{"id":"https://openalex.org/W2114741181","doi":"https://doi.org/10.1109/iccv.2007.4408890","title":"MRF Optimization via Dual Decomposition: Message-Passing Revisited","display_name":"MRF Optimization via Dual Decomposition: Message-Passing Revisited","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2114741181","doi":"https://doi.org/10.1109/iccv.2007.4408890","mag":"2114741181"},"language":"en","primary_location":{"id":"doi:10.1109/iccv.2007.4408890","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv.2007.4408890","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 11th International Conference on Computer Vision","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/A5043423948","display_name":"Nikos Komodakis","orcid":"https://orcid.org/0009-0000-6767-5641"},"institutions":[{"id":"https://openalex.org/I216852786","display_name":"\u00c9cole Centrale Paris","ror":"https://ror.org/00v0y5771","country_code":"FR","type":"education","lineage":["https://openalex.org/I216852786"]},{"id":"https://openalex.org/I4210116658","display_name":"\u00c9cole Centrale d'\u00c9lectronique","ror":"https://ror.org/02k6n4s14","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116658"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nikos Komodakis","raw_affiliation_strings":["Ecole Centrale Paris, MAS, France","Ecole Centrale Paris, Paris"],"affiliations":[{"raw_affiliation_string":"Ecole Centrale Paris, MAS, France","institution_ids":["https://openalex.org/I4210116658","https://openalex.org/I216852786"]},{"raw_affiliation_string":"Ecole Centrale Paris, Paris","institution_ids":["https://openalex.org/I216852786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077223134","display_name":"Nikos Paragios","orcid":"https://orcid.org/0000-0002-9668-4763"},"institutions":[{"id":"https://openalex.org/I216852786","display_name":"\u00c9cole Centrale Paris","ror":"https://ror.org/00v0y5771","country_code":"FR","type":"education","lineage":["https://openalex.org/I216852786"]},{"id":"https://openalex.org/I4210116658","display_name":"\u00c9cole Centrale d'\u00c9lectronique","ror":"https://ror.org/02k6n4s14","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nikos Paragios","raw_affiliation_strings":["Ecole Centrale Paris, MAS, France","Ecole Centrale Paris, Paris"],"affiliations":[{"raw_affiliation_string":"Ecole Centrale Paris, MAS, France","institution_ids":["https://openalex.org/I4210116658","https://openalex.org/I216852786"]},{"raw_affiliation_string":"Ecole Centrale Paris, Paris","institution_ids":["https://openalex.org/I216852786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076710234","display_name":"Georgios Tziritas","orcid":"https://orcid.org/0000-0002-1802-1825"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Tziritas","raw_affiliation_strings":["University of Crete, Greece","University of Crete. tziritas@csd.uoc.gr"],"affiliations":[{"raw_affiliation_string":"University of Crete, Greece","institution_ids":["https://openalex.org/I142617266"]},{"raw_affiliation_string":"University of Crete. tziritas@csd.uoc.gr","institution_ids":["https://openalex.org/I142617266"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043423948"],"corresponding_institution_ids":["https://openalex.org/I216852786","https://openalex.org/I4210116658"],"apc_list":null,"apc_paid":null,"fwci":21.374,"has_fulltext":false,"cited_by_count":271,"citation_normalized_percentile":{"value":0.99668019,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/message-passing","display_name":"Message passing","score":0.9229289293289185},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8069536685943604},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6892259120941162},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.686692476272583},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6486665606498718},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4953862428665161},{"id":"https://openalex.org/keywords/message-passing-interface","display_name":"Message Passing Interface","score":0.47399961948394775},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.44061148166656494},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36647504568099976},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3005344569683075},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09346365928649902}],"concepts":[{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.9229289293289185},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8069536685943604},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6892259120941162},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.686692476272583},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6486665606498718},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4953862428665161},{"id":"https://openalex.org/C166782233","wikidata":"https://www.wikidata.org/wiki/Q127879","display_name":"Message Passing Interface","level":3,"score":0.47399961948394775},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.44061148166656494},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36647504568099976},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3005344569683075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09346365928649902},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccv.2007.4408890","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv.2007.4408890","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 11th International Conference on Computer Vision","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.150.3345","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.150.3345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mas.ecp.fr/Personnel/nikos/pub/iccv07.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1020365872","https://openalex.org/W1957358235","https://openalex.org/W2108619558","https://openalex.org/W2143516773","https://openalex.org/W2149203124","https://openalex.org/W2159080219","https://openalex.org/W2164918853","https://openalex.org/W2169415915","https://openalex.org/W2798766386","https://openalex.org/W4244633107","https://openalex.org/W6640992714"],"related_works":["https://openalex.org/W2124048060","https://openalex.org/W1902983110","https://openalex.org/W2378910916","https://openalex.org/W4386915331","https://openalex.org/W2086666199","https://openalex.org/W1511717675","https://openalex.org/W2116006827","https://openalex.org/W2361929291","https://openalex.org/W1493716264","https://openalex.org/W1997862718"],"abstract_inverted_index":{"A":[0],"new":[1,59],"message-passing":[2,54],"scheme":[3,13],"for":[4,52],"MRF":[5],"optimization":[6],"is":[7,33],"proposed":[8],"in":[9,26],"this":[10],"paper.":[11],"This":[12],"inherits":[14],"better":[15],"theoretical":[16,78],"properties":[17],"than":[18],"all":[19],"other":[20],"state-of-the-art":[21],"message":[22],"passing":[23],"methods":[24],"and":[25,44,49,67,79],"practice":[27],"performs":[28],"equally":[29],"well/outperforms":[30],"them.":[31],"It":[32],"based":[34],"on":[35],"the":[36,70,73,76],"very":[37],"powerful":[38],"technique":[39],"of":[40,72,82],"Dual":[41],"Decomposition":[42],"[1]":[43],"leads":[45],"to":[46],"an":[47],"elegant":[48],"general":[50],"framework":[51],"understanding/designing":[53],"algorithms":[55],"that":[56],"can":[57],"provide":[58],"insights":[60],"into":[61],"existing":[62],"techniques.":[63],"Promising":[64],"experimental":[65],"results":[66],"comparisons":[68],"with":[69],"state":[71],"art":[74],"demonstrate":[75],"extreme":[77],"practical":[80],"potentials":[81],"our":[83],"approach.":[84]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":21},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":28},{"year":2013,"cited_by_count":25},{"year":2012,"cited_by_count":38}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
