{"id":"https://openalex.org/W2547141619","doi":"https://doi.org/10.1109/tpami.2016.2622271","title":"Visual Vibrometry: Estimating Material Properties from Small Motions in Video","display_name":"Visual Vibrometry: Estimating Material Properties from Small Motions in Video","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2547141619","doi":"https://doi.org/10.1109/tpami.2016.2622271","mag":"2547141619","pmid":"https://pubmed.ncbi.nlm.nih.gov/27875214"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2016.2622271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2016.2622271","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5015467781","display_name":"Abe Davis","orcid":"https://orcid.org/0000-0003-1469-2696"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abe Davis","raw_affiliation_strings":["Google Research in Cambridge","Massachusetts Institute of Technology, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research in Cambridge","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061668167","display_name":"Katherine L. Bouman","orcid":"https://orcid.org/0000-0003-0077-4367"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katherine L. Bouman","raw_affiliation_strings":["Google Research in Cambridge","Massachusetts Institute of Technology, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research in Cambridge","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007243238","display_name":"Justin G. Chen","orcid":"https://orcid.org/0000-0001-5302-2463"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin G. Chen","raw_affiliation_strings":["Google Research in Cambridge","Massachusetts Institute of Technology, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research in Cambridge","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007681620","display_name":"Michael Rubinstein","orcid":"https://orcid.org/0000-0002-3707-3807"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Rubinstein","raw_affiliation_strings":["Google Research, Microsoft Research, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, Microsoft Research, Cambridge, MA","institution_ids":["https://openalex.org/I1290206253","https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023551068","display_name":"Oral B\u00fcy\u00fck\u00f6zt\u00fcrk","orcid":"https://orcid.org/0000-0002-7712-7478"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oral Buyukozturk","raw_affiliation_strings":["Google Research in Cambridge","Massachusetts Institute of Technology, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research in Cambridge","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075155488","display_name":"Fr\u00e9do Durand","orcid":"https://orcid.org/0000-0001-9919-069X"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fredo Durand","raw_affiliation_strings":["Google Research in Cambridge","Massachusetts Institute of Technology, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research in Cambridge","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074429265","display_name":"William T. Freeman","orcid":"https://orcid.org/0000-0002-2231-7995"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William T. Freeman","raw_affiliation_strings":["Google Research in Cambridge","Massachusetts Institute of Technology, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research in Cambridge","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1577,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.92708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"39","issue":"4","first_page":"732","last_page":"745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9972000122070312,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9972000122070312,"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9972000122070312,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9957000017166138,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6991139650344849},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6812309622764587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6810082793235779},{"id":"https://openalex.org/keywords/motion-estimation","display_name":"Motion estimation","score":0.5386969447135925},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5290483832359314},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.527244508266449},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4950961172580719},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.49336424469947815},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.4875883460044861},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4754756987094879},{"id":"https://openalex.org/keywords/material-properties","display_name":"Material properties","score":0.4746606647968292},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4738219976425171},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.27422648668289185},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.26480263471603394},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1125052273273468}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6991139650344849},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6812309622764587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6810082793235779},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.5386969447135925},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5290483832359314},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.527244508266449},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4950961172580719},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.49336424469947815},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.4875883460044861},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4754756987094879},{"id":"https://openalex.org/C31555180","wikidata":"https://www.wikidata.org/wiki/Q3523867","display_name":"Material