{"id":"https://openalex.org/W2034432714","doi":"https://doi.org/10.1007/s00138-010-0263-2","title":"Exploiting sparse representations in very high-dimensional feature spaces obtained from patch-based processing","display_name":"Exploiting sparse representations in very high-dimensional feature spaces obtained from patch-based processing","publication_year":2010,"publication_date":"2010-04-07","ids":{"openalex":"https://openalex.org/W2034432714","doi":"https://doi.org/10.1007/s00138-010-0263-2","mag":"2034432714"},"language":"en","primary_location":{"id":"doi:10.1007/s00138-010-0263-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-010-0263-2","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-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/A5012835542","display_name":"J. E. Hunter","orcid":null},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"J. E. Hunter","raw_affiliation_strings":["Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007550848","display_name":"M. Tugcu","orcid":null},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Tugcu","raw_affiliation_strings":["Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082343688","display_name":"Xinyu Wang","orcid":"https://orcid.org/0000-0003-2561-7253"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"X. Wang","raw_affiliation_strings":["Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019391960","display_name":"Christopher John Costello","orcid":null},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Costello","raw_affiliation_strings":["Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017841865","display_name":"D.M. Wilkes","orcid":"https://orcid.org/0000-0002-9693-3539"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. M. Wilkes","raw_affiliation_strings":["Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Systems, Vanderbilt University, Nashville, TN, 37235-0131, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt University, Center for Intelligent Systems, 37235-0131, Nashville, TN, USA#TAB#","institution_ids":["https://openalex.org/I200719446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012835542"],"corresponding_institution_ids":["https://openalex.org/I200719446"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":2.1381,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88623345,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9987000226974487,"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":0.9969000220298767,"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/feature-vector","display_name":"Feature vector","score":0.7394165396690369},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7046055793762207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250193119049072},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5704953670501709},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5558049082756042},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5434437394142151},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5227836966514587},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5204496383666992},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5074538588523865},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5041006803512573},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.5017144680023193},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.5005409717559814},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4411345422267914},{"id":"https://openalex.org/keywords/tree-structure","display_name":"Tree structure","score":0.42996641993522644},{"id":"https://openalex.org/keywords/associative-array","display_name":"Associative array","score":0.42719975113868713},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3634951114654541},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2842654585838318},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25091642141342163},{"id":"https://openalex.org/keywords/binary-tree","display_name":"Binary tree","score":0.13702815771102905}],"concepts":[{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.7394165396690369},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7046055793762207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250193119049072},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5704953670501709},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5558049082756042},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5434437394142151},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5227836966514587},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5204496383666992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5074538588523865},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5041006803512573},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.5017144680023193},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5005409717559814},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4411345422267914},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.42996641993522644},{"id":"https://openalex.org/C168781493","wikidata":"https://www.wikidata.org/wiki/Q80585","display_name":"Associative array","level":2,"score":0.42719975113868713},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3634951114654541},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2842654585838318},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25091642141342163},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.13702815771102905},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00138-010-0263-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-010-0263-2","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W124197801","https://openalex.org/W594692745","https://openalex.org/W1491105865","https://openalex.org/W1969344592","https://openalex.org/W1971784203","https://openalex.org/W2008526771","https://openalex.org/W2010479704","https://openalex.org/W2036255459","https://openalex.org/W2039609561","https://openalex.org/W2101362966","https://openalex.org/W2138187652","https://openalex.org/W2159668031","https://openalex.org/W2160502168","https://openalex.org/W2166632292","https://openalex.org/W2168145769","https://openalex.org/W2169385000","https://openalex.org/W2303501228","https://openalex.org/W2319660501","https://openalex.org/W2464047327","https://openalex.org/W2464333642","https://openalex.org/W3161439748","https://openalex.org/W4235161104","https://openalex.org/W4251572646","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1983936910","https://openalex.org/W2288994867","https://openalex.org/W4321021665","https://openalex.org/W2930504574","https://openalex.org/W2047275718","https://openalex.org/W2044636610","https://openalex.org/W2005724922","https://openalex.org/W2801169440","https://openalex.org/W2311555926","https://openalex.org/W2023486339"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}