{"id":"https://openalex.org/W2181355140","doi":null,"title":"Using Machine Learning for Image Retrieval","display_name":"Using Machine Learning for Image Retrieval","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2181355140","mag":"2181355140"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.169.1934","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.169.1934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.matthewajohnson.org/pdfs/johnson05using.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5045688578","display_name":"Matthew Johnson","orcid":"https://orcid.org/0000-0002-1019-8036","observed_orcids":["https://orcid.org/0000-0002-1019-8036"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Matthew Johnson","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5045688578"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.7523999810218811,"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":0.7523999810218811,"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":0.24560000002384186,"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":0.0012000000569969416,"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":0.9860000014305115},{"id":"https://openalex.org/keywords/boosting","display_name":"boosting","score":0.49399998784065247},{"id":"https://openalex.org/keywords/visual-browsing","display_name":"visual browsing","score":0.765999972820282},{"id":"https://openalex.org/keywords/large-scale-image-datasets","display_name":"large-scale image databases","score":0.7229999899864197},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"nearest neighbor search","score":0.7160000205039978},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"curse of dimensionality","score":0.9110000133514404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5769258737564087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5581592917442322},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48205217719078064},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.48051154613494873},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.4257633090019226},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.425339937210083},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3362867832183838}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.169.1934","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.169.1934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.matthewajohnson.org/pdfs/johnson05using.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":86,"referenced_works":["https://openalex.org/W1484228140","https://openalex.org/W1486632395","https://openalex.org/W1499486838","https://openalex.org/W1502916507","https://openalex.org/W1524408959","https://openalex.org/W1528775006","https://openalex.org/W1560013842","https://openalex.org/W1561994953","https://openalex.org/W1572100238","https://openalex.org/W1592460484","https://openalex.org/W1639227073","https://openalex.org/W1666447063","https://openalex.org/W1880262756","https://openalex.org/W1914401667","https://openalex.org/W1934863104","https://openalex.org/W1969294188","https://openalex.org/W1970352604","https://openalex.org/W1980073965","https://openalex.org/W1988790447","https://openalex.org/W1994166982","https://openalex.org/W2006969979","https://openalex.org/W2011723134","https://openalex.org/W2012778485","https://openalex.org/W2019299491","https://openalex.org/W2020999234","https://openalex.org/W2029727948","https://openalex.org/W2032210760","https://openalex.org/W2032533296","https://openalex.org/W2047205444","https://openalex.org/W2049633694","https://openalex.org/W2056459831","https://openalex.org/W2057175746","https://openalex.org/W2063603851","https://openalex.org/W2067191022","https://openalex.org/W2091503252","https://openalex.org/W2093191240","https://openalex.org/W2100860054","https://openalex.org/W2102475035","https://openalex.org/W2103384342","https://openalex.org/W2105664606","https://openalex.org/W2107925163","https://openalex.org/W2111308925","https://openalex.org/W2111560940","https://openalex.org/W2111933145","https://openalex.org/W2115738369","https://openalex.org/W2116013899","https://openalex.org/W2116023795","https://openalex.org/W2117658559","https://openalex.org/W2121947440","https://openalex.org/W2122827492","https://openalex.org/W2123838014","https://openalex.org/W2127006916","https://openalex.org/W2129116707","https://openalex.org/W2129976136","https://openalex.org/W2130103520","https://openalex.org/W2132907347","https://openalex.org/W2132984323","https://openalex.org/W2137471889","https://openalex.org/W2143057036","https://openalex.org/W2143668817","https://openalex.org/W2144967509","https://openalex.org/W2145023731","https://openalex.org/W2145072179","https://openalex.org/W2147717514","https://openalex.org/W2148694408","https://openalex.org/W2148852318","https://openalex.org/W2149646227","https://openalex.org/W2150593711","https://openalex.org/W2150907858","https://openalex.org/W2150920547","https://openalex.org/W2151103935","https://openalex.org/W2152690055","https://openalex.org/W2152942156","https://openalex.org/W2155099190","https://openalex.org/W2157876396","https://openalex.org/W2161160262","https://openalex.org/W2161597143","https://openalex.org/W2164500538","https://openalex.org/W2171096036","https://openalex.org/W2171188998","https://openalex.org/W2171706135","https://openalex.org/W2328725012","https://openalex.org/W2903575343","https://openalex.org/W2914885528","https://openalex.org/W2973818247","https://openalex.org/W3160851792"],"related_works":["https://openalex.org/W1579155983","https://openalex.org/W2158515417","https://openalex.org/W2071448413","https://openalex.org/W2111229387","https://openalex.org/W2144102317","https://openalex.org/W7096556291","https://openalex.org/W7097494143","https://openalex.org/W2162542066","https://openalex.org/W2411236585","https://openalex.org/W2622490112"],"abstract_inverted_index":{"Current":[0],"image":[1,60,81,93,150],"retrieval":[2,61,94,151],"techniques,":[3],"while":[4],"extremely":[5],"accurate":[6],"and":[7,75,95,103,117,152],"effective":[8],"on":[9,33],"a":[10,58,97,104,123,141,148],"relatively":[11],"small":[12],"scale,":[13],"are":[14,44],"unable":[15],"to":[16,18,24,39,46,72,111,130],"scale":[17],"very":[19],"large":[20],"database":[21],"conditions":[22],"due":[23],"the":[25,29,41,50,54,67,78,86,90,133],"limitations":[26],"imposed":[27],"by":[28],"curse":[30],"of":[31,49,66,80,89,135],"dimensionality":[32],"nearest":[34],"neighbor":[35],"searching.":[36],"In":[37],"addition":[38],"this,":[40],"better":[42],"systems":[43],"unsuited":[45],"visual":[47],"browsing":[48,76,153],"database.":[51],"We":[52],"propose":[53],"HUGINN":[55],"framework":[56],"for":[57,115,126,143],"concept-based":[59],"system,":[62],"which":[63,155],"uses":[64],"state":[65,88],"art":[68,91],"machine":[69,128,157],"learning":[70],"techniques":[71,102],"constrain":[73],"searching":[74],"through":[77],"use":[79],"concept.":[82],"This":[83],"report":[84],"outlines":[85,96,140],"current":[87,98],"in":[92,132,147],"system":[99,125,154],"using":[100],"these":[101],"novel":[105,124],"technique":[106],"called":[107],"probabilistic":[108],"pose":[109],"prediction":[110],"achieve":[112],"excellent":[113],"results":[114],"near-duplicate":[116],"subimage":[118],"retrieval.":[119],"It":[120],"then":[121,139],"details":[122],"boosting":[127],"learners":[129],"aid":[131],"extraction":[134],"concept":[136],"from":[137],"images,":[138],"plan":[142],"future":[144],"research":[145],"culminating":[146],"complete":[149],"incorporates":[156],"learning.":[158]},"counts_by_year":[],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2025-10-27T00:00:00"}
