{"id":"https://openalex.org/W2737529999","doi":"https://doi.org/10.1109/cvpr.2017.154","title":"Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data","display_name":"Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2737529999","doi":"https://doi.org/10.1109/cvpr.2017.154","mag":"2737529999"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2017.154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5051879845","display_name":"Joel Janai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joel Janai","raw_affiliation_strings":["Autonomous Vision Group, MPI for Intelligent Systems, T\u00fcbingen"],"affiliations":[{"raw_affiliation_string":"Autonomous Vision Group, MPI for Intelligent Systems, T\u00fcbingen","institution_ids":["https://openalex.org/I4210135521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083242590","display_name":"Fatma G\u00fcney","orcid":"https://orcid.org/0000-0002-0358-983X"},"institutions":[{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fatma Guney","raw_affiliation_strings":["Autonomous Vision Group, MPI for Intelligent Systems, T\u00fcbingen"],"affiliations":[{"raw_affiliation_string":"Autonomous Vision Group, MPI for Intelligent Systems, T\u00fcbingen","institution_ids":["https://openalex.org/I4210135521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112896722","display_name":"Jonas Wulff","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Wulff","raw_affiliation_strings":["Perceiving Systems Department, MPI for Intelligent Systems, T\u00fcbingen"],"affiliations":[{"raw_affiliation_string":"Perceiving Systems Department, MPI for Intelligent Systems, T\u00fcbingen","institution_ids":["https://openalex.org/I4210135521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065396778","display_name":"Michael J. Black","orcid":"https://orcid.org/0000-0001-6077-4540"},"institutions":[{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael J. Black","raw_affiliation_strings":["Perceiving Systems Department, MPI for Intelligent Systems, T\u00fcbingen"],"affiliations":[{"raw_affiliation_string":"Perceiving Systems Department, MPI for Intelligent Systems, T\u00fcbingen","institution_ids":["https://openalex.org/I4210135521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016606943","display_name":"Andreas Geiger","orcid":"https://orcid.org/0000-0002-8151-3726"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"funder","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4210135521","display_name":"Max Planck Institute for Intelligent Systems","ror":"https://ror.org/04fq9j139","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210135521"]}],"countries":["CH","DE"],"is_corresponding":false,"raw_author_name":"Andreas Geiger","raw_affiliation_strings":["Autonomous Vision Group, MPI for Intelligent Systems, T\u00fcbingen","Computer Vision and Geometry Group, ETH Z\u00fcrich"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Geometry Group, ETH Z\u00fcrich","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Autonomous Vision Group, MPI for Intelligent Systems, T\u00fcbingen","institution_ids":["https://openalex.org/I4210135521"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.403,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":81,"citation_normalized_percentile":{"value":0.924226,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1406","last_page":"1416"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9999,"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":0.9999,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9969,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9721,"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/optical-flow","display_name":"Optical Flow","score":0.86187935},{"id":"https://openalex.org/keywords/motion-blur","display_name":"Motion blur","score":0.659745},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6394773},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5539142}],"concepts":[{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.86187935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7808442},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.68691915},{"id":"https://openalex.org/C2777708103","wikidata":"https://www.wikidata.org/wiki/Q852589","display_name":"Motion