{"id":"https://openalex.org/W2126082648","doi":"https://doi.org/10.1109/tce.2009.5278047","title":"Video stabilization using principal component analysis and scale invariant feature transform in particle filter framework","display_name":"Video stabilization using principal component analysis and scale invariant feature transform in particle filter framework","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2126082648","doi":"https://doi.org/10.1109/tce.2009.5278047","mag":"2126082648"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2009.5278047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2009.5278047","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","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/A5101413554","display_name":"Yao Shen","orcid":"https://orcid.org/0000-0002-6744-1498"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao Shen","raw_affiliation_strings":["Computer Science and Engineering department, University of North Texas, Denton, TX, USA","Comput. Sci. & Eng. Dept., Univ. of North Texas, Denton, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering department, University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Comput. Sci. & Eng. Dept., Univ. of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109347317","display_name":"Parthasarathy Guturu","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Parthasarathy Guturu","raw_affiliation_strings":["Electrical Engineering Department, University of North Texas, Denton, TX, USA","Electr. Eng. Dept., Univ. of North Texas, Denton, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Electr. Eng. Dept., Univ. of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110500647","display_name":"Thyagaraju Damarla","orcid":null},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thyagaraju Damarla","raw_affiliation_strings":["US Army Research Lab, Adelphi, MD, USA","US Army Res. Lab., Adelphi, MD, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"US Army Research Lab, Adelphi, MD, USA","institution_ids":["https://openalex.org/I166416128"]},{"raw_affiliation_string":"US Army Res. Lab., Adelphi, MD, USA#TAB#","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078226400","display_name":"Bill P. Buckles","orcid":"https://orcid.org/0000-0002-3385-9933"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bill Buckles","raw_affiliation_strings":["Computer Science and Engineering department, University of North Texas, Denton, TX, USA","Comput. Sci. & Eng. Dept., Univ. of North Texas, Denton, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering department, University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Comput. Sci. & Eng. Dept., Univ. of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"last","author":{"id":null,"display_name":"Kameswara Namuduri","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kameswara Namuduri","raw_affiliation_strings":["Electrical Engineering Department, University of North Texas, Denton, TX, USA","Electr. Eng. Dept., Univ. of North Texas, Denton, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Electr. Eng. Dept., Univ. of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8496,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.95580123,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"55","issue":"3","first_page":"1714","last_page":"1721"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13579","display_name":"Image and Video Stabilization","score":0.9998999834060669,"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/T13579","display_name":"Image and Video Stabilization","score":0.9998999834060669,"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9638000130653381,"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"}},{"id":"https://openalex.org/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.9634000062942505,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.8081216812133789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7501318454742432},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6924326419830322},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.606429934501648},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.5685241222381592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5542075037956238},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5485976934432983},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5021579265594482},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4597932994365692},{"id":"https://openalex.org/keywords/motion-estimation","display_name":"Motion estimation","score":0.4550515115261078},{"id":"https://openalex.org/keywords/motion-compensation","display_name":"Motion compensation","score":0.45284876227378845},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4308721721172333},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4301602244377136},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.33879202604293823},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33346378803253174}],"concepts":[{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.8081216812133789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7501318454742432},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6924326419830322},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.606429934501648},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.5685241222381592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5542075037956238},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5485976934432983},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5021579265594482},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4597932994365692},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.4550515115261078},{"id":"https://openalex.org/C128840427","wikidata":"https://www.wikidata.org/wiki/Q1302174","display_name":"Motion compensation","level":2,"score":0.45284876227378845},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4308721721172333},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4301602244377136},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.33879202604293823},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33346378803253174},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2009.5278047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2009.5278047","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","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":17,"referenced_works":["https://openalex.org/W2107369562","https://openalex.org/W2110744759","https://openalex.org/W2124311204","https://openalex.org/W2127287938","https://openalex.org/W2132475829","https://openalex.org/W2136243427","https://openalex.org/W2138699448","https://openalex.org/W2139595582","https://openalex.org/W2145072179","https://openalex.org/W2151103935","https://openalex.org/W2152851947","https://openalex.org/W2156257540","https://openalex.org/W2160337655","https://openalex.org/W2162811356","https://openalex.org/W3142475087","https://openalex.org/W6680774103","https://openalex.org/W6681554747"],"related_works":["https://openalex.org/W1967654336","https://openalex.org/W1579157894","https://openalex.org/W2060632806","https://openalex.org/W1530267862","https://openalex.org/W2995690499","https://openalex.org/W1494405360","https://openalex.org/W2050955821","https://openalex.org/W2153529351","https://openalex.org/W1978838965","https://openalex.org/W2169116484"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,42],"novel":[4],"approach":[5],"to":[6,71,95],"digital":[7],"video":[8,67,115],"stabilization":[9],"that":[10,120],"uses":[11],"adaptive":[12,91],"particle":[13,92],"filter":[14,93],"for":[15],"global":[16],"motion":[17,74],"estimation.":[18],"In":[19],"this":[20],"approach,":[21],"dimensionality":[22],"of":[23,62],"the":[24,31,38,50,57,97,103,121],"feature":[25,45],"space":[26],"is":[27,69,88,124],"first":[28],"reduced":[29],"by":[30],"principal":[32],"component":[33],"analysis":[34],"(PCA)":[35],"method":[36],"using":[37],"features":[39,52,64],"obtained":[40],"from":[41,66],"scale":[43],"invariant":[44],"transform":[46],"(SIFT),":[47],"and":[48,101,127],"hence":[49],"resultant":[51],"may":[53],"be":[54],"termed":[55],"as":[56],"PCA-SIFT":[58],"features.":[59],"The":[60],"trajectory":[61],"these":[63,110],"extracted":[65],"frames":[68],"used":[70],"estimate":[72],"undesirable":[73],"between":[75],"frames.":[76],"A":[77],"new":[78],"cost":[79],"function":[80],"called":[81],"SIFT-BMSE":[82],"(SIFT":[83],"Block":[84],"Mean":[85],"Square":[86],"Error)":[87],"proposed":[89,122],"in":[90],"framework":[94],"disregard":[96],"foreground":[98],"object":[99],"pixels":[100],"reduce":[102],"computational":[104],"cost.":[105],"Frame":[106],"compensation":[107],"based":[108],"on":[109],"estimates":[111],"yields":[112],"stabilized":[113],"full-frame":[114],"sequences.":[116],"Experimental":[117],"results":[118],"show":[119],"algorithm":[123],"both":[125],"accurate":[126],"efficient.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}