given":[40,107],"some":[41],"image":[42,128,140],"data.":[43],"In":[44,96],"first":[46,123],"level":[47,99],"inference,":[49,101],"hard":[51],"constrained":[52],"minimization":[53],"problem":[54],"optimally":[56,111],"solved":[57],"taking":[59],"advantage":[60],"lagrangian":[62],"duality.":[63],"It":[64],"results":[65],"in":[66],"collection":[68],"first-order":[70],"regularizers":[71],"acting":[72],"at":[73,85],"different":[74,87],"scales.":[75],"This":[76],"estimation":[77],"since":[80],"optimal":[82],"regularization":[83],"parameters":[84],"are":[89,175],"obtained":[90,143],"solving":[92],"dual":[94],"problem.":[95],"second":[98],"model":[106,167],"data":[109],"selected":[112],"maximization":[114],"Bayesian":[116],"evidence.":[117],"The":[118],"estimator":[120],"accuracy":[121],"evaluated":[124],"synthetic":[127],"sequence":[129],"simulated":[131],"bi-dimensional":[132],"turbulence":[133,180],"then":[135],"real":[138],"meteorological":[139],"sequence.":[141],"Results":[142],"with":[144],"proposed":[146],"physical":[147,172],"based":[148],"approach":[149],"exceeds":[150],"best":[152],"state":[153],"art":[156],"results.":[157],"Furthermore,":[158],"selecting":[159],"from":[160],"images":[161],"evident":[164],"enables":[168],"recovery":[170],"quantities,":[173],"which":[174],"major":[177],"interest":[178],"characterization.":[181]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
