{"id":"https://openalex.org/W5259141","doi":null,"title":"A PCA based method for image and video pose sequencing","display_name":"A PCA based method for image and video pose sequencing","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W5259141","mag":"5259141"},"language":"en","primary_location":{"id":"pmh:oai:repository.rit.edu:theses-8263","doi":null,"is_oa":false,"landing_page_url":"https://repository.rit.edu/theses/7258","pdf_url":null,"source":{"id":"https://openalex.org/S4306402456","display_name":"RIT Scholar Works (Rochester Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155173764","host_organization_name":"Rochester Institute of Technology","host_organization_lineage":["https://openalex.org/I155173764"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses","raw_type":"text"},"volume":null,"type":"dissertation","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/A5028628609","display_name":"James Massaro","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"James Massaro","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5028628609"],"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.48660001158714294,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.48660001158714294,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.33230000734329224,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.047200001776218414,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"principal component analysis","score":0.9459999799728394},{"id":"https://openalex.org/keywords/local-curvature","display_name":"local curvature","score":0.6919999718666077},{"id":"https://openalex.org/keywords/multi-camera-systems","display_name":"multi-camera systems","score":0.7689999938011169},{"id":"https://openalex.org/keywords/camera-selection","display_name":"camera selection","score":0.9300000071525574},{"id":"https://openalex.org/keywords/3d-reconstruction","display_name":"3D reconstruction","score":0.6439999938011169},{"id":"https://openalex.org/keywords/sift-comparison","display_name":"SIFT comparison","score":0.6610000133514404},{"id":"https://openalex.org/keywords/laplacian-eigenmaps","display_name":"Laplacian eigenmaps","score":0.9509999752044678},{"id":"https://openalex.org/keywords/pose-clustering","display_name":"pose clustering","score":0.6930000185966492}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6863837838172913},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.663967490196228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5868639349937439},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3227683901786804}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:repository.rit.edu:theses-8263","doi":null,"is_oa":false,"landing_page_url":"https://repository.rit.edu/theses/7258","pdf_url":null,"source":{"id":"https://openalex.org/S4306402456","display_name":"RIT Scholar Works (Rochester Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155173764","host_organization_name":"Rochester Institute of Technology","host_organization_lineage":["https://openalex.org/I155173764"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses","raw_type":"text"},{"id":"pmh:oai:scholarworks.rit.edu:theses-8263","doi":null,"is_oa":false,"landing_page_url":"https://repository.rit.edu/cgi/viewcontent.cgi?article=8263&context=theses","pdf_url":null,"source":{"id":"https://openalex.org/S4306402456","display_name":"RIT Scholar Works (Rochester Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155173764","host_organization_name":"Rochester Institute of