{"id":"https://openalex.org/W2951393909","doi":"https://doi.org/10.1109/tvcg.2019.2923196","title":"Effective Video Stabilization via Joint Trajectory Smoothing and Frame Warping","display_name":"Effective Video Stabilization via Joint Trajectory Smoothing and Frame Warping","publication_year":2019,"publication_date":"2019-06-17","ids":{"openalex":"https://openalex.org/W2951393909","doi":"https://doi.org/10.1109/tvcg.2019.2923196","mag":"2951393909","pmid":"https://pubmed.ncbi.nlm.nih.gov/31217120"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2019.2923196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2019.2923196","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Visualization and Computer Graphics","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/A5060829494","display_name":"Tiezheng Ma","orcid":"https://orcid.org/0000-0001-8954-5063"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tiezheng Ma","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083221103","display_name":"Yongwei Nie","orcid":"https://orcid.org/0000-0002-8922-3205"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongwei Nie","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8922-3205","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358770","display_name":"Qing Zhang","orcid":"https://orcid.org/0000-0001-5312-2800"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Zhang","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-Sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5312-2800","affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-Sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043901952","display_name":"Zhensong Zhang","orcid":"https://orcid.org/0009-0001-7911-7564"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhensong Zhang","raw_affiliation_strings":["Noah's Ark Lab, Huawei Technologies Co. Ltd., Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Noah's Ark Lab, Huawei Technologies Co. Ltd., Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359489","display_name":"Hanqiu Sun","orcid":"https://orcid.org/0000-0002-3244-4111"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanqiu Sun","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067363489","display_name":"Guiqing Li","orcid":"https://orcid.org/0000-0002-4598-1522"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiqing Li","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4598-1522","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060829494"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.7144,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.74797132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"26","issue":"11","first_page":"3163","last_page":"3176"},"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":0.9584000110626221,"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":0.9509999752044678,"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/smoothing","display_name":"Smoothing","score":0.8681055903434753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8054609894752502},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.7913705110549927},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.7561870813369751},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5987769365310669},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5494557619094849},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5306198596954346},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.48771604895591736},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.47821685671806335},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4475579261779785}],"concepts":[{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.8681055903434753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8054609894752502},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.7913705110549927},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7561870813369751},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5987769365310669},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5494557619094849},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5306198596954346},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.48771604895591736},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.47821685671806335},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4475579261779785},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2019.2923196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2019.2923196","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:31217120","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31217120","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 visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1992339181","display_name":null,"funder_award_id":"61572202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5679063874","display_name":null,"funder_award_id":"61602183","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G718206406","display_name":null,"funder_award_id":"61802453","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320319946","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"},{"id":"https://openalex.org/F4320322999","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04"},{"id":"https://openalex.org/F4320323180","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1637260795","https://openalex.org/W1742701791","https://openalex.org/W1941425863","https://openalex.org/W1981693481","https://openalex.org/W2021211494","https://openalex.org/W2035379092","https://openalex.org/W2038376816","https://openalex.org/W2049092359","https://openalex.org/W2052452567","https://openalex.org/W2054899657","https://openalex.org/W2057412674","https://openalex.org/W2059017188","https://openalex.org/W2073761615","https://openalex.org/W2083039867","https://openalex.org/W2097934325","https://openalex.org/W2112673789","https://openalex.org/W2113018061","https://openalex.org/W2116120141","https://openalex.org/W2120281425","https://openalex.org/W2121033927","https://openalex.org/W2122894022","https://openalex.org/W2123675554","https://openalex.org/W2136274741","https://openalex.org/W2162811356","https://openalex.org/W2169574628","https://openalex.org/W2320878542","https://openalex.org/W2338292334","https://openalex.org/W2404729542","https://openalex.org/W2461172162","https://openalex.org/W2516601101","https://openalex.org/W2516719699","https://openalex.org/W2518952733","https://openalex.org/W2519006193","https://openalex.org/W2544109070","https://openalex.org/W2549831612","https://openalex.org/W2556362500","https://openalex.org/W2559571756","https://openalex.org/W2591837242","https://openalex.org/W2609102463","https://openalex.org/W2742959148","https://openalex.org/W2753900927","https://openalex.org/W2791808847","https://openalex.org/W2801623732","https://openalex.org/W2801638723","https://openalex.org/W2883327485","https://openalex.org/W2887568122","https://openalex.org/W2889628658","https://openalex.org/W2898558078","https://openalex.org/W2901268687","https://openalex.org/W2902346020","https://openalex.org/W3099672775","https://openalex.org/W3123748616","https://openalex.org/W6677129624","https://openalex.org/W6680462645","https://openalex.org/W6684177222","https://openalex.org/W6729503709","https://openalex.org/W6754378437"],"related_works":["https://openalex.org/W1670332068","https://openalex.org/W2095618524","https://openalex.org/W2735770592","https://openalex.org/W2347413598","https://openalex.org/W1918542373","https://openalex.org/W71572444","https://openalex.org/W1997383766","https://openalex.org/W2350336482","https://openalex.org/W2154472250","https://openalex.org/W2229352698"],"abstract_inverted_index":{"Video":[0],"stabilization":[1,106],"is":[2,141,179],"usually":[3],"composed":[4],"of":[5,54,79,87,156,165,175,189,194],"three":[6,22],"stages:":[7],"feature":[8],"trajectory":[9,11,37,60,89],"extraction,":[10],"smoothing,":[12],"and":[13,39,147,150],"frame":[14,40,69,119],"warping.":[15],"Most":[16],"previous":[17],"approaches":[18],"view":[19],"them":[20],"as":[21,127,129,135,137],"separate":[23],"stages.":[24],"This":[25],"paper":[26],"proposes":[27],"a":[28,44,64,93,172],"method":[29,140],"combining":[30],"the":[31,36,52,59,68,85,88,109,118,124,163,166,192],"last":[32],"two":[33],"stages,":[34,42],"namely":[35],"smoothing":[38,61,90],"warping":[41,70,120],"into":[43],"single":[45],"optimization":[46],"framework.":[47],"The":[48,154],"novelty":[49],"exists":[50],"in":[51,117,160],"way":[53],"how":[55],"we":[56,81,112],"combine":[57],"them:":[58],"part":[62,71,91],"plays":[63,72],"major":[65],"role":[66],"while":[67,131],"an":[73],"auxiliary":[74],"role.":[75],"With":[76],"this":[77],"kind":[78],"design,":[80],"can":[82],"conveniently":[83],"increase":[84],"strength":[86],"by":[92],"robust":[94,142],"first-order":[95],"derivative":[96],"term,":[97],"which":[98,178],"makes":[99],"it":[100],"possible":[101,130],"to":[102,122,143],"produce":[103],"very":[104,151],"aggressive":[105],"effects.":[107],"On":[108],"other":[110,133],"hand,":[111],"adopt":[113],"adaptive":[114],"weighting":[115],"mechanisms":[116],"part,":[121],"follow":[123],"smoothed":[125],"trajectories":[126],"much":[128],"regularizing":[132],"places":[134],"similar":[136],"possible.":[138],"Our":[139],"utilize":[144],"both":[145],"foreground":[146],"background":[148],"features,":[149],"short":[152],"trajectories.":[153],"utilization":[155],"all":[157],"these":[158],"information":[159],"turn":[161],"increases":[162],"accuracy":[164],"proposed":[167],"method.":[168,196],"We":[169],"also":[170],"provide":[171],"simplified":[173],"implementation":[174],"our":[176,195],"method,":[177],"less":[180],"accurate":[181],"but":[182],"more":[183],"efficient.":[184],"Experiments":[185],"on":[186],"various":[187],"kinds":[188],"videos":[190],"demonstrate":[191],"effectiveness":[193]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}