{"id":"https://openalex.org/W2161549199","doi":"https://doi.org/10.1109/icip.2003.1247066","title":"Kernel indexing for relevance feedback image retrieval","display_name":"Kernel indexing for relevance feedback image retrieval","publication_year":2004,"publication_date":"2004-06-21","ids":{"openalex":"https://openalex.org/W2161549199","doi":"https://doi.org/10.1109/icip.2003.1247066","mag":"2161549199"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2003.1247066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2003.1247066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5072128915","display_name":"Jing Peng","orcid":"https://orcid.org/0000-0001-5490-6228"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Peng","raw_affiliation_strings":["Electrical Engr. and Computer Science, Tulane University, New Orleans, LA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engr. and Computer Science, Tulane University, New Orleans, LA, USA","institution_ids":["https://openalex.org/I114832834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108241812","display_name":"Douglas R. Heisterkamp","orcid":null},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.R. Heisterkamp","raw_affiliation_strings":["Computer Science Department, Oklahoma State University, Stillwater, OK, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Oklahoma State University, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"I","last_page":"733"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification 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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994000196456909,"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/T10057","display_name":"Face and Expression Recognition","score":0.9889000058174133,"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/relevance-feedback","display_name":"Relevance feedback","score":0.7838621139526367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6891683340072632},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.6832143068313599},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6717621088027954},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6179499626159668},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4778327941894531},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46882861852645874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42857062816619873},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4277631938457489},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3896790146827698},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35160887241363525},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25455477833747864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21740582585334778}],"concepts":[{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.7838621139526367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6891683340072632},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.6832143068313599},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6717621088027954},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6179499626159668},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4778327941894531},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46882861852645874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42857062816619873},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4277631938457489},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3896790146827698},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35160887241363525},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25455477833747864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21740582585334778},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2003.1247066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2003.1247066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.10.1055","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.10.1055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.eecs.tulane.edu/Peng/publication/icip2003.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1541459201","https://openalex.org/W1563088657","https://openalex.org/W1977261934","https://openalex.org/W2044220725","https://openalex.org/W2097921974","https://openalex.org/W2100911004","https://openalex.org/W2104052971","https://openalex.org/W2128527809","https://openalex.org/W2148473238","https://openalex.org/W2157092487","https://openalex.org/W4236480916","https://openalex.org/W6661442407","https://openalex.org/W6674878074","https://openalex.org/W6675354903","https://openalex.org/W6681996286","https://openalex.org/W6682969285"],"related_works":["https://openalex.org/W1968051677","https://openalex.org/W2125844430","https://openalex.org/W4233537545","https://openalex.org/W1483630546","https://openalex.org/W1524258573","https://openalex.org/W1559641734","https://openalex.org/W129862915","https://openalex.org/W4301452734","https://openalex.org/W2079589314","https://openalex.org/W2538917390"],"abstract_inverted_index":{"Relevance":[0],"feedback":[1,129],"is":[2,77,99],"an":[3,22,37],"attractive":[4],"approach":[5],"to":[6,27,68,70,109],"developing":[7],"flexible":[8,33,60],"metrics":[9,34,80],"for":[10],"content-based":[11],"retrieval":[12,130],"in":[13,25,40,87,94,103,118,131],"image":[14,19,133,142],"and":[15,84],"video":[16],"databases.":[17,134],"Large":[18],"databases":[20],"require":[21],"index":[23,48,117],"structure":[24,49],"order":[26],"reduce":[28],"nearest":[29],"neighbor":[30],"computation.":[31],"However,":[32],"can":[35],"alter":[36],"input":[38,89],"space":[39,90,105],"a":[41,122,138],"highly":[42,85],"nonlinear":[43,83],"fashion,":[44],"thereby":[45],"rendering":[46],"the":[47,58,88,116],"useless.":[50],"Few":[51],"systems":[52],"have":[53],"been":[54],"developed":[55],"that":[56,78,106],"address":[57,71],"apparent":[59],"metric/indexing":[61],"dilemma.":[62,73],"This":[63],"paper":[64],"proposes":[65],"kernel":[66,79,124],"indexing":[67,125],"try":[69],"this":[72,100],"The":[74],"key":[75],"observation":[76],"may":[81],"be":[82],"dynamic":[86],"but":[91],"remain":[92],"Euclidean":[93],"induced":[95],"feature":[96,104,119],"space.":[97,120],"It":[98],"linear":[101],"invariance":[102],"enables":[107],"us":[108],"learn":[110],"arbitrary":[111],"relevance":[112,128],"functions":[113],"without":[114],"changing":[115],"As":[121],"result,":[123],"supports":[126],"efficient":[127],"large":[132,139],"Experimental":[135],"results":[136],"using":[137],"set":[140],"of":[141],"data":[143],"are":[144],"very":[145],"promising.":[146]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
