{"id":"https://openalex.org/W2023505743","doi":"https://doi.org/10.1109/siu.2014.6830692","title":"A probabilistic approach for fast covariance descriptor","display_name":"A probabilistic approach for fast covariance descriptor","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2023505743","doi":"https://doi.org/10.1109/siu.2014.6830692","mag":"2023505743"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2014.6830692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2014.6830692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd Signal Processing and Communications Applications Conference (SIU)","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/A5040272501","display_name":"Orhan Akbulut","orcid":"https://orcid.org/0000-0003-0096-0688"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Orhan Akbulut","raw_affiliation_strings":["\u0130\u015faret ve G\u00f6r\u00fcnt\u00fc \u0130\u015flemeLaboratuvar\u0131 (KUL\u0130S), Kocaeli \u00dcniversitesi, Kocaeli","\u0130\u015faret ve G\u00f6r\u00fcnt\u00fc \u0130\u015fleme Laboratuvar\u0131 (KUL\u0130S), Elektronik ve Haberle\u015fme M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Kocaeli \u00dcniversitesi, 41380 Kocaeli"],"affiliations":[{"raw_affiliation_string":"\u0130\u015faret ve G\u00f6r\u00fcnt\u00fc \u0130\u015flemeLaboratuvar\u0131 (KUL\u0130S), Kocaeli \u00dcniversitesi, Kocaeli","institution_ids":["https://openalex.org/I51826884"]},{"raw_affiliation_string":"\u0130\u015faret ve G\u00f6r\u00fcnt\u00fc \u0130\u015fleme Laboratuvar\u0131 (KUL\u0130S), Elektronik ve Haberle\u015fme M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Kocaeli \u00dcniversitesi, 41380 Kocaeli","institution_ids":["https://openalex.org/I51826884"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103381585","display_name":"Sarp Ert\u00fcrk","orcid":null},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sarp Erturk","raw_affiliation_strings":["\u0130\u015faret ve G\u00f6r\u00fcnt\u00fc \u0130\u015flemeLaboratuvar\u0131 (KUL\u0130S), Kocaeli \u00dcniversitesi, Kocaeli","\u0130\u015faret ve G\u00f6r\u00fcnt\u00fc \u0130\u015fleme Laboratuvar\u0131 (KUL\u0130S), Elektronik ve Haberle\u015fme M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Kocaeli \u00dcniversitesi, 41380 Kocaeli"],"affiliations":[{"raw_affiliation_string":"\u0130\u015faret ve G\u00f6r\u00fcnt\u00fc \u0130\u015flemeLaboratuvar\u0131 (KUL\u0130S), Kocaeli \u00dcniversitesi, Kocaeli","institution_ids":["https://openalex.org/I51826884"]},{"raw_affiliation_string":"\u0130\u015faret ve G\u00f6r\u00fcnt\u00fc \u0130\u015fleme Laboratuvar\u0131 (KUL\u0130S), Elektronik ve Haberle\u015fme M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Kocaeli \u00dcniversitesi, 41380 Kocaeli","institution_ids":["https://openalex.org/I51826884"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040272501"],"corresponding_institution_ids":["https://openalex.org/I51826884"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09430089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2166","last_page":"2169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10331","display_name":"Video Surveillance and Tracking Methods","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":0.9954000115394592,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.7612978219985962},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6886917352676392},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6634253859519958},{"id":"https://openalex.org/keywords/decimation","display_name":"Decimation","score":0.6549796462059021},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6330521106719971},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5867811441421509},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5720887780189514},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5473026633262634},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5416865944862366},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4924348294734955},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4638424515724182},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4533599317073822},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4125632047653198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20389324426651},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11266443133354187}],"concepts":[{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.7612978219985962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6886917352676392},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6634253859519958},{"id":"https://openalex.org/C173642442","wikidata":"https://www.wikidata.org/wiki/Q1253346","display_name":"Decimation","level":3,"score":0.6549796462059021},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6330521106719971},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5867811441421509},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5720887780189514},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5473026633262634},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5416865944862366},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4924348294734955},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4638424515724182},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4533599317073822},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4125632047653198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20389324426651},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11266443133354187},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/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/siu.2014.6830692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2014.6830692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:8758c2bb-d398-4624-8dbe-d14971be54ad","is_oa":false,"landing_page_url":"https://avesis.kocaeli.edu.tr/publication/details/8758c2bb-d398-4624-8dbe-d14971be54ad/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055291","display_name":"Kocaeli \u00dcniversitesi - AVES\u0130S","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1549083695","https://openalex.org/W1983587030","https://openalex.org/W2025805530","https://openalex.org/W2097546612","https://openalex.org/W2099585902","https://openalex.org/W2118837987","https://openalex.org/W2159128898","https://openalex.org/W2161969291","https://openalex.org/W2165797462","https://openalex.org/W6632640995","https://openalex.org/W6677767500"],"related_works":["https://openalex.org/W2340678901","https://openalex.org/W3029686646","https://openalex.org/W1513711368","https://openalex.org/W1526941731","https://openalex.org/W2081696344","https://openalex.org/W1524890377","https://openalex.org/W2355495591","https://openalex.org/W3106295919","https://openalex.org/W1551613892","https://openalex.org/W2351093380"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3],"low":[4],"computational":[5],"load":[6],"based":[7,20,53,76],"region":[8],"covariance":[9,51],"descriptor":[10,52],"(RCD)":[11],"approach":[12],"has":[13,56],"been":[14,57],"proposed.":[15],"The":[16],"proposed":[17,48,69],"method":[18,70],"is":[19,34],"on":[21,26],"using":[22],"fewer":[23],"feature":[24,32],"vectors":[25,33],"construction":[27],"of":[28,31,46],"RCD.":[29],"Number":[30],"reduced":[35],"by":[36],"utilizing":[37],"the":[38,47,65,68],"random":[39],"pixel":[40],"decimation":[41],"pattern.":[42],"By":[43],"making":[44],"use":[45],"method,":[49],"fast":[50,74],"object":[54,77],"tracking":[55,78,82],"carried":[58],"out.":[59],"As":[60],"can":[61],"be":[62],"seen":[63],"from":[64],"experimental":[66],"results,":[67],"enables":[71],"to":[72],"perform":[73],"RCD":[75],"without":[79],"compromising":[80],"relatively":[81],"quality.":[83]},"counts_by_year":[],"updated_date":"2026-03-05T09:29:38.588285","created_date":"2025-10-10T00:00:00"}