{"id":"https://openalex.org/W2065470142","doi":"https://doi.org/10.1109/icip.2010.5653382","title":"Efficient message reduction algorithm for stereo matching using belief propagation","display_name":"Efficient message reduction algorithm for stereo matching using belief propagation","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W2065470142","doi":"https://doi.org/10.1109/icip.2010.5653382","mag":"2065470142"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2010.5653382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2010.5653382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Image Processing","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/A5065606753","display_name":"Yen\u2010Chieh Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yen-Chieh Lai","raw_affiliation_strings":["Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan","[Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"[Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan.]","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023590677","display_name":"Chao\u2010Chung Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chao-Chung Cheng","raw_affiliation_strings":["Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan","[Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"[Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan.]","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064467581","display_name":"Chia\u2010Kai Liang","orcid":"https://orcid.org/0000-0003-3649-2505"},"institutions":[{"id":"https://openalex.org/I1304082316","display_name":"United States Department of the Army","ror":"https://ror.org/035w1gb98","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796"]},{"id":"https://openalex.org/I2802777525","display_name":"R.O.C Military Academy","ror":"https://ror.org/02xcgb468","country_code":"TW","type":"government","lineage":["https://openalex.org/I2802777525"]},{"id":"https://openalex.org/I4210151721","display_name":"Tri-Service General Hospital Songshan Branch","ror":"https://ror.org/046h7rx26","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210151721"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Chia-Kai Liang","raw_affiliation_strings":["Army of Taiwan, Taiwan","Army of Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Army of Taiwan, Taiwan","institution_ids":[]},{"raw_affiliation_string":"Army of Taiwan, R.O.C","institution_ids":["https://openalex.org/I1304082316","https://openalex.org/I2802777525","https://openalex.org/I4210151721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071031607","display_name":"Liang\u2010Gee Chen","orcid":"https://orcid.org/0000-0001-9746-9355"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Liang-Gee Chen","raw_affiliation_strings":["Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan","[Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"[Graduate Institute of Electronics Engineering, National Taiwan University, Taiwan.]","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3598,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82603374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"30","issue":null,"first_page":"2977","last_page":"2980"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9991000294685364,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8502573370933533},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.6104559302330017},{"id":"https://openalex.org/keywords/video-graphics-array","display_name":"Video Graphics Array","score":0.6078521013259888},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5888732075691223},{"id":"https://openalex.org/keywords/blossom-algorithm","display_name":"Blossom algorithm","score":0.525821328163147},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.506318211555481},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.475605309009552},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4489556550979614},{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.4480845034122467},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4342890977859497},{"id":"https://openalex.org/keywords/high-memory","display_name":"High memory","score":0.4284517467021942},{"id":"https://openalex.org/keywords/distributed-memory","display_name":"Distributed memory","score":0.4262849688529968},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4178749918937683},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3790353536605835},{"id":"https://openalex.org/keywords/shared-memory","display_name":"Shared memory","score":0.375274658203125},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13205304741859436}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8502573370933533},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.6104559302330017},{"id":"https://openalex.org/C139983466","wikidata":"https://www.wikidata.org/wiki/Q17194","display_name":"Video Graphics Array","level":3,"score":0.6078521013259888},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5888732075691223},{"id":"https://openalex.org/C61455927","wikidata":"https://www.wikidata.org/wiki/Q1030529","display_name":"Blossom algorithm","level":3,"score":0.525821328163147},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.506318211555481},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.475605309009552},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4489556550979614},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.4480845034122467},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4342890977859497},{"id":"https://openalex.org/C2781357197","wikidata":"https://www.wikidata.org/wiki/Q5757597","display_name":"High memory","level":2,"score":0.4284517467021942},{"id":"https://openalex.org/C91481028","wikidata":"https://www.wikidata.org/wiki/Q1054686","display_name":"Distributed memory","level":3,"score":0.4262849688529968},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4178749918937683},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3790353536605835},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.375274658203125},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13205304741859436},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2010.5653382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2010.5653382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Image Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.467.1031","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.467.1031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://mpac.ee.ntu.edu.tw/~chiakai/hebp/pdf/ICIP2010.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1674866864","https://openalex.org/W2067017781","https://openalex.org/W2098098635","https://openalex.org/W2105029388","https://openalex.org/W2107884096","https://openalex.org/W2128357735","https://openalex.org/W2143516773","https://openalex.org/W2144023567","https://openalex.org/W2146914716","https://openalex.org/W2165949176","https://openalex.org/W6681589742"],"related_works":["https://openalex.org/W2555068704","https://openalex.org/W2078317002","https://openalex.org/W2107186825","https://openalex.org/W2075142972","https://openalex.org/W4243474409","https://openalex.org/W2993780376","https://openalex.org/W3145767355","https://openalex.org/W2607256436","https://openalex.org/W2114927422","https://openalex.org/W2528745529"],"abstract_inverted_index":{"Belief":[0],"propagation":[1],"(BP)":[2],"is":[3,77,105],"a":[4,70],"popular":[5],"global":[6],"optimization":[7],"technique":[8],"in":[9,19],"computer":[10],"vision.":[11],"However,":[12],"it":[13,23],"requires":[14],"huge":[15],"bandwidth":[16,45,62],"and":[17,46,61,104,110],"memory":[18,47,60,86,102],"hardware":[20,109],"implementation":[21],"because":[22],"iteratively":[24],"processes":[25],"messages":[26],"between":[27],"the":[28,44,51,59,74,79,101],"neighboring":[29],"nodes.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34,56],"propose":[35],"an":[36],"efficient":[37],"message":[38,53,85],"reduction":[39,87],"algorithm":[40,81,98],"that":[41],"greatly":[42,99],"reduces":[43,100],"consumption.":[48],"Compared":[49],"with":[50,63,88],"original":[52],"passing":[54],"operation,":[55],"successfully":[57],"reduce":[58],"similar":[64],"quality.":[65],"For":[66],"stereo":[67],"matching":[68],"of":[69],"VGA":[71],"input":[72],"where":[73],"disparity":[75],"range":[76],"64,":[78],"proposed":[80,97],"can":[82],"achieve":[83],"93.75%":[84],"about":[89],"only":[90],"0.2-2.2%":[91],"bad":[92],"pixels":[93],"quality":[94],"degradation.":[95],"The":[96],"requirement":[103],"suitable":[106],"both":[107],"for":[108],"software":[111],"realization.":[112]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}