{"id":"https://openalex.org/W2129976136","doi":"https://doi.org/10.1109/cvpr.2003.1211534","title":"Texture classification: are filter banks necessary?","display_name":"Texture classification: are filter banks necessary?","publication_year":2003,"publication_date":"2003-12-22","ids":{"openalex":"https://openalex.org/W2129976136","doi":"https://doi.org/10.1109/cvpr.2003.1211534","mag":"2129976136"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2003.1211534","doi":"https://doi.org/10.1109/cvpr.2003.1211534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2003.1211534","pdf_url":null,"source":{"id":"https://openalex.org/S4210176548","display_name":"IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings","issn_l":"1063-6919","issn":["1063-6919","2332-564X","2575-7075"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings.","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W2129976136"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ora.ox.ac.uk/objects/uuid:7f8a3ce2-cda0-4e64-9da4-95cd78d2ab08/files/snz806155h","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051880496","display_name":"Manik Varma","orcid":"https://orcid.org/0000-0003-4516-6613","observed_orcids":["https://orcid.org/0000-0003-4516-6613"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. Varma","raw_affiliation_strings":["Robotics Research Group, Department of Engineering Science, University of Oxford, Oxford, UK","Robotics Research Group, University of Oxford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics Research Group, Department of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Robotics Research Group, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057678172","display_name":"Andrew Zisserman","orcid":"https://orcid.org/0000-0002-8945-8573","observed_orcids":["https://orcid.org/0000-0002-8945-8573"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. Zisserman","raw_affiliation_strings":["Robotics Research Group, Department of Engineering Science, University of Oxford, Oxford, UK","Robotics Research Group \u2013 Dept. of Engineering Science, University of Oxford, Oxford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics Research Group, Department of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Robotics Research Group \u2013 Dept. of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":null,"apc_paid":null,"fwci":14.457,"has_fulltext":true,"cited_by_count":428,"citation_normalized_percentile":{"value":0.99426373,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"2","issue":null,"first_page":"II","last_page":"691"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9980000257492065,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9980000257492065,"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":0.000699999975040555,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/texture-classification","display_name":"texture classification","score":0.9990000128746033},{"id":"https://openalex.org/keywords/filter-banks","display_name":"filter banks","score":0.8140000104904175},{"id":"https://openalex.org/keywords/markov-random-fields","display_name":"Markov random fields","score":0.9269999861717224}],"concepts":[{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.7403240203857422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7184258103370667},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.6779472827911377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6534707546234131},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6319292783737183},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6277793645858765},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.62517911195755},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5751725435256958},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5218724012374878},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4716184437274933},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.42821893095970154},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.41391319036483765},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30018311738967896},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.18065300583839417},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14463543891906738},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0965261459350586},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cvpr.2003.1211534","doi":"https://doi.org/10.1109/cvpr.2003.1211534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2003.1211534","pdf_url":null,"source":{"id":"https://openalex.org/S4210176548","display_name":"IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings","issn_l":"1063-6919","issn":["1063-6919","2332-564X","2575-7075"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings.","raw_type":"proceedings-article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:7f8a3ce2-cda0-4e64-9da4-95cd78d2ab08","doi":null,"is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:7f8a3ce2-cda0-4e64-9da4-95cd78d2ab08/files/snz806155h","pdf_url":"https://ora.ox.ac.uk/objects/uuid:7f8a3ce2-cda0-4e64-9da4-95cd78d2ab08/files/snz806155h","source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements","raw_type":"http://purl.org/coar/resource_type/c_5794"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.158.5161","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.158.5161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://facweb.cs.depaul.edu/research/vc/seminar/varma03.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.87.4651","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.87.4651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://research.microsoft.com/~manik/pubs/varma03.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:ora.ox.ac.uk:uuid:7f8a3ce2-cda0-4e64-9da4-95cd78d2ab08","doi":null,"is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:7f8a3ce2-cda0-4e64-9da4-95cd78d2ab08/files/snz806155h","pdf_url":"https://ora.ox.ac.uk/objects/uuid:7f8a3ce2-cda0-4e64-9da4-95cd78d2ab08/files/snz806155h","source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320290","display_name":"University of Oxford","ror":"https://ror.org/052gg0110"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2129976136.pdf","grobid_xml":"https://content.openalex.org/works/W2129976136.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1484228140","https://openalex.org/W1490632837","https://openalex.org/W1494743230","https://openalex.org/W1508960934","https://openalex.org/W1651266332","https://openalex.org/W1999360130","https://openalex.org/W2000123870","https://openalex.org/W2020999234","https://openalex.org/W2042371054","https://openalex.org/W2084134149","https://openalex.org/W2111560940","https://openalex.org/W2112751623","https://openalex.org/W2116013899","https://openalex.org/W2127006916","https://openalex.org/W2131992491","https://openalex.org/W2150920547","https://openalex.org/W2152942156","https://openalex.org/W2161597143","https://openalex.org/W2170120409","https://openalex.org/W3017143921"],"related_works":["https://openalex.org/W2152548630","https://openalex.org/W2094356811","https://openalex.org/W7100137518","https://openalex.org/W1552705592","https://openalex.org/W7098856195","https://openalex.org/W2108082645","https://openalex.org/W2126900819","https://openalex.org/W2171688322","https://openalex.org/W2392429881","https://openalex.org/W2108485624"],"abstract_inverted_index":{"We":[0,56],"question":[1],"the":[2,24,99,114],"role":[3],"that":[4,18,46,121],"large":[5,54],"scale":[6],"filter":[7,51,125],"banks":[8,52],"have":[9],"traditionally":[10],"played":[11],"in":[12,113],"texture":[13,94],"classification.":[14],"It":[15],"is":[16,64,76,101],"demonstrated":[17,102],"textures":[19,111],"can":[20],"be":[21],"classified":[22],"using":[23,50],"joint":[25,69],"distribution":[26,71],"of":[27,98,108,122],"intensity":[28],"values":[29],"over":[30,105],"extremely":[31],"compact":[32],"neighborhoods":[33],"(starting":[34],"from":[35,78],"as":[36,38,130],"small":[37],"3":[39,42],"/spl":[40],"times/":[41],"pixels":[43],"square),":[44],"and":[45,81,91,137],"this":[47,68],"outperforms":[48],"classification":[49,118],"with":[53],"support.":[55],"develop":[57],"a":[58],"novel":[59,86],"texton":[60],"based":[61,127],"representation,":[62],"which":[63],"suited":[65],"to":[66,84],"modeling":[67],"neighborhood":[70],"for":[72],"MRFs.":[73],"The":[74,96,117],"representation":[75],"learnt":[77],"training":[79],"images,":[80],"then":[82],"used":[83],"classify":[85],"images":[87,107],"(with":[88],"unknown":[89],"viewpoint":[90],"lighting)":[92],"into":[93],"classes.":[95],"power":[97],"method":[100],"by":[103],"classifying":[104],"2800":[106],"all":[109],"61":[110],"present":[112],"Columbia-Utrecht":[115],"database.":[116],"performance":[119],"surpasses":[120],"recent":[123],"state-of-the-art":[124],"bank":[126],"classifiers":[128],"such":[129],"Leung":[131],"&":[132,135,139],"Malik,":[133],"Cula":[134],"Dana,":[136],"Varma":[138],"Zisserman.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":26},{"year":2016,"cited_by_count":26},{"year":2015,"cited_by_count":34},{"year":2014,"cited_by_count":20},{"year":2013,"cited_by_count":37},{"year":2012,"cited_by_count":31}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2016-06-24T00:00:00"}
