{"id":"https://openalex.org/W2885183136","doi":"https://doi.org/10.1109/icip.2018.8451817","title":"Leveraging Implicit Spatial Information in Global Features for Image Retrieval","display_name":"Leveraging Implicit Spatial Information in Global Features for Image Retrieval","publication_year":2018,"publication_date":"2018-09-07","ids":{"openalex":"https://openalex.org/W2885183136","doi":"https://doi.org/10.1109/icip.2018.8451817","mag":"2885183136"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2018.8451817","doi":"https://doi.org/10.1109/icip.2018.8451817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451817","pdf_url":null,"source":{"id":"https://openalex.org/S4210223844","display_name":"Proceedings - International Conference on Image Processing","issn_l":"1522-4880","issn":["1522-4880","2381-8549"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","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":"2018 25th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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":null,"display_name":"Pierre Jacob","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210148552","display_name":"Equipes Traitement de l'Information et Syst\u00e8mes","ror":"https://ror.org/0592ata02","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210142324","https://openalex.org/I4210148552","https://openalex.org/I4210159245","https://openalex.org/I86175216"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Jacob","raw_affiliation_strings":["ETIS UMR 8051, CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETIS UMR 8051, CNRS, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210148552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002574498","display_name":"David Picard","orcid":"https://orcid.org/0000-0002-6296-4222","observed_orcids":["https://orcid.org/0000-0002-6296-4222"]},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Picard","raw_affiliation_strings":["Sorbonne Universit\u00e9s, Laboratoire d'Informatique de Paris 6, LIP6, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9s, Laboratoire d'Informatique de Paris 6, LIP6, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010747345","display_name":"Aymeric Histace","orcid":"https://orcid.org/0000-0002-3029-4412","observed_orcids":["https://orcid.org/0000-0002-3029-4412"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210148552","display_name":"Equipes Traitement de l'Information et Syst\u00e8mes","ror":"https://ror.org/0592ata02","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210142324","https://openalex.org/I4210148552","https://openalex.org/I4210159245","https://openalex.org/I86175216"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aymeric Histace","raw_affiliation_strings":["ETIS UMR 8051, CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETIS UMR 8051, CNRS, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210148552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000665687","display_name":"Edouard Klein","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2799662587","display_name":"Gendarmerie Nationale","ror":"https://ror.org/04zx93s85","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799662587","https://openalex.org/I2799681489","https://openalex.org/I2802818602"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Edouard Klein","raw_affiliation_strings":["C3N, P\u00f4le Judiciaire de la Gendarmerie Nationale, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C3N, P\u00f4le Judiciaire de la Gendarmerie Nationale, France","institution_ids":["https://openalex.org/I2799662587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0732,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.34455893,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"abs 1505 4141","issue":null,"first_page":"2002","last_page":"2006"},"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":0.9657999873161316,"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":0.9657999873161316,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.033900000154972076,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/image-retrieval","display_name":"image retrieval","score":0.9570000171661377},{"id":"https://openalex.org/keywords/global-features","display_name":"global features","score":0.8610000014305115},{"id":"https://openalex.org/keywords/spatial-data","display_name":"geospatial data","score":0.8270000219345093},{"id":"https://openalex.org/keywords/local-descriptors","display_name":"local descriptors","score":0.8080000281333923},{"id":"https://openalex.org/keywords/feature-aggregation","display_name":"feature aggregation","score":0.3840000033378601}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.749191164970398},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.7296480536460876},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6283541917800903},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.613408625125885},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5817686319351196},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.4857809841632843},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4598584473133087},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4293139576911926},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.422013521194458},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4067096412181854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3904145658016205},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17548173666000366},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11831700801849365},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.09788468480110168},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2018.8451817","doi":"https://doi.org/10.1109/icip.2018.8451817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2018.8451817","pdf_url":null,"source":{"id":"https://openalex.org/S4210223844","display_name":"Proceedings - International Conference on Image Processing","issn_l":"1522-4880","issn":["1522-4880","2381-8549"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","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":"2018 25th IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1524680991","https://openalex.org/W1556531089","https://openalex.org/W1679894842","https://openalex.org/W1686810756","https://openalex.org/W1896794744","https://openalex.org/W1913833407","https://openalex.org/W1915943666","https://openalex.org/W1937855462","https://openalex.org/W1966385142","https://openalex.org/W1974647172","https://openalex.org/W1984309565","https://openalex.org/W2010239981","https://openalex.org/W2012592962","https://openalex.org/W2062118960","https://openalex.org/W2071027807","https://openalex.org/W2103924867","https://openalex.org/W2105516263","https://openalex.org/W2141362318","https://openalex.org/W2145057702","https://openalex.org/W2148809531","https://openalex.org/W2162915993","https://openalex.org/W2163605009","https://openalex.org/W2179042386","https://openalex.org/W2295537791","https://openalex.org/W2516377016","https://openalex.org/W2518058967","https://openalex.org/W2612445135","https://openalex.org/W2728817152","https://openalex.org/W2732026016","https://openalex.org/W2737075200","https://openalex.org/W2738649458","https://openalex.org/W6740934225"],"related_works":["https://openalex.org/W2516377016","https://openalex.org/W1590243578","https://openalex.org/W1996343389","https://openalex.org/W4390874201","https://openalex.org/W7131064925","https://openalex.org/W7097693321","https://openalex.org/W1990404679","https://openalex.org/W7099802261","https://openalex.org/W7101049432","https://openalex.org/W3142656309"],"abstract_inverted_index":{"Most":[0],"image":[1],"retrieval":[2],"methods":[3],"use":[4],"global":[5],"features":[6],"that":[7],"aggregate":[8],"local":[9,30,49],"distinctive":[10],"patterns":[11,50],"into":[12,39,45],"a":[13,52],"single":[14],"representation.":[15],"However,":[16],"the":[17,21,40,70],"aggregation":[18,41],"process":[19,42],"destroys":[20],"relative":[22,36],"spatial":[23,37],"information":[24,38],"by":[25,43],"considering":[26],"orderless":[27],"sets":[28],"of":[29,48,69],"descriptors.":[31],"We":[32],"propose":[33],"to":[34,66],"integrate":[35],"taking":[44],"account":[46],"co-occurrences":[47],"in":[51],"tensor":[53],"framework.":[54],"The":[55],"resulting":[56],"signature":[57],"called":[58],"Improved":[59],"Spatial":[60],"Tensor":[61],"Aggregation":[62],"(ISTA)":[63],"is":[64],"able":[65],"reach":[67],"state":[68],"art":[71],"performances":[72],"on":[73],"well":[74],"known":[75],"datasets":[76],"such":[77],"as":[78],"Holidays,":[79],"Oxford5k":[80],"and":[81],"Paris6k.":[82]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-08-22T00:00:00"}