{"id":"https://openalex.org/W1755764416","doi":"https://doi.org/10.1007/11595755_14","title":"Toward a Unified Probabilistic Framework for Object Recognition and Segmentation","display_name":"Toward a Unified Probabilistic Framework for Object Recognition and Segmentation","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W1755764416","doi":"https://doi.org/10.1007/11595755_14","mag":"1755764416"},"language":"en","primary_location":{"id":"doi:10.1007/11595755_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11595755_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5089666177","display_name":"Huei\u2010Ju Chen","orcid":"https://orcid.org/0000-0001-5095-8821"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Huei-Ju Chen","raw_affiliation_strings":["Dept. of Cognitive Science, UC San Diego, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Cognitive Science, UC San Diego, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062270059","display_name":"Kuang-Chih Lee","orcid":"https://orcid.org/0009-0007-5198-9866"},"institutions":[{"id":"https://openalex.org/I4210101640","display_name":"Gojo (United States)","ror":"https://ror.org/019jh9f64","country_code":"US","type":"company","lineage":["https://openalex.org/I4210101640"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kuang-Chih Lee","raw_affiliation_strings":["OJOS Inc., \u00a0","OJOS Inc.,"],"affiliations":[{"raw_affiliation_string":"OJOS Inc., \u00a0","institution_ids":["https://openalex.org/I4210101640"]},{"raw_affiliation_string":"OJOS Inc.,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065572124","display_name":"Erik Murphy-Chutorian","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik Murphy-Chutorian","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, UC San Diego, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, UC San Diego, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065703786","display_name":"Jochen Triesch","orcid":"https://orcid.org/0000-0001-8166-2441"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]},{"id":"https://openalex.org/I2801628138","display_name":"Frankfurt Institute for Advanced Studies","ror":"https://ror.org/05vmv8m79","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801628138"]},{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Jochen Triesch","raw_affiliation_strings":["Dept. of Cognitive Science, UC San Diego, USA","Frankfurt Institute for Advanced Studies, J.W. Goethe University, Frankfurt/Main, Germany"],"affiliations":[{"raw_affiliation_string":"Dept. of Cognitive Science, UC San Diego, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"Frankfurt Institute for Advanced Studies, J.W. Goethe University, Frankfurt/Main, Germany","institution_ids":["https://openalex.org/I2801628138","https://openalex.org/I114090438"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089666177"],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.026,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75477341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"108","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991999864578247,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991999864578247,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9944999814033508,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9944000244140625,"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/computer-science","display_name":"Computer science","score":0.8367090225219727},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7710518836975098},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6889672875404358},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6708195209503174},{"id":"https://openalex.org/keywords/gibbs-sampling","display_name":"Gibbs sampling","score":0.644497811794281},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6054421067237854},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5773056745529175},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5750712156295776},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5712401866912842},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.499114990234375},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.45704466104507446},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4516262114048004},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.443651020526886},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4342961311340332},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35363179445266724}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8367090225219727},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7710518836975098},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6889672875404358},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6708195209503174},{"id":"https://openalex.org/C158424031","wikidata":"https://www.wikidata.org/wiki/Q1191905","display_name":"Gibbs sampling","level":3,"score":0.644497811794281},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6054421067237854},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5773056745529175},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5750712156295776},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5712401866912842},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.499114990234375},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.45704466104507446},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4516262114048004},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.443651020526886},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4342961311340332},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35363179445266724}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/11595755_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11595755_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.673.7456","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.673.7456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://vision.ucsd.edu/%7Eleekc/papers/isvc05.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W169312341","https://openalex.org/W2017994260","https://openalex.org/W2096349671","https://openalex.org/W2104095591","https://openalex.org/W2119823327","https://openalex.org/W2130103520","https://openalex.org/W2130260587","https://openalex.org/W2134223620","https://openalex.org/W2135512949","https://openalex.org/W2151103935","https://openalex.org/W2153110463","https://openalex.org/W2164877691","https://openalex.org/W2171048379","https://openalex.org/W2171188998","https://openalex.org/W4241307704","https://openalex.org/W4251485470"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2785294226","https://openalex.org/W2068271400","https://openalex.org/W2372421320","https://openalex.org/W2057775483","https://openalex.org/W2041871225","https://openalex.org/W2386644571","https://openalex.org/W2016293927"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