blur","level":3,"score":0.659745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6479279},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.647576},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6394773},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5539142},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.53058994},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.48148263},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2883168},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.106428},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2017.154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":76,"referenced_works":["https://openalex.org/W12532419","https://openalex.org/W1481678233","https://openalex.org/W1513100184","https://openalex.org/W1520481592","https://openalex.org/W1578285471","https://openalex.org/W1861492603","https://openalex.org/W1867429401","https://openalex.org/W1904063580","https://openalex.org/W1921093919","https://openalex.org/W1932937519","https://openalex.org/W1951289974","https://openalex.org/W195690893","https://openalex.org/W1965253011","https://openalex.org/W1999305212","https://openalex.org/W2000305870","https://openalex.org/W2001367356","https://openalex.org/W2019661178","https://openalex.org/W2031912957","https://openalex.org/W2050403968","https://openalex.org/W2061484100","https://openalex.org/W2087112735","https://openalex.org/W2088871573","https://openalex.org/W2090518410","https://openalex.org/W2104920277","https://openalex.org/W2105303354","https://openalex.org/W2113221323","https://openalex.org/W2117539524","https://openalex.org/W2120135262","https://openalex.org/W2129404737","https://openalex.org/W2131747574","https://openalex.org/W2134292164","https://openalex.org/W2139828242","https://openalex.org/W2143516773","https://openalex.org/W2144476963","https://openalex.org/W2145467074","https://openalex.org/W2147253850","https://openalex.org/W2148852318","https://openalex.org/W2150066425","https://openalex.org/W2152231592","https://openalex.org/W2154220963","https://openalex.org/W2155302366","https://openalex.org/W2156956645","https://openalex.org/W2157130620","https://openalex.org/W2157394577","https://openalex.org/W2157719643","https://openalex.org/W2163605009","https://openalex.org/W2164918853","https://openalex.org/W2165245371","https://openalex.org/W2165406874","https://openalex.org/W2194775991","https://openalex.org/W2259424905","https://openalex.org/W2259950157","https://openalex.org/W2269094482","https://openalex.org/W2299400169","https://openalex.org/W2340897893","https://openalex.org/W2341569833","https://openalex.org/W2397830550","https://openalex.org/W2431874326","https://openalex.org/W2487365028","https://openalex.org/W2508741746","https://openalex.org/W2513241981","https://openalex.org/W2545478168","https://openalex.org/W2548527721","https://openalex.org/W2592685292","https://openalex.org/W2613718673","https://openalex.org/W2751023760","https://openalex.org/W2951845494","https://openalex.org/W2963305757","https://openalex.org/W2963317244","https://openalex.org/W2964162504","https://openalex.org/W3003662786","https://openalex.org/W303181297","https://openalex.org/W3100388886","https://openalex.org/W639708223","https://openalex.org/W764651262","https://openalex.org/W988642845"],"related_works":["https://openalex.org/W4312814274","https://openalex.org/W4289106770","https://openalex.org/W3207760230","https://openalex.org/W2970427506","https://openalex.org/W2959403490","https://openalex.org/W2904275768","https://openalex.org/W2012410061","https://openalex.org/W17155033","https://openalex.org/W1590307681","https://openalex.org/W1496222301"],"abstract_inverted_index":{"Existing":[0],"optical":[1,111,132],"flow":[2,65,98,112,133],"datasets":[3],"are":[4,59],"limited":[5],"in":[6,70,131],"size":[7],"and":[8,48,102,124],"variability":[9],"due":[10],"to":[11,61,82],"the":[12,43,68,84,93,96,126,129],"difficulty":[13],"of":[14,45,95,128,137],"capturing":[15],"dense":[16],"ground":[17],"truth.":[18],"In":[19],"this":[20,24],"paper,":[21],"we":[22,58,74,106],"tackle":[23],"problem":[25],"by":[26,114],"tracking":[27],"pixels":[28],"through":[29],"densely":[30],"sampled":[31],"space-time":[32],"volumes":[33],"recorded":[34],"with":[35,87],"a":[36,108,121],"high-speed":[37,122],"video":[38],"camera.":[39],"Our":[40],"model":[41],"exploits":[42],"linearity":[44],"small":[46],"motions":[47],"reasons":[49],"about":[50],"occlusions":[51],"from":[52,120],"multiple":[53],"frames.":[54],"Using":[55],"our":[56,77,116],"technique,":[57],"able":[60],"establish":[62],"accurate":[63],"reference":[64],"fields":[66,99],"outside":[67],"laboratory":[69],"natural":[71],"environments.":[72],"Besides,":[73],"show":[75],"how":[76],"predictions":[78],"can":[79],"be":[80],"used":[81],"augment":[83],"input":[85],"images":[86],"realistic":[88],"motion":[89,138],"blur.":[90,139],"We":[91],"demonstrate":[92],"quality":[94],"produced":[97],"on":[100,118],"synthetic":[101],"real-world":[103],"datasets.":[104],"Finally,":[105],"collect":[107],"novel":[109],"challenging":[110],"dataset":[113],"applying":[115],"technique":[117],"data":[119],"camera":[123],"analyze":[125],"performance":[127],"state-of-the-art":[130],"under":[134],"various":[135],"levels":[136]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2737529999","counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":7}],"updated_date":"2025-03-19T19:16:28.313889","created_date":"2017-07-31"}