{"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","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2003.1211534","pdf_url":null,"source":null,"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"},"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/A5051880496","display_name":"Manik Varma","orcid":null},"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"]},{"id":"https://openalex.org/I2802123492","display_name":"Oxford Research Group","ror":"https://ror.org/00z4w4f29","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2802123492"]}],"countries":["GB"],"is_corresponding":true,"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"],"affiliations":[{"raw_affiliation_string":"Robotics Research Group, Department of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I2802123492","https://openalex.org/I40120149"]},{"raw_affiliation_string":"Robotics Research Group, University of Oxford, UK","institution_ids":["https://openalex.org/I2802123492","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"},"institutions":[{"id":"https://openalex.org/I2802123492","display_name":"Oxford Research Group","ror":"https://ror.org/00z4w4f29","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2802123492"]},{"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"],"affiliations":[{"raw_affiliation_string":"Robotics Research Group, Department of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I2802123492","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":2,"corresponding_author_ids":["https://openalex.org/A5051880496"],"corresponding_institution_ids":["https://openalex.org/I2802123492","https://openalex.org/I40120149"],"apc_list":null,"apc_paid":null,"fwci":15.8917,"has_fulltext":false,"cited_by_count":420,"citation_normalized_percentile":{"value":0.99404335,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"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":0.9983999729156494,"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":0.9983999729156494,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9955000281333923,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9897000193595886,"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/filter-bank","display_name":"Filter bank","score":0.7403240203857422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7184258103370667},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.6779472827911377},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6534707546234131},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6319292783737183},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6277793645858765},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.62517911195755},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5751725435256958},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5218724012374878},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4716184437274933},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.42821893095970154},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.41391319036483765},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30018311738967896},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.18065300583839417},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14463543891906738},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.0965261459350586}],"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","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2003.1211534","pdf_url":null,"source":null,"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:CiteSeerX.psu:10.1.1.158.5161","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","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"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:7f8a3ce2-cda0-4e64-9da4-95cd78d2ab08","is_oa":false,"landing_page_url":null,"pdf_url":null,"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,"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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320290","display_name":"University of Oxford","ror":"https://ror.org/052gg0110"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"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","https://openalex.org/W6629529386","https://openalex.org/W6676491359"],"related_works":["https://openalex.org/W3135697610","https://openalex.org/W2044270176","https://openalex.org/W2374828682","https://openalex.org/W2153116791","https://openalex.org/W2388733570","https://openalex.org/W4230530180","https://openalex.org/W1980033651","https://openalex.org/W2134401318","https://openalex.org/W1555506570","https://openalex.org/W1966354130"],"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":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":26},{"year":2016,"cited_by_count":26},{"year":2015,"cited_by_count":32},{"year":2014,"cited_by_count":20},{"year":2013,"cited_by_count":35},{"year":2012,"cited_by_count":31}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
