{"id":"https://openalex.org/W4404479555","doi":"https://doi.org/10.1109/tgrs.2024.3501380","title":"Transformer Tracking for Satellite Video: Matching, Propagation, and Prediction","display_name":"Transformer Tracking for Satellite Video: Matching, Propagation, and Prediction","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404479555","doi":"https://doi.org/10.1109/tgrs.2024.3501380"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3501380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3501380","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-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/A5101551661","display_name":"Manqi Zhao","orcid":"https://orcid.org/0000-0002-5953-0079"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manqi Zhao","raw_affiliation_strings":["Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","Technology and Engineering Center for Space Utilization, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5953-0079","affiliations":[{"raw_affiliation_string":"Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111003697","display_name":"Shengyang Li","orcid":"https://orcid.org/0000-0002-9888-9869"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyang Li","raw_affiliation_strings":["Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","Technology and Engineering Center for Space Utilization, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9888-9869","affiliations":[{"raw_affiliation_string":"Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101535313","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0001-5180-7451"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","Technology and Engineering Center for Space Utilization, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5180-7451","affiliations":[{"raw_affiliation_string":"Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0862,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78345133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13579","display_name":"Image and Video Stabilization","score":0.9681000113487244,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/satellite-tracking","display_name":"Satellite tracking","score":0.7107537984848022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6213456988334656},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5338334441184998},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5069494247436523},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.48421216011047363},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.46352511644363403},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.42685720324516296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4047994613647461},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39347174763679504},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2198132574558258},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.12477201223373413},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08711037039756775}],"concepts":[{"id":"https://openalex.org/C2985889645","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite tracking","level":3,"score":0.7107537984848022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6213456988334656},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5338334441184998},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5069494247436523},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.48421216011047363},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.46352511644363403},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.42685720324516296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4047994613647461},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39347174763679504},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2198132574558258},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.12477201223373413},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08711037039756775},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3501380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3501380","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7013351546","display_name":null,"funder_award_id":"XDA0360303","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W1857884451","https://openalex.org/W1861492603","https://openalex.org/W1955741794","https://openalex.org/W1964846093","https://openalex.org/W2044986361","https://openalex.org/W2105934661","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2470394683","https://openalex.org/W2520477759","https://openalex.org/W2557641257","https://openalex.org/W2613324285","https://openalex.org/W2778130973","https://openalex.org/W2783258213","https://openalex.org/W2794744029","https://openalex.org/W2799058067","https://openalex.org/W2891033863","https://openalex.org/W2898200825","https://openalex.org/W2944192503","https://openalex.org/W2950104426","https://openalex.org/W2962766617","