{"id":"https://openalex.org/W2122194009","doi":"https://doi.org/10.1109/cvpr.2008.4587619","title":"Relaxed matching kernels for robust image comparison","display_name":"Relaxed matching kernels for robust image comparison","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2122194009","doi":"https://doi.org/10.1109/cvpr.2008.4587619","mag":"2122194009"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2008.4587619","pdf_url":null,"source":{"id":"https://openalex.org/S4363607795","display_name":"2009 IEEE Conference on Computer Vision and Pattern Recognition","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5060511349","display_name":"Andrea Vedaldi","orcid":"https://orcid.org/0000-0003-1374-2858"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"funder","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea Vedaldi","raw_affiliation_strings":[", University of California Los Angeles, Los Angeles, CA#TAB#"],"affiliations":[{"raw_affiliation_string":", University of California Los Angeles, Los Angeles, CA#TAB#","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038328783","display_name":"Stefano Soatto","orcid":"https://orcid.org/0000-0003-2902-6362"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"funder","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefano Soatto","raw_affiliation_strings":[", University of California Los Angeles, Los Angeles, CA#TAB#"],"affiliations":[{"raw_affiliation_string":", University of California Los Angeles, Los Angeles, CA#TAB#","institution_ids":["https://openalex.org/I161318765"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.949,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":19,"citation_normalized_percentile":{"value":0.758473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9999,"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":0.9999,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9996,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9979,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.60660726},{"id":"https://openalex.org/keywords/representation","display_name":"Representation","score":0.4506113},{"id":"https://openalex.org/keywords/image-matching","display_name":"Image Matching","score":0.43439734}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7110123},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6271062},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.60660726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6020997},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.57349694},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4506113},{"id":"https://openalex.org/C2986492983","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image matching","level":3,"score":0.43439734},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3756376},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33439922},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23087403},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2008.4587619","pdf_url":null,"source":{"id":"https://openalex.org/S4363607795","display_name":"2009 IEEE Conference on Computer Vision and Pattern Recognition","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":23,"referenced_works":["https://openalex.org/W1480714498","https://openalex.org/W1625255723","https://openalex.org/W1949116567","https://openalex.org/W2030536784","https://openalex.org/W2102273122","https://openalex.org/W2103723258","https://openalex.org/W2103766892","https://openalex.org/W2104978738","https://openalex.org/W2105488551","https://openalex.org/W2112020727","https://openalex.org/W2115031589","https://openalex.org/W2128409098","https://openalex.org/W2148227735","https://openalex.org/W2151103935","https://openalex.org/W2157941578","https://openalex.org/W2162708558","https://openalex.org/W2162915993","https://openalex.org/W2165134561","https://openalex.org/W2165315123","https://openalex.org/W2171896402","https://openalex.org/W2172188317","https://openalex.org/W3119651796","https://openalex.org/W3146079624"],"related_works":["https://openalex.org/W2617958085","https://openalex.org/W2384918310","https://openalex.org/W2383808867","https://openalex.org/W2372581239","https://openalex.org/W2193676006","https://openalex.org/W2107893065","https://openalex.org/W2050706403","https://openalex.org/W1973922169","https://openalex.org/W1519745258","https://openalex.org/W1509862229"],"abstract_inverted_index":{"The":[0],"popular":[1],"bag-of-features":[2,118],"representation":[3],"for":[4,28],"object":[5],"recognition":[6],"collects":[7],"signatures":[8],"of":[9,41,60,79,115],"local":[10],"image":[11],"patches":[12],"and":[13,33,63,81,95,124],"discards":[14],"spatial":[15],"information.":[16],"Some":[17],"have":[18],"recently":[19,100],"attempted":[20],"to":[21,55,64],"at":[22],"least":[23],"partially":[24],"overcome":[25],"this":[26],"limitation,":[27],"instance":[29],"by":[30],"ldquospatial":[31],"pyramidsrdquo":[32],"ldquoproximityrdquo":[34],"kernels.":[35],"We":[36,88],"introduce":[37,65,72],"the":[38,126],"general":[39,58],"formalism":[40],"ldquorelaxed":[42],"matching":[43,77,85],"kernelsrdquo":[44],"(RMKs)":[45],"that":[46,90,111],"includes":[47],"such":[48],"approaches":[49],"as":[50],"special":[51],"cases,":[52],"allow":[53],"us":[54],"derive":[56],"useful":[57],"properties":[59],"these":[61],"kernels,":[62],"new":[66],"ones.":[67],"As":[68],"an":[69],"example,":[70],"we":[71,108],"a":[73,112,116],"kernel":[74],"based":[75,83],"on":[76,84,104],"graphs":[78],"features":[80],"one":[82],"information-compressed":[86],"features.":[87],"show":[89,110],"all":[91],"RMKs":[92],"are":[93],"competitive":[94],"outperform":[96,125],"in":[97,129],"several":[98],"cases":[99],"published":[101],"state-of-the-art":[102],"results":[103],"standard":[105],"datasets.":[106],"However,":[107],"also":[109],"proper":[113],"implementation":[114],"baseline":[117],"algorithm":[119],"can":[120],"be":[121],"extremely":[122],"competitive,":[123],"other":[127],"methods":[128],"some":[130],"cases.":[131]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2122194009","counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-04-16T13:48:10.262448","created_date":"2016-06-24"}