{"id":"https://openalex.org/W2103839147","doi":"https://doi.org/10.1109/enc.2003.1232898","title":"Hidden Markov measure fields for disparity estimation","display_name":"Hidden Markov measure fields for disparity estimation","publication_year":2004,"publication_date":"2004-02-03","ids":{"openalex":"https://openalex.org/W2103839147","doi":"https://doi.org/10.1109/enc.2003.1232898","mag":"2103839147"},"language":"en","primary_location":{"id":"doi:10.1109/enc.2003.1232898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/enc.2003.1232898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth Mexican International Conference on Computer Science, 2003. ENC 2003.","raw_type":"proceedings-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/A5035269704","display_name":"Edgar Arce","orcid":null},"institutions":[{"id":"https://openalex.org/I124618812","display_name":"Mathematics Research Center","ror":"https://ror.org/02nhmp827","country_code":"MX","type":"facility","lineage":["https://openalex.org/I124618812"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"E. Arce","raw_affiliation_strings":["Center for Research in Mathematics, Guanajuato, Mexico"],"affiliations":[{"raw_affiliation_string":"Center for Research in Mathematics, Guanajuato, Mexico","institution_ids":["https://openalex.org/I124618812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110033332","display_name":"Jos\u00e9 L. Marroqu\u00edn","orcid":null},"institutions":[{"id":"https://openalex.org/I124618812","display_name":"Mathematics Research Center","ror":"https://ror.org/02nhmp827","country_code":"MX","type":"facility","lineage":["https://openalex.org/I124618812"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J.L. Marroquin","raw_affiliation_strings":["Center for Research in Mathematics, Guanajuato, Mexico"],"affiliations":[{"raw_affiliation_string":"Center for Research in Mathematics, Guanajuato, Mexico","institution_ids":["https://openalex.org/I124618812"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035269704"],"corresponding_institution_ids":["https://openalex.org/I124618812"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15509521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"221","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","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/T10531","display_name":"Advanced Vision and Imaging","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9919000267982483,"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":0.991599977016449,"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":0.6607697010040283},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6567451357841492},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6215222477912903},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6205968856811523},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5506366491317749},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4856764078140259},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.47706711292266846},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4574093818664551},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.4519273638725281},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.44765812158584595},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.44557949900627136},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4274998903274536},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3465201258659363},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3380677402019501},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.29183751344680786},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26954880356788635},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.23163458704948425},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17923122644424438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6607697010040283},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6567451357841492},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6215222477912903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6205968856811523},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5506366491317749},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4856764078140259},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.47706711292266846},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4574093818664551},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.4519273638725281},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.44765812158584595},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.44557949900627136},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4274998903274536},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3465201258659363},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3380677402019501},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.29183751344680786},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26954880356788635},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.23163458704948425},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17923122644424438},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/enc.2003.1232898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/enc.2003.1232898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth Mexican International Conference on Computer Science, 2003. ENC 2003.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W641232363","https://openalex.org/W1589272560","https://openalex.org/W1963629711","https://openalex.org/W2019635781","https://openalex.org/W2020278873","https://openalex.org/W2020999234","https://openalex.org/W2037819914","https://openalex.org/W2054536235","https://openalex.org/W2074392786","https://openalex.org/W2099312945","https://openalex.org/W2104494306","https://openalex.org/W2104974755","https://openalex.org/W2105192278","https://openalex.org/W2108688738","https://openalex.org/W2118791399","https://openalex.org/W2121781154","https://openalex.org/W2131101836","https://openalex.org/W2135365788","https://openalex.org/W2154886776","https://openalex.org/W2156447601","https://openalex.org/W2156982683","https://openalex.org/W2164909551","https://openalex.org/W2474958793","https://openalex.org/W3007659517","https://openalex.org/W4234282793","https://openalex.org/W4249533638","https://openalex.org/W6620650853","https://openalex.org/W6676370482","https://openalex.org/W6684633170"],"related_works":["https://openalex.org/W4285277090","https://openalex.org/W4327738859","https://openalex.org/W2348722996","https://openalex.org/W2334570605","https://openalex.org/W3181683615","https://openalex.org/W4286826125","https://openalex.org/W1633485514","https://openalex.org/W1604739066","https://openalex.org/W2115878407","https://openalex.org/W1980454230"],"abstract_inverted_index":{"Stereo":[0],"matching":[1,77],"is":[2],"one":[3,53,69],"of":[4,23,61],"the":[5,21,42,59,90],"most":[6],"active":[7],"research":[8],"areas":[9],"in":[10,78],"computer":[11],"vision":[12],"and":[13],"many":[14],"algorithms":[15],"have":[16],"been":[17],"developed":[18],"to":[19,40,54,70,74],"solve":[20,41],"problem":[22],"stereo":[24,95],"correspondence.":[25],"In":[26],"this":[27],"work,":[28],"we":[29],"propose":[30],"a":[31,36,46,62],"parametric":[32],"model":[33,50],"based":[34],"on":[35],"new":[37],"Bayesian":[38],"formulation":[39],"correspondence":[43],"problem,":[44],"using":[45],"doubly":[47],"stochastic":[48],"prior":[49],"that":[51],"allows":[52,68],"find":[55],"optimal":[56],"estimators":[57],"by":[58],"minimization":[60],"differentiable":[63],"function.":[64],"This":[65],"approach":[66],"also":[67],"incorporate":[71],"edge":[72],"information":[73],"avoid":[75],"erroneous":[76],"large":[79],"regions":[80],"with":[81,92],"homogeneous":[82],"intensities.":[83],"Finally":[84],"some":[85],"experiments":[86],"are":[87],"presented,":[88],"comparing":[89],"results":[91],"today's":[93],"best-performing":[94],"algorithms.":[96]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}