Technology","host_organization_lineage":["https://openalex.org/I155173764"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses","raw_type":"text"},{"id":"mag:5259141","doi":null,"is_oa":false,"landing_page_url":"https://scholarworks.rit.edu/cgi/viewcontent.cgi?article=8263&context=theses","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W195222227","https://openalex.org/W2008107235","https://openalex.org/W2108930959","https://openalex.org/W2122015342","https://openalex.org/W2124386111","https://openalex.org/W2125101937","https://openalex.org/W2128716185","https://openalex.org/W2131226188","https://openalex.org/W2144875077","https://openalex.org/W2145072179","https://openalex.org/W2147332957","https://openalex.org/W2151103935","https://openalex.org/W2157418942","https://openalex.org/W2169728602","https://openalex.org/W2172011507"],"related_works":["https://openalex.org/W2124163789","https://openalex.org/W2101849140","https://openalex.org/W7045546946","https://openalex.org/W2131132137","https://openalex.org/W2142473668","https://openalex.org/W1996492185","https://openalex.org/W2096432071","https://openalex.org/W2107143497","https://openalex.org/W2280801894","https://openalex.org/W2155419359"],"abstract_inverted_index":{"Problems":[0],"exist":[1,90],"in":[2,22,48,91,128,145,159,290],"image":[3,64,245],"sequence":[4],"processing":[5],"that":[6],"require":[7],"an":[8,53,107],"ordered":[9],"set":[10,252,279],"of":[11,28,52,61,103,113,140,151,253,280,286],"object":[12,54,115],"views.":[13,116],"In":[14],"some":[15],"cases,":[16],"multiple":[17,180,201],"angled":[18],"images":[19,51,112],"are":[20],"acquired":[21],"random":[23,114],"order":[24],"and":[25,97,124,138,166,179,216,227,246,284],"the":[26,37,71,141,152,160,191,221,250],"angle":[27],"view":[29,195],"information":[30],"is":[31,75,78,106,133,155,267,288],"not":[32,248],"available.":[33],"When":[34],"this":[35,104,291],"occurs,":[36],"poses":[38,163,272],"have":[39],"to":[40,70,80],"be":[41,209],"put":[42],"into":[43],"proper":[44],"order.":[45],"For":[46],"example,":[47],"databases":[49],"containing":[50],"or":[55,66,73,84],"scene":[56,74],"taken":[57],"over":[58],"a":[59,82,125,146,185,203],"period":[60],"time,":[62],"each":[63,244],"pose":[65,143,197,205,235],"angled-view":[67],"with":[68,176,234],"respect":[69],"camera":[72,181,188,194],"unknown.":[76],"This":[77,117,211],"important":[79],"achieve":[81],"complete":[83],"partial":[85],"three-dimensional":[86],"reconstruction.":[87],"Other":[88],"applications":[89],"photogrammetry,":[92],"machine":[93],"vision,":[94],"computer-aided":[95],"design,":[96],"military":[98],"intelligence.":[99],"The":[100,130,149,230],"main":[101],"contribution":[102],"thesis":[105,212],"automated":[108],"method":[109,118],"for":[110,156,174,187,196,243,260,270,276],"ordering":[111,167,277],"uses":[119],"Principal":[120],"Component":[121],"Analysis":[122],"(PCA)":[123],"confidence":[126,131,153],"metric":[127,154],"eigenspace.":[129],"measure":[132],"based":[134],"on":[135],"local":[136,240],"curvature":[137],"correlation":[139],"estimated":[142],"trajectory":[144],"multidimensional":[147],"manifold.":[148],"use":[150,175],"detecting":[157],"areas":[158],"manifold":[161],"where":[162],"appear":[164],"similar":[165],"becomes":[168],"difficult.":[169],"It":[170],"has":[171],"been":[172],"extended":[173],"synchronized":[177],"double":[178],"system":[182],"by":[183],"providing":[184],"basis":[186],"selection,":[189],"choosing":[190],"most":[192],"salient":[193],"ordering.":[198],"By":[199],"adding":[200],"cameras,":[202],"high":[204],"estimation":[206],"accuracy":[207],"can":[208],"achieved.":[210],"compares":[213],"other":[214],"classification":[215],"recognition":[217],"methods":[218,287],"such":[219],"as":[220],"Scale":[222],"Invariant":[223],"Feature":[224],"Transform":[225],"(SIFT)":[226],"Laplacian":[228,255],"Eigenmaps.":[229],"SIFT":[231],"algorithm":[232],"struggles":[233],"sequencing":[236],"because":[237],"it":[238,266],"computes":[239],"feature":[241],"spaces":[242],"does":[247],"consider":[249],"entire":[251],"images.":[254],"eigenmaps":[256],"show":[257,265],"better":[258,268],"results":[259],"ordering,":[261],"but":[262],"close":[263],"analysis":[264],"suited":[269],"clustering":[271],"than":[273],"sequencing.":[274],"Results":[275],"many":[278],"objects,":[281],"theoretical":[282],"development,":[283],"comparison":[285],"presented":[289],"research.":[292]},"counts_by_year":[],"updated_date":"2026-09-11T09:22:31.653822","created_date":"2016-06-24T00:00:00"}