{"id":"https://openalex.org/W2166711516","doi":"https://doi.org/10.1109/mmsp.2009.5293301","title":"SIFT-based local image description using sparse representations","display_name":"SIFT-based local image description using sparse representations","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2166711516","doi":"https://doi.org/10.1109/mmsp.2009.5293301","mag":"2166711516"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp.2009.5293301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2009.5293301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Workshop on Multimedia Signal Processing","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/A5104090766","display_name":"Joaquin Zepeda","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Inria Rennes - Bretagne Atlantique Research Centre","ror":"https://ror.org/04040yw90","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Joaquin Zepeda","raw_affiliation_strings":["INRIA-Centre Inria Rennes Bretagne Atlantique, Rennes, France"],"affiliations":[{"raw_affiliation_string":"INRIA-Centre Inria Rennes Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057169414","display_name":"Ewa Kijak","orcid":"https://orcid.org/0000-0003-0232-1097"},"institutions":[{"id":"https://openalex.org/I4210133778","display_name":"Inria Rennes - Bretagne Atlantique Research Centre","ror":"https://ror.org/04040yw90","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ewa Kijak","raw_affiliation_strings":["INRIA, Centre Rennes-Bretagne Atlantique, Universit\u00e9 de Rennes 1, Rennes, France"],"affiliations":[{"raw_affiliation_string":"INRIA, Centre Rennes-Bretagne Atlantique, Universit\u00e9 de Rennes 1, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I56067802","https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010468033","display_name":"Christine Guillemot","orcid":"https://orcid.org/0000-0003-1604-967X"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Inria Rennes - Bretagne Atlantique Research Centre","ror":"https://ror.org/04040yw90","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christine Guillemot","raw_affiliation_strings":["INRIA-Centre Inria Rennes Bretagne Atlantique, Rennes, France"],"affiliations":[{"raw_affiliation_string":"INRIA-Centre Inria Rennes Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5104090766"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"],"apc_list":null,"apc_paid":null,"fwci":1.6404,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.86704372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"54","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9947999715805054,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.992900013923645,"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/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.8937857151031494},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.7363243103027344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6389241814613342},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.604914128780365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5843468904495239},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.5720502734184265},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5405115485191345},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5162065625190735},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.45732203125953674},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4529905617237091},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37430548667907715},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3485409915447235},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19408002495765686}],"concepts":[{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.8937857151031494},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.7363243103027344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6389241814613342},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.604914128780365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5843468904495239},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.5720502734184265},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5405115485191345},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5162065625190735},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.45732203125953674},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4529905617237091},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37430548667907715},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3485409915447235},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19408002495765686},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mmsp.2009.5293301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2009.5293301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Workshop on Multimedia Signal Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.299.3389","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.299.3389","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.irisa.fr/temics/publis/2009/VisualSents_bbl_mmsp09.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:inria-00504595v1","is_oa":false,"landing_page_url":"https://inria.hal.science/inria-00504595","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE workshop on Multimedia Signal Processing (MMSP), 2009, Rio de Janeiro, Brazil","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1571463841","https://openalex.org/W1968424037","https://openalex.org/W1980911747","https://openalex.org/W2068396506","https://openalex.org/W2078204800","https://openalex.org/W2100963077","https://openalex.org/W2124276741","https://openalex.org/W2128017662","https://openalex.org/W2131846894","https://openalex.org/W2138662031","https://openalex.org/W2148809531","https://openalex.org/W2151103935","https://openalex.org/W2151693816","https://openalex.org/W2160547390","https://openalex.org/W2162353388","https://openalex.org/W2177274842","https://openalex.org/W6634201191"],"related_works":["https://openalex.org/W3034955165","https://openalex.org/W2094920358","https://openalex.org/W2041448692","https://openalex.org/W2247121321","https://openalex.org/W2391926582","https://openalex.org/W2087391438","https://openalex.org/W1966831329","https://openalex.org/W2316074893","https://openalex.org/W2020188645","https://openalex.org/W2318667925"],"abstract_inverted_index":{"This":[0,143],"paper":[1],"addresses":[2],"the":[3,16,24,39,54,59,66,73,102,106,124,131,135,139,153],"problem":[4],"of":[5,18,41,51,53,75,105,127,138,152],"efficient":[6,89],"SIFT-based":[7],"image":[8,67,77],"description":[9,172],"and":[10,36,168],"searches":[11],"in":[12,58,180],"large":[13],"databases":[14],"within":[15],"framework":[17],"local":[19,76,95,110,136,165,171],"querying.":[20],"A":[21],"descriptor":[22,78,141,178],"called":[23],"bag-of-features":[25],"has":[26],"been":[27],"introduced":[28],"previously":[29],"which":[30],"first":[31],"vector":[32,84,163],"quantizes":[33],"SIFT":[34,155,166],"descriptors":[35,96],"then":[37],"aggregates":[38],"set":[40,74],"resulting":[42],"codeword":[43],"indices":[44],"(so-called":[45],"visual":[46,56],"words)":[47],"into":[48,80,97],"a":[49,81,98,117,149,161,181],"histogram":[50,100,197],"occurrence":[52],"different":[55],"words":[57],"image.":[60],"The":[61,157],"aim":[62],"is":[63,144,190],"to":[64,122,184,193],"make":[65],"search":[68],"complexity":[69,125],"tractable":[70],"by":[71,146,174],"transforming":[72],"vectors":[79],"single":[82,99],"sparse":[83,150,158,162],"as":[85],"sparsity":[86,128],"particularly":[87],"permits":[88],"inner":[90],"product":[91],"calculations.":[92],"However,":[93],"aggregating":[94],"decreases":[101],"discerning":[103],"power":[104],"system":[107,183,189],"when":[108],"performing":[109],"queries.":[111],"In":[112],"this":[113],"paper,":[114],"we":[115],"propose":[116],"new":[118],"approach":[119],"that":[120],"aims":[121],"enjoy":[123],"benefits":[126],"while":[129],"at":[130,204],"same":[132],"time":[133],"retaining":[134],"quality":[137],"input":[140,154],"vectors.":[142],"accomplished":[145],"searching":[147],"for":[148],"approximation":[151,159],"descriptors.":[156],"yields":[160],"per":[164],"descriptor,":[167],"helps":[169],"preserving":[170],"properties":[173],"using":[175],"each":[176],"sparse-transformed":[177],"independently":[179],"voting":[182],"retrieve":[185],"indexed":[186],"images.":[187],"Our":[188],"shown":[191],"experimentally":[192],"perform":[194],"better":[195],"than":[196],"based":[198],"systems":[199],"under":[200],"query":[201],"locality,":[202],"albeit":[203],"an":[205],"increased":[206],"complexity.":[207]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}