{"id":"https://openalex.org/W4246561265","doi":"https://doi.org/10.1109/icpr.2004.1334425","title":"Nearest-prototype relevance feedback for content based image retrieval","display_name":"Nearest-prototype relevance feedback for content based image retrieval","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W4246561265","doi":"https://doi.org/10.1109/icpr.2004.1334425"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2004.1334425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2004.1334425","pdf_url":null,"source":{"id":"https://openalex.org/S4363608750","display_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","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/A5075367917","display_name":"Giorgio Giacinto","orcid":"https://orcid.org/0000-0002-5759-3017"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"G. Giacinto","raw_affiliation_strings":["Dept. of Electrical and Electronic Engineering, University of Cagliari, Italy","Universita degli Studi di Cagliari, Cagliari, Sardegna, IT"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Electronic Engineering, University of Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"Universita degli Studi di Cagliari, Cagliari, Sardegna, IT","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034020134","display_name":"F. RoIi","orcid":null},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. RoIi","raw_affiliation_strings":["Dept. of Electr. & Electron. Eng., Cagliari Univ., Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., Cagliari Univ., Italy","institution_ids":["https://openalex.org/I172446870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075367917"],"corresponding_institution_ids":["https://openalex.org/I172446870"],"apc_list":null,"apc_paid":null,"fwci":0.7607,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.671875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"989","last_page":"992 Vol.2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification 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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/relevance-feedback","display_name":"Relevance feedback","score":0.8871042728424072},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.7551790475845337},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7424020171165466},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7075874209403992},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6782290935516357},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.5639324188232422},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5384438037872314},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5119584798812866},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.48701125383377075},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4723335802555084},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4720103442668915},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.4675160050392151},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45370644330978394},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4506710171699524},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.41339898109436035},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.4121733605861664},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18950042128562927}],"concepts":[{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.8871042728424072},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.7551790475845337},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7424020171165466},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7075874209403992},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6782290935516357},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5639324188232422},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5384438037872314},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5119584798812866},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.48701125383377075},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4723335802555084},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4720103442668915},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.4675160050392151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45370644330978394},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4506710171699524},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.41339898109436035},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.4121733605861664},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18950042128562927},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/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/icpr.2004.1334425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2004.1334425","pdf_url":null,"source":{"id":"https://openalex.org/S4363608750","display_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unica.it:11584/106774","is_oa":false,"landing_page_url":"http://hdl.handle.net/11584/106774","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"pmh:oai:iris.unige.it:11567/1163322","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1163322","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1500117362","https://openalex.org/W1593317124","https://openalex.org/W1607838481","https://openalex.org/W1825808266","https://openalex.org/W1970787123","https://openalex.org/W2071679915","https://openalex.org/W2130660124","https://openalex.org/W4205687621","https://openalex.org/W4254182148","https://openalex.org/W6636174612"],"related_works":["https://openalex.org/W2034539438","https://openalex.org/W2124645781","https://openalex.org/W2184057774","https://openalex.org/W2162645796","https://openalex.org/W1606474234","https://openalex.org/W1497114142","https://openalex.org/W1975659822","https://openalex.org/W2133641558","https://openalex.org/W2096561479","https://openalex.org/W2411245752"],"abstract_inverted_index":{"Effective":[0],"retrieval":[1,130],"of":[2,17,49,74,103,111],"images":[3,51,94,105],"from":[4,88],"databases":[5],"can":[6],"be":[7],"attained":[8],"by":[9],"adopting":[10],"relevance":[11,61,78],"feedback":[12,62],"mechanisms.":[13,135],"The":[14],"vast":[15],"majority":[16],"such":[18],"mechanisms":[19],"that":[20,43,121],"have":[21],"been":[22],"proposed":[23,123],"so":[24,42],"far":[25],"are":[26],"based":[27,64],"on":[28,65,116],"modifying":[29],"either":[30],"the":[31,35,39,44,66,75,83,86,89,104,109,117,122],"query":[32],"point,":[33],"or":[34,38],"feature":[36],"space,":[37],"similarity":[40,46],"measure,":[41],"average":[45],"between":[47,85],"pairs":[48],"relevant":[50,93],"is":[52,69,80,97],"as":[53,55,82],"minimum":[54],"possible.":[56],"In":[57],"this":[58],"paper,":[59],"a":[60,77],"technique":[63],"nearest-neighbor":[67],"rule":[68],"proposed.":[70],"For":[71],"each":[72],"image":[73],"database,":[76],"score":[79],"computed":[81],"ratio":[84],"distances":[87],"nearest":[90],"non-relevant":[91],"and":[92],"respectively.":[95],"Relevance":[96],"thus":[98],"related":[99],"to":[100,108,133],"\"local\"":[101],"properties":[102],"rather":[106],"than":[107],"estimation":[110],"global":[112],"properties.":[113],"Reported":[114],"results":[115],"Corel":[118],"dataset":[119],"show":[120],"mechanism":[124],"allows":[125],"attaining":[126],"large":[127],"improvements":[128],"in":[129],"precision":[131],"compared":[132],"other":[134]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-05-12T00:00:00"}