properties","level":2,"score":0.4746606647968292},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4738219976425171},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.27422648668289185},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.26480263471603394},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1125052273273468},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tpami.2016.2622271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2016.2622271","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:27875214","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27875214","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:authors.library.caltech.edu:94506","is_oa":false,"landing_page_url":"https://authors.library.caltech.edu/94506/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402161","display_name":"CaltechAUTHORS (California Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122411786","host_organization_name":"California Institute of Technology","host_organization_lineage":["https://openalex.org/I122411786"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G720472407","display_name":null,"funder_award_id":"CGV-1111415","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8832877227","display_name":"RI: Large: Collaborative Research: Reconstructive recognition: Uniting statistical scene understanding and physics-based visual reasoning","funder_award_id":"1212849","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307816","display_name":"Shell","ror":"https://ror.org/00b5m4j81"},{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"},{"id":"https://openalex.org/F4562087700","display_name":"National Science Foundation Graduate Research Fellowship Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2244767","https://openalex.org/W151175192","https://openalex.org/W1591019980","https://openalex.org/W1975503669","https://openalex.org/W1977985044","https://openalex.org/W1990370049","https://openalex.org/W1998391547","https://openalex.org/W2011115710","https://openalex.org/W2011549277","https://openalex.org/W2028660383","https://openalex.org/W2031912957","https://openalex.org/W2038277467","https://openalex.org/W2047399180","https://openalex.org/W2057893452","https://openalex.org/W2060314992","https://openalex.org/W2062439570","https://openalex.org/W2064538475","https://openalex.org/W2071527584","https://openalex.org/W2071581054","https://openalex.org/W2084583166","https://openalex.org/W2101219494","https://openalex.org/W2105229548","https://openalex.org/W2107790757","https://openalex.org/W2109452278","https://openalex.org/W2127006916","https://openalex.org/W2129966346","https://openalex.org/W2135377807","https://openalex.org/W2159118700","https://openalex.org/W2166918228","https://openalex.org/W2172212081","https://openalex.org/W2182627900","https://openalex.org/W2227871250","https://openalex.org/W2326325773","https://openalex.org/W2512353105","https://openalex.org/W2949645087","https://openalex.org/W3138963505","https://openalex.org/W4255320586","https://openalex.org/W6606188100","https://openalex.org/W6665574486","https://openalex.org/W6675059655","https://openalex.org/W6676468175","https://openalex.org/W6686040986","https://openalex.org/W6726021678","https://openalex.org/W6763817443","https://openalex.org/W7017015366"],"related_works":["https://openalex.org/W1508899372","https://openalex.org/W2039460805","https://openalex.org/W4250956039","https://openalex.org/W4240485100","https://openalex.org/W2056130799","https://openalex.org/W2045758229","https://openalex.org/W405964254","https://openalex.org/W4254970379","https://openalex.org/W2977517636","https://openalex.org/W2810129309"],"abstract_inverted_index":{"The":[0,53],"estimation":[1],"of":[2,23,50,55,65,77,102],"material":[3,34,63,89,97],"properties":[4,35,64,98],"is":[5],"important":[6],"for":[7,99],"scene":[8],"understanding,":[9],"with":[10,26],"many":[11],"applications":[12],"in":[13,30,41,47,108],"vision,":[14],"robotics,":[15],"and":[16,62,110],"structural":[17],"engineering.":[18],"This":[19],"paper":[20],"connects":[21],"fundamentals":[22],"vibration":[24],"mechanics":[25],"computer":[27],"vision":[28],"techniques":[29],"order":[31],"to":[32,45],"infer":[33],"from":[36,75],"small,":[37],"often":[38,83],"imperceptible":[39],"motions":[40],"video.":[42,114],"Objects":[43],"tend":[44],"vibrate":[46],"a":[48,78,100],"set":[49],"preferred":[51],"modes.":[52],"frequencies":[54,74],"these":[56,73],"modes":[57],"depend":[58],"on":[59],"the":[60],"structure":[61],"an":[66],"object.":[67],"We":[68,91],"show":[69],"that":[70,87],"by":[71,95,104],"extracting":[72],"video":[76],"vibrating":[79],"object,":[80],"we":[81],"can":[82],"make":[84],"inferences":[85],"about":[86],"object's":[88],"properties.":[90],"demonstrate":[92],"our":[93],"approach":[94],"estimating":[96],"variety":[101],"objects":[103],"observing":[105],"their":[106],"motion":[107],"high-speed":[109],"regular":[111],"frame":[112],"rate":[113]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}