{"id":"https://openalex.org/W2245874531","doi":"https://doi.org/10.1109/dicta.2015.7371309","title":"Smooth Globally Warp Locally: Video Stabilization Using Homography Fields","display_name":"Smooth Globally Warp Locally: Video Stabilization Using Homography Fields","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2245874531","doi":"https://doi.org/10.1109/dicta.2015.7371309","mag":"2245874531"},"language":"en","primary_location":{"id":"doi:10.1109/dicta.2015.7371309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2015.7371309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","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/A5002459501","display_name":"William X. Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"William X. Liu","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, South Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, South Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027317977","display_name":"Tat-Jun Chin","orcid":"https://orcid.org/0000-0003-2423-9342"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tat-Jun Chin","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, South Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, South Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002459501"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":0.9205,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82727547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"30","issue":null,"first_page":"1","last_page":"8"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9703999757766724,"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":0.9549999833106995,"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/homography","display_name":"Homography","score":0.8549202680587769},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.7923699617385864},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7678672075271606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7586084604263306},{"id":"https://openalex.org/keywords/image-stabilization","display_name":"Image stabilization","score":0.7024493217468262},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6777306795120239},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.6570338010787964},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.561181902885437},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5501384139060974},{"id":"https://openalex.org/keywords/motion-interpolation","display_name":"Motion interpolation","score":0.5186228156089783},{"id":"https://openalex.org/keywords/motion-compensation","display_name":"Motion compensation","score":0.44958165287971497},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.43410658836364746},{"id":"https://openalex.org/keywords/view-synthesis","display_name":"View synthesis","score":0.4229316711425781},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.40664637088775635},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.3819156289100647},{"id":"https://openalex.org/keywords/block-matching-algorithm","display_name":"Block-matching algorithm","score":0.2765458822250366},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.2571909427642822},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.179867684841156},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1543656885623932},{"id":"https://openalex.org/keywords/projective-test","display_name":"Projective test","score":0.07785835862159729}],"concepts":[{"id":"https://openalex.org/C28751775","wikidata":"https://www.wikidata.org/wiki/Q2112539","display_name":"Homography","level":4,"score":0.8549202680587769},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.7923699617385864},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7678672075271606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7586084604263306},{"id":"https://openalex.org/C27402916","wikidata":"https://www.wikidata.org/wiki/Q31009","display_name":"Image stabilization","level":3,"score":0.7024493217468262},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6777306795120239},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6570338010787964},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.561181902885437},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5501384139060974},{"id":"https://openalex.org/C72560505","wikidata":"https://www.wikidata.org/wiki/Q204510","display_name":"Motion interpolation","level":5,"score":0.5186228156089783},{"id":"https://openalex.org/C128840427","wikidata":"https://www.wikidata.org/wiki/Q1302174","display_name":"Motion compensation","level":2,"score":0.44958165287971497},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.43410658836364746},{"id":"https://openalex.org/C2776449333","wikidata":"https://www.wikidata.org/wiki/Q7928781","display_name":"View synthesis","level":3,"score":0.4229316711425781},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.40664637088775635},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3819156289100647},{"id":"https://openalex.org/C167510206","wikidata":"https://www.wikidata.org/wiki/Q2835824","display_name":"Block-matching algorithm","level":4,"score":0.2765458822250366},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.2571909427642822},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.179867684841156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1543656885623932},{"id":"https://openalex.org/C177846678","wikidata":"https://www.wikidata.org/wiki/Q1501864","display_name":"Projective test","level":2,"score":0.07785835862159729},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.0},{"id":"https://openalex.org/C75280867","wikidata":"https://www.wikidata.org/wiki/Q877775","display_name":"Projective space","level":3,"score":0.0},{"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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dicta.2015.7371309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2015.7371309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/108658","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/108658","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/dicta.2015.7371309","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1530781137","https://openalex.org/W1981693481","https://openalex.org/W2021211494","https://openalex.org/W2049092359","https://openalex.org/W2052452567","https://openalex.org/W2057412674","https://openalex.org/W2065632025","https://openalex.org/W2113018061","https://openalex.org/W2120281425","https://openalex.org/W2151103935","https://openalex.org/W2153525463","https://openalex.org/W2162811356","https://openalex.org/W2164490837","https://openalex.org/W2169574628","https://openalex.org/W4249418251","https://openalex.org/W6631910717"],"related_works":["https://openalex.org/W1966595992","https://openalex.org/W2090702774","https://openalex.org/W2048504591","https://openalex.org/W2618503788","https://openalex.org/W2046654028","https://openalex.org/W2905713723","https://openalex.org/W2358378680","https://openalex.org/W2027648882","https://openalex.org/W2910768741","https://openalex.org/W2245874531"],"abstract_inverted_index":{"Conceptually,":[0],"video":[1,12,34,79,127,140,161],"stabilization":[2,162],"is":[3,52,84,90],"achieved":[4],"by":[5],"estimating":[6,25,48],"the":[7,11,16,20,33,37,62,65,73,108,122,132,157],"camera":[8],"trajectory":[9],"throughout":[10],"and":[13,60,153],"then":[14],"smoothing":[15],"trajectory.":[17],"In":[18],"practice,":[19],"pipeline":[21,163],"invariably":[22],"leads":[23],"to":[24,41,55,92,100,107,120,147],"update":[26,50],"transforms":[27,51],"that":[28,36,47,89,114],"adjust":[29],"each":[30],"frame":[31],"of":[32,64,75,126,135,159],"such":[35],"overall":[38],"sequence":[39],"appears":[40],"be":[42,93,148],"stabilized.":[43],"Therefore,":[44],"we":[45,71],"argue":[46],"good":[49],"more":[53],"critical":[54],"success":[56],"than":[57],"accurately":[58],"modeling":[59,152],"characterizing":[61],"motion":[63,151],"camera.":[66],"Based":[67],"on":[68,164],"this":[69],"observation,":[70],"propose":[72],"usage":[74],"homography":[76,82,115],"fields":[77,116],"for":[78,150],"stabilization.":[80],"A":[81],"field":[83],"a":[85],"spatially":[86],"varying":[87],"warp":[88],"regularized":[91],"as":[94,96,99],"projective":[95],"possible,":[97],"so":[98],"enable":[101],"accurate":[102],"warping":[103,124],"while":[104],"adhering":[105],"closely":[106],"underlying":[109],"geometric":[110],"constraints.":[111],"We":[112,155],"show":[113],"are":[117],"powerful":[118],"enough":[119],"meet":[121],"various":[123,165],"needs":[125],"stabilization,":[128,136],"not":[129],"just":[130],"in":[131,139],"core":[133],"step":[134],"but":[137],"also":[138],"inpainting.":[141],"This":[142],"enables":[143],"relatively":[144],"simple":[145],"algorithms":[146],"used":[149],"smoothing.":[154],"demonstrate":[156],"merits":[158],"our":[160],"public":[166],"testing":[167],"videos.":[168]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
