{"id":"https://openalex.org/W4312716270","doi":"https://doi.org/10.1109/igarss46834.2022.9884030","title":"Visualwind: a Novel Video Dataset for Cameras to Sense the Wind","display_name":"Visualwind: a Novel Video Dataset for Cameras to Sense the Wind","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312716270","doi":"https://doi.org/10.1109/igarss46834.2022.9884030"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9884030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884030","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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/A5100418224","display_name":"Qin Zhang","orcid":"https://orcid.org/0000-0002-6851-3115"},"institutions":[{"id":"https://openalex.org/I146773158","display_name":"Qingdao Agricultural University","ror":"https://ror.org/051qwcj72","country_code":"CN","type":"education","lineage":["https://openalex.org/I146773158"]},{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Qin Zhang","raw_affiliation_strings":["University of Exeter,Department of Computer Science,Exeter,UK","Department of Computer Science, University of Exeter, Exeter, UK","College of Science and Information, Qingdao Agricultural University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter,Department of Computer Science,Exeter,UK","institution_ids":["https://openalex.org/I23923803"]},{"raw_affiliation_string":"Department of Computer Science, University of Exeter, Exeter, UK","institution_ids":["https://openalex.org/I23923803"]},{"raw_affiliation_string":"College of Science and Information, Qingdao Agricultural University, Qingdao, China","institution_ids":["https://openalex.org/I146773158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066662339","display_name":"Jialang Xu","orcid":"https://orcid.org/0000-0003-2324-7033"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialang Xu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069265390","display_name":"Matthew Crane","orcid":null},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew Crane","raw_affiliation_strings":["University of Exeter,Department of Computer Science,Exeter,UK","Department of Computer Science, University of Exeter, Exeter, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter,Department of Computer Science,Exeter,UK","institution_ids":["https://openalex.org/I23923803"]},{"raw_affiliation_string":"Department of Computer Science, University of Exeter, Exeter, UK","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038985671","display_name":"Chunbo Luo","orcid":"https://orcid.org/0000-0002-9860-2901"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chunbo Luo","raw_affiliation_strings":["University of Exeter,Department of Computer Science,Exeter,UK","Department of Computer Science, University of Exeter, Exeter, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter,Department of Computer Science,Exeter,UK","institution_ids":["https://openalex.org/I23923803"]},{"raw_affiliation_string":"Department of Computer Science, University of Exeter, Exeter, UK","institution_ids":["https://openalex.org/I23923803"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.059,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.32086321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"438","issue":null,"first_page":"1924","last_page":"1927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9955999851226807,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9955999851226807,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11371","display_name":"Wind and Air Flow Studies","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7026506066322327},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5693286657333374},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5645549893379211},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5177425742149353},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.5024852752685547},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.44538983702659607},{"id":"https://openalex.org/keywords/clips","display_name":"CLIPS","score":0.44213801622390747},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36572346091270447},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35878801345825195},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.14842337369918823},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11095836758613586},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10756763815879822},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09442424774169922},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09214070439338684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7026506066322327},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5693286657333374},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5645549893379211},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5177425742149353},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.5024852752685547},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.44538983702659607},{"id":"https://openalex.org/C2778739407","wikidata":"https://www.wikidata.org/wiki/Q165372","display_name":"CLIPS","level":2,"score":0.44213801622390747},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36572346091270447},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35878801345825195},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14842337369918823},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11095836758613586},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10756763815879822},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09442424774169922},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09214070439338684}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9884030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884030","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1763622290","display_name":null,"funder_award_id":"NE/P017436/1","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G8700932003","display_name":null,"funder_award_id":"NE/P017436/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"}],"funders":[{"id":"https://openalex.org/F4320320022","display_name":"Sight Research UK","ror":"https://ror.org/03z2py885"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1552206841","https://openalex.org/W2064675550","https://openalex.org/W2107105598","https://openalex.org/W2110682736","https://openalex.org/W2113221323","https://openalex.org/W2194775991","https://openalex.org/W2947259654","https://openalex.org/W2963782415","https://openalex.org/W3034896357","https://openalex.org/W3200472104","https://openalex.org/W4295312788","https://openalex.org/W6631190155","https://openalex.org/W6743672549","https://openalex.org/W6763523512","https://openalex.org/W6766978945","https://openalex.org/W6801675555"],"related_works":["https://openalex.org/W2417253731","https://openalex.org/W2350469024","https://openalex.org/W2491583298","https://openalex.org/W2036154621","https://openalex.org/W2327827625","https://openalex.org/W2395860100","https://openalex.org/W795077857","https://openalex.org/W2376416463","https://openalex.org/W2007338512","https://openalex.org/W855007925"],"abstract_inverted_index":{"The":[0,68,141],"goal":[1],"of":[2,33,54,64,95,102,109],"this":[3,46,133],"paper":[4],"is":[5,143],"to":[6,9,27,135,157,163],"empower":[7],"cameras":[8],"sense":[10],"the":[11,17,30,42,65,106,110,155,159,164],"wind":[12,36,62,129],"from":[13,72],"videos":[14,69],"by":[15],"capturing":[16],"motion":[18],"information":[19],"using":[20],"optical":[21],"flow":[22],"and":[23,77,92,116,118,122,126],"machine":[24],"learning":[25],"models,":[26],"potentially":[28],"revolutionise":[29],"spatiotemporal":[31],"resolution":[32],"existing":[34],"professional":[35],"records":[37],"that":[38],"are":[39,70],"often":[40],"at":[41],"city":[43],"scale.":[44,67],"To":[45],"end,":[47],"we":[48],"build":[49],"a":[50,83],"novel":[51],"video":[52,58,80],"dataset":[53,134,142],"over":[55],"6000":[56],"labeled":[57],"clips,":[59],"covering":[60],"eleven":[61],"classes":[63],"Beaufort":[66],"collected":[71,115],"social":[73],"media,":[74],"public":[75],"cameras,":[76],"self-recording.":[78],"Every":[79],"clip":[81],"has":[82],"fixed":[84],"10":[85],"seconds":[86],"length":[87],"with":[88],"varied":[89],"frame":[90],"rates,":[91],"contains":[93],"scenes":[94],"various":[96],"trees":[97],"swaying":[98],"in":[99],"different":[100],"scales":[101],"wind.":[103],"We":[104],"describe":[105],"key":[107,161],"statistics":[108],"dataset,":[111],"how":[112],"it":[113],"was":[114],"annotated,":[117],"evaluate":[119],"both":[120],"one-stage":[121],"two-stage":[123],"models":[124],"trained":[125],"tested":[127],"for":[128],"scale":[130],"estimation":[131],"on":[132],"give":[136],"some":[137],"baseline":[138],"performance":[139],"figures.":[140],"publicly":[144],"accessible":[145],"<sup":[146,149],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[147,150],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[148,151],"https://sme.uds.exeter.ac.uk/folders/48caf5102d6196b9645fab1f46e494ec.":[152],"Please":[153],"contact":[154],"authors":[156],"get":[158],"access":[160],"due":[162],"server":[165],"protection":[166],"policy..":[167]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}