{"id":"https://openalex.org/W1574338324","doi":"https://doi.org/10.2312/pe/vmv/vmv10/097-105","title":"Interactive Visualization and Tuning of SIFT Indexing","display_name":"Interactive Visualization and Tuning of SIFT Indexing","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1574338324","doi":"https://doi.org/10.2312/pe/vmv/vmv10/097-105","mag":"1574338324"},"language":"en","primary_location":{"id":"doi:10.2312/pe/vmv/vmv10/097-105","is_oa":true,"landing_page_url":"https://doi.org/10.2312/pe/vmv/vmv10/097-105","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/pe/vmv/vmv10/097-105","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030112306","display_name":"Pavan Kumar Dasari","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dasari, Pavan Kumar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5062797994","display_name":"P. J. Narayanan","orcid":"https://orcid.org/0000-0002-7164-4917"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Narayanan, P. J.","raw_affiliation_strings":["International Institute of Information Technology, Hyderabad, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030112306"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"97","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9592000246047974,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9592000246047974,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9373000264167786,"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":0.9150999784469604,"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/computer-science","display_name":"Computer science","score":0.785064697265625},{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.7576864957809448},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.7392433881759644},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7300106287002563},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.48469164967536926},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4793891906738281},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39790597558021545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35585448145866394},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.23428788781166077}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.785064697265625},{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.7576864957809448},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.7392433881759644},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7300106287002563},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.48469164967536926},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4793891906738281},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39790597558021545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35585448145866394},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.23428788781166077}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2312/pe/vmv/vmv10/097-105","is_oa":true,"landing_page_url":"https://doi.org/10.2312/pe/vmv/vmv10/097-105","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:1574338324","is_oa":false,"landing_page_url":"http://dblp.uni-trier.de/db/conf/vmv/vmv2010.html#DasariN10","pdf_url":null,"source":{"id":"https://openalex.org/S4306421152","display_name":"Vision Modeling and Visualization","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":null,"is_accepted":false,"is_published":null,"raw_source_name":"Vision Modeling and Visualization","raw_type":null}],"best_oa_location":{"id":"doi:10.2312/pe/vmv/vmv10/097-105","is_oa":true,"landing_page_url":"https://doi.org/10.2312/pe/vmv/vmv10/097-105","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2116965036","https://openalex.org/W3155158078","https://openalex.org/W2137223480","https://openalex.org/W2166467129","https://openalex.org/W2165182079","https://openalex.org/W3148018739","https://openalex.org/W2106716119","https://openalex.org/W2163430871","https://openalex.org/W1596371655","https://openalex.org/W1531325775","https://openalex.org/W2168778847","https://openalex.org/W304170269","https://openalex.org/W2736541751","https://openalex.org/W14495938","https://openalex.org/W2100766957","https://openalex.org/W2296749945","https://openalex.org/W2467060969","https://openalex.org/W2133158040","https://openalex.org/W2114809086","https://openalex.org/W2118382154"],"abstract_inverted_index":{"Indexing":[0,27],"image":[1,5],"data":[2],"for":[3,58,75,161],"content-based":[4],"search":[6,39],"is":[7,49,183],"an":[8,172],"important":[9],"area":[10],"in":[11,137,171,177],"Computer":[12],"Vision.":[13],"The":[14,38,112,127],"state":[15],"of":[16,35,45,89,97,104,108,114,157,174],"the":[17,20,43,56,72,87,95,102,115,122,159,178],"art":[18],"uses":[19],"128-dimensional":[21],"SIFT":[22,90],"as":[23],"low":[24],"level":[25],"descriptors.":[26],"even":[28],"a":[29,51,66,67,81,131,134,162],"moderate":[30],"collection":[31],"involves":[32],"several":[33],"millions":[34],"such":[36],"vectors.":[37,91],"performance":[40],"depends":[41],"on":[42],"quality":[44,96],"indexing":[46,73,160],"and":[47,77,99,121,145],"there":[48],"often":[50],"need":[52],"to":[53,70,85,148,151],"interactively":[54,100],"tune":[55,71],"process":[57,74,116,123],"better":[59],"accuracy.":[60],"In":[61],"this":[62],"paper,":[63],"we":[64],"propose":[65],"visualization-based":[68],"tool":[69],"images":[76],"videos.":[78],"We":[79,154],"use":[80,130,140],"feature":[82,109],"selection":[83],"approach":[84],"improve":[86],"clustering":[88],"Users":[92],"can":[93,117,124,129],"visualize":[94],"clusters":[98],"control":[101],"importance":[103],"individual":[105],"or":[106,133],"groups":[107],"dimensions":[110],"easily.":[111],"results":[113,156],"be":[118,125],"visualized":[119],"quickly":[120],"repeated.":[126],"user":[128],"filter":[132],"wrapper":[135],"model":[136],"our":[138],"tool.We":[139],"input":[141],"sampling,":[142],"GPU-based":[143],"processing,":[144],"visual":[146],"tools":[147],"analyze":[149],"correlations":[150],"provide":[152],"interactivity.":[153],"present":[155],"tuning":[158,168],"few":[163,167],"standard":[164],"datasets.":[165],"A":[166],"iterations":[169],"result":[170],"improvement":[173],"over":[175],"4%":[176],"final":[179],"classification":[180],"performance,":[181],"which":[182],"significant.":[184]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}