{"id":"https://openalex.org/W2144023567","doi":"https://doi.org/10.1109/sips.2008.4671754","title":"Analysis of belief propagation for hardware realization","display_name":"Analysis of belief propagation for hardware realization","publication_year":2008,"publication_date":"2008-10-01","ids":{"openalex":"https://openalex.org/W2144023567","doi":"https://doi.org/10.1109/sips.2008.4671754","mag":"2144023567"},"language":"en","primary_location":{"id":"doi:10.1109/sips.2008.4671754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sips.2008.4671754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Workshop on Signal Processing Systems","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/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","Grad. Inst. of Electron. Eng., Nat. Taiwan Univ., Taipei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Electronics Engineering","institution_ids":[]},{"raw_affiliation_string":"Grad. Inst. of Electron. Eng., Nat. Taiwan Univ., Taipei","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/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":"Chia-Kai Liang","raw_affiliation_strings":["Graduate Institute of Communication Engineering","Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering","institution_ids":[]},{"raw_affiliation_string":"Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","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":["National Taiwan University, Taipei, TW","Dept. of Electr. Eng, Nat. Taiwan Univ., Taipei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, TW","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Dept. of Electr. Eng, Nat. Taiwan Univ., Taipei","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046838550","display_name":"Homer H. Chen","orcid":"https://orcid.org/0000-0002-8795-1911"},"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":"Homer H. Chen","raw_affiliation_strings":["Graduate Institute of Communication Engineering","Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering","institution_ids":[]},{"raw_affiliation_string":"Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei","institution_ids":["https://openalex.org/I16733864"]}]},{"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","Grad. Inst. of Electron. Eng., Nat. Taiwan Univ., Taipei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Electronics Engineering","institution_ids":[]},{"raw_affiliation_string":"Grad. Inst. of Electron. Eng., Nat. Taiwan Univ., Taipei","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":2.0852,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89254466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"152","last_page":"157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9998999834060669,"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":0.9998999834060669,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9983999729156494,"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":0.7945293188095093},{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.6842848062515259},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.6710523962974548},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.6646965742111206},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.6049104928970337},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.5711416006088257},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.47909027338027954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.412556529045105},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4102441668510437},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.39497146010398865},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3421633541584015},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3371920585632324},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3243890106678009},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08928459882736206},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0848986804485321}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7945293188095093},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.6842848062515259},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.6710523962974548},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6646965742111206},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.6049104928970337},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.5711416006088257},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.47909027338027954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.412556529045105},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4102441668510437},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.39497146010398865},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3421633541584015},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3371920585632324},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3243890106678009},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08928459882736206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0848986804485321},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/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/sips.2008.4671754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sips.2008.4671754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Workshop on Signal Processing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1997063559","https://openalex.org/W2020999234","https://openalex.org/W2059043768","https://openalex.org/W2104974755","https://openalex.org/W2105029388","https://openalex.org/W2107884096","https://openalex.org/W2115547150","https://openalex.org/W2137017911","https://openalex.org/W2143516773","https://openalex.org/W2144820986","https://openalex.org/W2146914716","https://openalex.org/W2148852318","https://openalex.org/W2165949176"],"related_works":["https://openalex.org/W2963817320","https://openalex.org/W2377432969","https://openalex.org/W2000444236","https://openalex.org/W2384475851","https://openalex.org/W4307680413","https://openalex.org/W2396038226","https://openalex.org/W2109489568","https://openalex.org/W2949726649","https://openalex.org/W2353602216","https://openalex.org/W2367078749"],"abstract_inverted_index":{"Belief":[0],"propagation":[1,57],"has":[2],"become":[3],"a":[4,54,71],"popular":[5],"technique":[6,46],"for":[7],"solving":[8],"computer":[9],"vision":[10],"problems,":[11],"such":[12],"as":[13],"stereo":[14,83],"estimation":[15,84],"and":[16,24,26,41,66,85],"image":[17],"denoising.":[18],"However,":[19],"it":[20],"requires":[21],"large":[22],"memory":[23,40],"bandwidth,":[25],"hence":[27],"na\u00efve":[28],"hardware":[29,49],"implementation":[30],"is":[31,90],"prohibitive.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36,52],"first":[37],"analyze":[38],"the":[39,45,48,79,93],"bandwidth":[42,68],"requirements":[43],"of":[44,73],"from":[47],"perspective.":[50],"Then,":[51],"propose":[53],"tile-based":[55],"belief":[56],"algorithm":[58,81],"that":[59,87],"works":[60],"with":[61],"existing":[62],"data":[63],"reuse":[64],"schemes":[65],"achieves":[67],"reduction":[69],"by":[70],"factor":[72],"10":[74],"to":[75,82,92],"400.":[76],"We":[77],"apply":[78],"proposed":[80],"show":[86],"its":[88],"performance":[89],"comparable":[91],"original":[94],"algorithm.":[95]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
