{"id":"https://openalex.org/W2293087964","doi":"https://doi.org/10.1109/icip.2015.7351196","title":"Cost aggregation table: A theoretic derivation on the Markov random field and its relation to message passing","display_name":"Cost aggregation table: A theoretic derivation on the Markov random field and its relation to message passing","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2293087964","doi":"https://doi.org/10.1109/icip.2015.7351196","mag":"2293087964"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2015.7351196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","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/A5018388047","display_name":"Jeong Mok Ha","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeong Mok Ha","raw_affiliation_strings":["Electrical Engineering, Pohang University of Science and Technology (POSTECH)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Pohang University of Science and Technology (POSTECH)","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011397041","display_name":"Byeongchan Jeon","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byeongchan Jeon","raw_affiliation_strings":["Electrical Engineering, Pohang University of Science and Technology (POSTECH)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Pohang University of Science and Technology (POSTECH)","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012539079","display_name":"JeaYoung Jeon","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"JeaYoung Jeon","raw_affiliation_strings":["Electrical Engineering, Pohang University of Science and Technology (POSTECH)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Pohang University of Science and Technology (POSTECH)","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040410793","display_name":"Sung Yong Jo","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung Yong Jo","raw_affiliation_strings":["Electrical Engineering, Pohang University of Science and Technology (POSTECH)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Pohang University of Science and Technology (POSTECH)","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101498220","display_name":"Hong Jeong","orcid":"https://orcid.org/0000-0001-8464-6033"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hong Jeong","raw_affiliation_strings":["Electrical Engineering, Pohang University of Science and Technology (POSTECH)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Pohang University of Science and Technology (POSTECH)","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":null,"apc_paid":null,"fwci":0.2703,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61161391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2224","last_page":"2228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.989799976348877,"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":0.989799976348877,"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/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9129999876022339,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.8005229234695435},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.7280505895614624},{"id":"https://openalex.org/keywords/message-passing","display_name":"Message passing","score":0.7036659717559814},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6155291795730591},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6068190932273865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.579475462436676},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.557494044303894},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5571150183677673},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5409371256828308},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5103363394737244},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4741705656051636},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4548102915287018},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44288143515586853},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4277884066104889},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.42199140787124634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32255518436431885},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.28470146656036377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22430077195167542},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15638664364814758},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09752058982849121},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.0850822925567627},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08018895983695984},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08003279566764832}],"concepts":[{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.8005229234695435},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.7280505895614624},{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.7036659717559814},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6155291795730591},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6068190932273865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.579475462436676},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.557494044303894},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5571150183677673},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5409371256828308},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5103363394737244},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4741705656051636},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4548102915287018},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44288143515586853},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4277884066104889},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.42199140787124634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32255518436431885},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28470146656036377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22430077195167542},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15638664364814758},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09752058982849121},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.0850822925567627},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08018895983695984},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08003279566764832},{"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/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2015.7351196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W84328073","https://openalex.org/W117717820","https://openalex.org/W161217653","https://openalex.org/W1512346827","https://openalex.org/W1560512119","https://openalex.org/W1651266332","https://openalex.org/W1989262094","https://openalex.org/W2020316425","https://openalex.org/W2020999234","https://openalex.org/W2065301447","https://openalex.org/W2108619558","https://openalex.org/W2115579991","https://openalex.org/W2117248802","https://openalex.org/W2142158949","https://openalex.org/W2143516773","https://openalex.org/W2150066425","https://openalex.org/W2164918853","https://openalex.org/W2165114467","https://openalex.org/W2165949176","https://openalex.org/W2494602507","https://openalex.org/W4213262319","https://openalex.org/W6655799574"],"related_works":["https://openalex.org/W2050010277","https://openalex.org/W2163364417","https://openalex.org/W2963109230","https://openalex.org/W2896991873","https://openalex.org/W2180905035","https://openalex.org/W2122977448","https://openalex.org/W4286892381","https://openalex.org/W2396038226","https://openalex.org/W4301665663","https://openalex.org/W2124250880"],"abstract_inverted_index":{"The":[0,92],"cost":[1,8],"aggregation":[2,9],"table":[3,22],"(CAT)":[4],"algorithm":[5],"is":[6,102,124],"a":[7,50,162],"method":[10,33,48],"for":[11,49],"stereo":[12,46],"matching":[13,25,47],"that":[14,94,119,131,149],"combines":[15],"the":[16,19,28,43,72,81,112,120,154,157],"ideas":[17],"of":[18,84,108,122,156,159],"summed":[20],"area":[21],"and":[23,134],"semi-global":[24],"(SGM).":[26],"For":[27],"same":[29,73],"computational":[30,74],"complexity,":[31],"this":[32,77,150],"generates":[34,61],"more":[35,62],"accurate":[36,63],"disparity":[37,64,98],"results":[38,65,99],"than":[39,66,100],"SGM,":[40,132],"which":[41],"was":[42],"most":[44],"efficient":[45],"decade.":[51],"However,":[52],"it":[53],"has":[54],"not":[55],"been":[56],"explained":[57],"theoretically":[58],"why":[59],"CAT":[60,85,95,123,160],"SGM":[67,101],"even":[68],"though":[69],"they":[70],"have":[71],"complexity.":[75],"In":[76,115],"paper,":[78],"we":[79,117],"address":[80],"theoretic":[82],"derivation":[83],"based":[86],"on":[87,111,143],"Markov":[88],"random":[89],"fields":[90],"(MRFs).":[91],"reason":[93],"gives":[96],"better":[97],"proven":[103],"to":[104,140,164],"be":[105,153],"an":[106],"aspect":[107],"energy":[109],"minimization":[110],"factor":[113],"graph.":[114],"addition,":[116],"show":[118],"origin":[121],"in":[125],"message":[126],"passing-based":[127],"algorithms":[128],"by":[129],"showing":[130],"CAT,":[133],"belief":[135],"propagation":[136],"are":[137],"all":[138],"related":[139],"each":[141],"other":[142],"different":[144],"graph":[145],"structures.":[146],"We":[147],"hope":[148],"work":[151],"will":[152],"start":[155],"generalization":[158],"as":[161],"solution":[163],"labeling":[165],"problems.":[166]},"counts_by_year":[{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}