{"id":"https://openalex.org/W2119082343","doi":"https://doi.org/10.1109/icip.2002.1040104","title":"Bayesian classification of eigencells","display_name":"Bayesian classification of eigencells","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2119082343","doi":"https://doi.org/10.1109/icip.2002.1040104","mag":"2119082343"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2002.1040104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2002.1040104","pdf_url":null,"source":{"id":"https://openalex.org/S4210223844","display_name":"Proceedings - International Conference on Image Processing","issn_l":"1522-4880","issn":["1522-4880","2381-8549"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. International Conference on Image Processing","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/A5004587843","display_name":"Saeid Sanei","orcid":"https://orcid.org/0000-0002-1446-5744"},"institutions":[{"id":"https://openalex.org/I202502355","display_name":"Singapore Polytechnic","ror":"https://ror.org/05pxcn248","country_code":"SG","type":"education","lineage":["https://openalex.org/I202502355"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"S. Sanei","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Singapore polytechnics, Singapore","Sch. of Electr. & Electron. Eng., Singapore Polytech., Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Singapore polytechnics, Singapore","institution_ids":["https://openalex.org/I202502355"]},{"raw_affiliation_string":"Sch. of Electr. & Electron. Eng., Singapore Polytech., Singapore","institution_ids":["https://openalex.org/I202502355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087105596","display_name":"Tim K. Lee","orcid":"https://orcid.org/0000-0002-0157-2081"},"institutions":[{"id":"https://openalex.org/I202502355","display_name":"Singapore Polytechnic","ror":"https://ror.org/05pxcn248","country_code":"SG","type":"education","lineage":["https://openalex.org/I202502355"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"T.K. Lee","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Singapore polytechnics, Singapore","Sch. of Electr. & Electron. Eng., Singapore Polytech., Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Singapore polytechnics, Singapore","institution_ids":["https://openalex.org/I202502355"]},{"raw_affiliation_string":"Sch. of Electr. & Electron. Eng., Singapore Polytech., Singapore","institution_ids":["https://openalex.org/I202502355"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004587843"],"corresponding_institution_ids":["https://openalex.org/I202502355"],"apc_list":null,"apc_paid":null,"fwci":0.2669,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58967043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"II","last_page":"929"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9958999752998352,"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/T10057","display_name":"Face and Expression Recognition","score":0.9958999752998352,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9937999844551086,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9803000092506409,"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/monochrome","display_name":"Monochrome","score":0.6941346526145935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6847469806671143},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6762124300003052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6335393190383911},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5818941593170166},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5314957499504089},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.49451372027397156},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.41707369685173035},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.355914831161499},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3324972987174988},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2210359275341034}],"concepts":[{"id":"https://openalex.org/C2776754580","wikidata":"https://www.wikidata.org/wiki/Q10770146","display_name":"Monochrome","level":2,"score":0.6941346526145935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6847469806671143},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6762124300003052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6335393190383911},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5818941593170166},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5314957499504089},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.49451372027397156},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.41707369685173035},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.355914831161499},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3324972987174988},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2210359275341034}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2002.1040104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2002.1040104","pdf_url":null,"source":{"id":"https://openalex.org/S4210223844","display_name":"Proceedings - International Conference on Image Processing","issn_l":"1522-4880","issn":["1522-4880","2381-8549"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. International Conference on Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W70383321","https://openalex.org/W2117671438","https://openalex.org/W2121647436","https://openalex.org/W2138451337","https://openalex.org/W2143784448","https://openalex.org/W2148694408","https://openalex.org/W2262607787","https://openalex.org/W2416325009","https://openalex.org/W2799061466","https://openalex.org/W2799244375","https://openalex.org/W4230946174","https://openalex.org/W4292023222","https://openalex.org/W6602820178","https://openalex.org/W6677517544"],"related_works":["https://openalex.org/W2356040864","https://openalex.org/W2623088128","https://openalex.org/W294870043","https://openalex.org/W214368458","https://openalex.org/W2376326586","https://openalex.org/W196475356","https://openalex.org/W146041580","https://openalex.org/W2005234362","https://openalex.org/W2162970382","https://openalex.org/W1997235926"],"abstract_inverted_index":{"A":[0,77],"new":[1],"method":[2,45,62,79],"for":[3,41],"identification":[4],"of":[5,13,50,95],"blood":[6],"cells":[7,123],"based":[8,92],"on":[9,25,93],"the":[10,61,72,86,88],"Bayesian":[11],"classification":[12,119],"eigencells":[14,89],"is":[15,63],"introduced.":[16],"The":[17],"work":[18],"by":[19,107],"M.":[20],"Turk":[21],"and":[22,39,60,82],"A.":[23],"Pentland":[24],"face":[26],"recognition":[27],"(see":[28],"J.":[29],"Cognitive":[30],"Neuroscience,":[31],"vol.3,":[32],"no.1,":[33],"p.71-86,":[34],"1991)":[35],"has":[36],"been":[37,58],"modified":[38],"used":[40],"cell":[42,105,118],"recognition.":[43],"Their":[44],"lacks":[46],"a":[47,102],"suitable":[48],"means":[49],"eigenvector":[51],"selection.":[52],"Also,":[53],"only":[54],"monochrome":[55],"images":[56],"have":[57],"considered":[59],"not":[64],"tolerant":[65],"enough":[66],"to":[67,74],"geometrical":[68,131],"changes.":[69],"We":[70],"extend":[71],"idea":[73],"colour":[75],"patterns.":[76],"fast":[78],"in":[80,117],"size":[81],"rotation":[83],"adjustment":[84],"preprocesses":[85],"images,":[87],"are":[90,124,133],"selected":[91],"minimisation":[94],"similarities":[96],"among":[97],"various":[98],"sets":[99],"and,":[100],"finally,":[101],"classifier":[103],"identifies":[104],"types":[106],"looking":[108],"at":[109],"three-fold":[110],"intensity-colour":[111],"information.":[112],"This":[113],"overcomes":[114],"many":[115],"problems":[116],"where":[120],"either":[121],"certain":[122],"recognised":[125],"or":[126],"some":[127],"constraints":[128],"such":[129],"as":[130],"variations":[132],"involved.":[134]},"counts_by_year":[{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