https://openalex.org/W2962836156","https://openalex.org/W2963534981","https://openalex.org/W2964111344","https://openalex.org/W2964433070","https://openalex.org/W2966759264","https://openalex.org/W2969454712","https://openalex.org/W2982221123","https://openalex.org/W2987460522","https://openalex.org/W2998434318","https://openalex.org/W3001584168","https://openalex.org/W3012573144","https://openalex.org/W3013561250","https://openalex.org/W3035211844","https://openalex.org/W3035453691","https://openalex.org/W3035511673","https://openalex.org/W3041551881","https://openalex.org/W3108235634","https://openalex.org/W3108519869","https://openalex.org/W3121552860","https://openalex.org/W3127571973","https://openalex.org/W3138286640","https://openalex.org/W3139921887","https://openalex.org/W3167536469","https://openalex.org/W3168663926","https://openalex.org/W3214586131","https://openalex.org/W4205757850","https://openalex.org/W4206437316","https://openalex.org/W4214759957","https://openalex.org/W4226385715","https://openalex.org/W4281771764","https://openalex.org/W4283749324","https://openalex.org/W4312323989","https://openalex.org/W4312651496","https://openalex.org/W4312751983","https://openalex.org/W4312805142","https://openalex.org/W4313156423","https://openalex.org/W4319300771","https://openalex.org/W4320036892","https://openalex.org/W4367663071","https://openalex.org/W4377231617","https://openalex.org/W4384787218","https://openalex.org/W4386065544","https://openalex.org/W4386066081","https://openalex.org/W4386066459","https://openalex.org/W4389352523","https://openalex.org/W4390660027","https://openalex.org/W4390788360","https://openalex.org/W4390871892","https://openalex.org/W4391216139","https://openalex.org/W4392154195","https://openalex.org/W6685670348","https://openalex.org/W6757817989","https://openalex.org/W6801512601","https://openalex.org/W6857279128"],"related_works":["https://openalex.org/W3127020362","https://openalex.org/W3001971600","https://openalex.org/W1534189594","https://openalex.org/W642387727","https://openalex.org/W1917598433","https://openalex.org/W2371910819","https://openalex.org/W1983259426","https://openalex.org/W1973634111","https://openalex.org/W2901336532","https://openalex.org/W2575184712"],"abstract_inverted_index":{"Recently,":[0],"transformer-based":[1,43],"trackers":[2],"have":[3],"brought":[4],"overwhelming":[5],"advantages":[6],"in":[7,13,71],"general":[8],"video.":[9],"However,":[10],"their":[11],"performance":[12,155],"satellite":[14,30,47,72],"video":[15,48],"has":[16],"been":[17],"hindered":[18],"by":[19],"insufficient":[20],"satellite-specific":[21],"training":[22,142],"and":[23,32,54,65,86,92,98,106,116,120,134,170,180],"a":[24,41,79,131,140,171],"lack":[25],"of":[26,168,174,178],"designs":[27],"tailored":[28],"to":[29,67,129],"targets":[31],"scene":[33],"characteristics.":[34],"To":[35],"tackle":[36],"these":[37],"challenges,":[38],"we":[39,136],"propose":[40],"novel":[42],"tracking":[44,70,126],"framework":[45],"for":[46,82,144],"object":[49],"tracking:":[50],"Transformer":[51],"Matching,":[52],"Propagation,":[53],"Prediction":[55,107],"(TransMPP).":[56],"TransMPP":[57,151],"combines":[58],"three":[59],"stages:":[60],"static":[61],"matching,":[62],"dynamic":[63],"propagation,":[64],"prediction,":[66,123],"ensure":[68,130],"accurate":[69],"videos.":[73],"Specifically,":[74],"the":[75,104,145,157,164],"Matching":[76],"model":[77],"uses":[78],"one-stream":[80],"pipeline":[81],"simultaneous":[83],"feature":[84,118],"extraction":[85],"relationship":[87],"modeling":[88,111],"across":[89],"extensive":[90],"search":[91],"template":[93],"areas,":[94],"thereby":[95],"improving":[96],"foreground":[97],"background":[99],"discrimination":[100],"capabilities.":[101],"In":[102],"addition,":[103],"Propagation":[105],"models":[108],"enhance":[109],"temporal":[110],"capabilities":[112],"through":[113],"local":[114],"long-term":[115],"short-term":[117],"propagation":[119],"global":[121],"sequence":[122],"respectively,":[124],"boosting":[125],"robustness.":[127],"Moreover,":[128],"fair":[132],"comparison":[133],"evaluation,":[135],"also":[137],"developed":[138],"SatSOT-train,":[139],"large-scale":[141],"dataset":[143],"SatSOT":[146,158],"benchmark.":[147],"After":[148],"comprehensive":[149],"training,":[150],"demonstrates":[152],"state-of-the-art":[153],"(SOTA)":[154],"on":[156],"dataset,":[159],"achieving":[160],"an":[161],"area":[162],"under":[163],"curve":[165],"(AUC)":[166],"score":[167,173],"59.9%":[169],"precision":[172],"71.5%,":[175],"bringing":[176],"improvements":[177],"6.3%":[179],"5.3%,":[181],"respectively.":[182],"The":[183],"code":[184],"will":[185],"be":[186],"available":[187],"at":[188],"<uri":[189],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[190],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/DonDominic/TransMPP</uri>.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}