{"id":"https://openalex.org/W1964127709","doi":"https://doi.org/10.2316/journal.206.2005.1.206-2772","title":"Bayesian Image Understanding: From Images to Virtual Forests","display_name":"Bayesian Image Understanding: From Images to Virtual Forests","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W1964127709","doi":"https://doi.org/10.2316/journal.206.2005.1.206-2772","mag":"1964127709"},"language":"en","primary_location":{"id":"doi:10.2316/journal.206.2005.1.206-2772","is_oa":false,"landing_page_url":"https://doi.org/10.2316/journal.206.2005.1.206-2772","pdf_url":null,"source":{"id":"https://openalex.org/S74998426","display_name":"International Journal of Robotics and Automation","issn_l":"0826-8185","issn":["0826-8185","1925-7090"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Robotics and Automation","raw_type":"journal-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/A5031543991","display_name":"Terry Caelli","orcid":"https://orcid.org/0000-0001-9281-2556"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T. Caelli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100753413","display_name":"Li Cheng","orcid":"https://orcid.org/0000-0003-3261-3533"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"L. Cheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5013364083","display_name":"Qiansheng Fang","orcid":"https://orcid.org/0009-0005-7344-0028"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Q. Fang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3458,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68429314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9980999827384949,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9976000189781189,"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":0.6584616899490356},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6559591293334961},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.6514620780944824},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6252622604370117},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6222654581069946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5922468304634094},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4981372356414795},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.45569461584091187},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3794787526130676},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3741973638534546},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1952897012233734}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6584616899490356},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6559591293334961},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.6514620780944824},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6252622604370117},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6222654581069946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5922468304634094},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4981372356414795},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.45569461584091187},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3794787526130676},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3741973638534546},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1952897012233734},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2316/journal.206.2005.1.206-2772","is_oa":false,"landing_page_url":"https://doi.org/10.2316/journal.206.2005.1.206-2772","pdf_url":null,"source":{"id":"https://openalex.org/S74998426","display_name":"International Journal of Robotics and Automation","issn_l":"0826-8185","issn":["0826-8185","1925-7090"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Robotics and Automation","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30138412","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1636244751","https://openalex.org/W1984839778","https://openalex.org/W2019599312","https://openalex.org/W2041432922","https://openalex.org/W2098507775","https://openalex.org/W2101897555","https://openalex.org/W2104974755","https://openalex.org/W2106596127","https://openalex.org/W2114059901","https://openalex.org/W2125838338","https://openalex.org/W2126247504","https://openalex.org/W2126397022","https://openalex.org/W2136761100","https://openalex.org/W2142074624","https://openalex.org/W2151658918","https://openalex.org/W3022037017","https://openalex.org/W4238187378"],"related_works":["https://openalex.org/W2372267530","https://openalex.org/W2969189870","https://openalex.org/W2585791450","https://openalex.org/W3015855446","https://openalex.org/W4303857162","https://openalex.org/W2965643117","https://openalex.org/W4288266653","https://openalex.org/W2407375987","https://openalex.org/W2505726097","https://openalex.org/W2950975704"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"consider":[4],"the":[5,11],"full":[6],"cycle":[7],"of":[8,13,30],"Image":[9],"Understanding(IU):":[10],"generation":[12],"3D":[14],"object":[15],"hypotheses":[16],"(inverse":[17],"model)":[18],"fromimages":[19],"and":[20],"their":[21],"projections":[22],"back":[23],"onto":[24],"image":[25],"data":[26],"(forward":[27],"model)in":[28],"terms":[29],"Bayesian":[31],"inference":[32],"processes.":[33]},"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}