{"id":"https://openalex.org/W2141963244","doi":"https://doi.org/10.1109/cvpr.2011.5995726","title":"Modelling composite shapes by Gibbs random fields","display_name":"Modelling composite shapes by Gibbs random fields","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2141963244","doi":"https://doi.org/10.1109/cvpr.2011.5995726","mag":"2141963244"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2011.5995726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2011.5995726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CVPR 2011","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/A5077472871","display_name":"Boris Flach","orcid":"https://orcid.org/0000-0002-4988-7541"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Boris Flach","raw_affiliation_strings":["Czech Technical University, Czech Republic","Czech Technical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Technical University, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Czech Technical University","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105528886","display_name":"Dmitrij Schlesinger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165059","display_name":"Hochschule f\u00fcr Technik und Wirtschaft Dresden \u2013 University of Applied Sciences","ror":"https://ror.org/05q5pk319","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210165059"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dmitrij Schlesinger","raw_affiliation_strings":["Dresden University of Technology, Germany","Dresden Univ. of Technol"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dresden University of Technology, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Dresden Univ. of Technol","institution_ids":["https://openalex.org/I78650965","https://openalex.org/I4210165059"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5234,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71205873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2177","last_page":"2182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","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"}},"topics":[{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.987500011920929,"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/random-field","display_name":"Random field","score":0.5699073672294617},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5522664189338684},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.4793996810913086},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.46418777108192444},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.394676148891449},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33598291873931885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3333427906036377},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14056754112243652},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1240883469581604}],"concepts":[{"id":"https://openalex.org/C130402806","wikidata":"https://www.wikidata.org/wiki/Q5361768","display_name":"Random field","level":2,"score":0.5699073672294617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5522664189338684},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4793996810913086},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.46418777108192444},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.394676148891449},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33598291873931885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3333427906036377},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14056754112243652},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1240883469581604},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cvpr.2011.5995726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2011.5995726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CVPR 2011","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.648.150","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.648.150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cmp.felk.cvut.cz/~flachbor/publications/cvpr2011-1873.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1489641490","https://openalex.org/W1579788182","https://openalex.org/W2061626909","https://openalex.org/W2081425135","https://openalex.org/W2107495274","https://openalex.org/W2110306576","https://openalex.org/W2116064496","https://openalex.org/W2120340025","https://openalex.org/W2130184048","https://openalex.org/W2137115124","https://openalex.org/W2147196093","https://openalex.org/W2162856522","https://openalex.org/W2535516436","https://openalex.org/W4293052541","https://openalex.org/W6634725984","https://openalex.org/W6680735564"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W1585007175","https://openalex.org/W2073681303","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W4300101996","https://openalex.org/W2317200988","https://openalex.org/W4253593777","https://openalex.org/W2951497643","https://openalex.org/W2165950148"],"abstract_inverted_index":{"We":[0,12],"analyse":[1],"the":[2,15],"potential":[3],"of":[4,18,47],"Gibbs":[5],"Random":[6],"Fields":[7],"for":[8],"shape":[9,30],"prior":[10],"modelling.":[11],"show":[13],"that":[14],"expressive":[16],"power":[17],"second":[19],"order":[20],"GRFs":[21],"is":[22],"already":[23],"sufficient":[24],"to":[25,38],"express":[26],"spatial":[27,45],"relations":[28],"between":[29],"parts":[31],"and":[32,40],"simple":[33],"shapes":[34,43],"simultaneously.":[35],"This":[36],"allows":[37],"model":[39],"recognise":[41],"complex":[42],"as":[44],"compositions":[46],"simpler":[48],"parts.":[49]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
