{"id":"https://openalex.org/W2147891676","doi":"https://doi.org/10.1109/itcc.2004.1286639","title":"Content-based image retrieval incorporating models of human perception","display_name":"Content-based image retrieval incorporating models of human perception","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W2147891676","doi":"https://doi.org/10.1109/itcc.2004.1286639","mag":"2147891676"},"language":"en","primary_location":{"id":"doi:10.1109/itcc.2004.1286639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itcc.2004.1286639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Information Technology: Coding and Computing, 2004. Proceedings. ITCC 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/A5007288104","display_name":"M. Emre Celebi","orcid":"https://orcid.org/0000-0002-2721-6317"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M.E. Celebi","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Texas, Arlington, Arlington, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Texas, Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020568254","display_name":"Y. Alp Aslandogan","orcid":null},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y.A. Aslandogan","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Texas, Arlington, Arlington, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Texas, Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007288104"],"corresponding_institution_ids":["https://openalex.org/I189196454"],"apc_list":null,"apc_paid":null,"fwci":1.3793,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.83324542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"245 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":0.9998000264167786,"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":0.9998000264167786,"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":0.9872000217437744,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9736999869346619,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7642855048179626},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7120073437690735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6848536133766174},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6323708295822144},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6244726777076721},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5528247356414795},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5450780987739563},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5049272179603577},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.48331618309020996},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.4820045530796051},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4815840721130371},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4420679211616516},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43584102392196655},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4194389283657074},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3766396939754486},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.3422316312789917},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.146151602268219}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7642855048179626},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7120073437690735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6848536133766174},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6323708295822144},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6244726777076721},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5528247356414795},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5450780987739563},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5049272179603577},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.48331618309020996},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.4820045530796051},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4815840721130371},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4420679211616516},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43584102392196655},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4194389283657074},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3766396939754486},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.3422316312789917},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.146151602268219},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/itcc.2004.1286639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itcc.2004.1286639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Information Technology: Coding and Computing, 2004. Proceedings. ITCC 2004.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.71.1763","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.71.1763","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lsus.edu/faculty/~ecelebi/publications/Content_Based_Image_Retrieval_Incorporating_Models_of_Human_Perception.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W67623166","https://openalex.org/W148999028","https://openalex.org/W189083333","https://openalex.org/W575347202","https://openalex.org/W575623047","https://openalex.org/W609513197","https://openalex.org/W1482827835","https://openalex.org/W1486199311","https://openalex.org/W1488705816","https://openalex.org/W1497256448","https://openalex.org/W1502677500","https://openalex.org/W1509691074","https://openalex.org/W1523090006","https://openalex.org/W1523989055","https://openalex.org/W1539499812","https://openalex.org/W1540114765","https://openalex.org/W1568834902","https://openalex.org/W1576818901","https://openalex.org/W1639032689","https://openalex.org/W1707586213","https://openalex.org/W1973192023","https://openalex.org/W1981398227","https://openalex.org/W1983615607","https://openalex.org/W1986582056","https://openalex.org/W1990517717","https://openalex.org/W2007834077","https://openalex.org/W2008297189","https://openalex.org/W2010569100","https://openalex.org/W2014915963","https://openalex.org/W2017337590","https://openalex.org/W2022637272","https://openalex.org/W2025299767","https://openalex.org/W2053695442","https://openalex.org/W2059938815","https://openalex.org/W2071128523","https://openalex.org/W2077501305","https://openalex.org/W2078455576","https://openalex.org/W2078626246","https://openalex.org/W2082453965","https://openalex.org/W2093191240","https://openalex.org/W2095659988","https://openalex.org/W2096375611","https://openalex.org/W2098057602","https://openalex.org/W2103869750","https://openalex.org/W2104465908","https://openalex.org/W2109868644","https://openalex.org/W2112348586","https://openalex.org/W2116044718","https://openalex.org/W2126328942","https://openalex.org/W2129490444","https://openalex.org/W2130759652","https://openalex.org/W2133097426","https://openalex.org/W2134312057","https://openalex.org/W2135190479","https://openalex.org/W2137840708","https://openalex.org/W2140190241","https://openalex.org/W2140959850","https://openalex.org/W2148394752","https://openalex.org/W2148694408","https://openalex.org/W2153502390","https://openalex.org/W2153526431","https://openalex.org/W2159498975","https://openalex.org/W2160172778","https://openalex.org/W2167201553","https://openalex.org/W2168791272","https://openalex.org/W2169371330","https://openalex.org/W2294798173","https://openalex.org/W2401825812","https://openalex.org/W2768191385","https://openalex.org/W2797320655","https://openalex.org/W2801257255","https://openalex.org/W2902965010","https://openalex.org/W2904250082","https://openalex.org/W2986955943","https://openalex.org/W3015571647","https://openalex.org/W3112311688","https://openalex.org/W3143468379","https://openalex.org/W4234098349","https://openalex.org/W4285719527","https://openalex.org/W4292023222","https://openalex.org/W6842546025","https://openalex.org/W6983407711"],"related_works":["https://openalex.org/W2106492215","https://openalex.org/W2326694407","https://openalex.org/W2082859007","https://openalex.org/W2378719652","https://openalex.org/W2115729582","https://openalex.org/W2164831575","https://openalex.org/W2094658154","https://openalex.org/W2370837632","https://openalex.org/W2353187647","https://openalex.org/W4286340544"],"abstract_inverted_index":{"We":[0],"develop":[1],"a":[2,52,79,113,121],"system":[3,125,161],"for":[4,23,128],"retrieving":[5],"medical":[6],"images":[7,33],"with":[8],"focus":[9],"objects":[10],"incorporating":[11],"models":[12],"of":[13,67,81,91,131,147,169],"human":[14,29,89,100,145],"perception.":[15,30],"The":[16,124,135],"approach":[17],"is":[18,58,94,110,126],"to":[19,50,63,77,96,156,165],"guide":[20],"the":[21,32,65,73,86,117,141,150,160],"search":[22],"an":[24,37,98,104],"optimum":[25,105],"similarity":[26,92],"function":[27,109],"using":[28,36,112],"First,":[31],"are":[34,45,75,153],"segmented":[35],"automated":[38],"segmentation":[39],"tool.":[40],"Then,":[41],"20":[42],"shape":[43],"features":[44,151],"computed":[46],"from":[47,72],"each":[48],"image":[49],"obtain":[51,97],"feature":[53],"matrix.":[54,102],"Principal":[55,69],"component":[56],"analysis":[57,74],"performed":[59],"on":[60],"this":[61],"matrix":[62],"reduce":[64],"number":[66],"dimensions.":[68],"components":[70],"obtained":[71],"used":[76,164],"select":[78],"subset":[80],"variables":[82],"that":[83],"best":[84],"represents":[85],"data.":[87],"A":[88],"perception":[90,146],"experiment":[93],"designed":[95,111],"aggregated":[99],"response":[101],"Finally,":[103],"weighted":[106],"Manhattan":[107],"distance":[108],"genetic":[114],"algorithm":[115],"utilizing":[116],"Mantel":[118],"test":[119],"as":[120],"fitness":[122],"function.":[123],"tested":[127],"content-based":[129],"retrieval":[130],"skin":[132,157],"lesion":[133,158],"images.":[134,170],"results":[136],"show":[137],"significant":[138],"agreement":[139],"between":[140],"computer":[142],"assessment":[143],"and":[144],"similarity.":[148],"Since":[149],"extracted":[152],"not":[154],"specific":[155],"images,":[159],"can":[162],"be":[163],"retrieve":[166],"other":[167],"types":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}