{"id":"https://openalex.org/W4412984858","doi":"https://doi.org/10.1109/lgrs.2025.3596119","title":"SiamSCT: Spatial-Channel Saliency and Temporal Fusion Network for Real-Time Aerial Tracking","display_name":"SiamSCT: Spatial-Channel Saliency and Temporal Fusion Network for Real-Time Aerial Tracking","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412984858","doi":"https://doi.org/10.1109/lgrs.2025.3596119"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2025.3596119","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3596119","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5092035010","display_name":"Bo Wang","orcid":"https://orcid.org/0009-0003-4007-0839"},"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/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["Chinese Academy of Sciences, Changchun Institute of Optics, Fine Mechanics and Physics, Changchun, China","Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0003-4007-0839","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Changchun Institute of Optics, Fine Mechanics and Physics, Changchun, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]},{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chenglong Liu","orcid":"https://orcid.org/0009-0005-6213-1131"},"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/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglong Liu","raw_affiliation_strings":["Chinese Academy of Sciences, Changchun Institute of Optics, Fine Mechanics and Physics, Changchun, China","Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0005-6213-1131","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Changchun Institute of Optics, Fine Mechanics and Physics, Changchun, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]},{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067312355","display_name":"Qiqi Chen","orcid":"https://orcid.org/0000-0002-3353-6878"},"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/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiqi Chen","raw_affiliation_strings":["Chinese Academy of Sciences, Changchun Institute of Optics, Fine Mechanics and Physics, Changchun, China","Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-3353-6878","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Changchun Institute of Optics, Fine Mechanics and Physics, Changchun, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]},{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036665976","display_name":"Jinghong Liu","orcid":"https://orcid.org/0000-0001-6017-0202"},"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/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghong Liu","raw_affiliation_strings":["Chinese Academy of Sciences, Changchun Institute of Optics, Fine Mechanics and Physics, Changchun, China","Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Changchun Institute of Optics, Fine Mechanics and Physics, Changchun, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]},{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20963745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9936000108718872,"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"}},{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.6932300329208374},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6113262176513672},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5905631184577942},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5441064834594727},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5076917409896851},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49359405040740967},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.47626540064811707},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33130142092704773},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10227581858634949}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6932300329208374},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6113262176513672},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5905631184577942},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5441064834594727},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5076917409896851},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49359405040740967},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.47626540064811707},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33130142092704773},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10227581858634949},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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":1,"locations":[{"id":"doi:10.1109/lgrs.2025.3596119","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3596119","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G8953256898","display_name":null,"funder_award_id":"61905240","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2518876086","https://openalex.org/W2604701225","https://openalex.org/W2799058067","https://openalex.org/W2886910176","https://openalex.org/W2890678738","https://openalex.org/W2891033863","https://openalex.org/W2898200825","https://openalex.org/W2962777203","https://openalex.org/W2964423614","https://openalex.org/W2987460522","https://openalex.org/W3035511673","https://openalex.org/W3108519869","https://openalex.org/W3169909246","https://openalex.org/W3173344965","https://openalex.org/W3203510176","https://openalex.org/W3207718618","https://openalex.org/W4289535600","https://openalex.org/W4312735552","https://openalex.org/W4312821902","https://openalex.org/W4362657847","https://openalex.org/W4383108846","https://openalex.org/W4386075524","https://openalex.org/W4393171373"],"related_works":["https://openalex.org/W2084086966","https://openalex.org/W2023861399","https://openalex.org/W2730915376","https://openalex.org/W2626306547","https://openalex.org/W2021396365","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W1982289787","https://openalex.org/W2152662039"],"abstract_inverted_index":{"Visual":[0],"tracking":[1,18,21,96,137,150,162],"on":[2,146,167],"unmanned":[3],"aerial":[4,20,33,78,142,149],"vehicle":[5],"(UAV)":[6],"platforms":[7],"is":[8,106],"a":[9,60,83,101,125,161],"fundamental":[10],"and":[11,48,63,76,135],"crucial":[12],"visual":[13],"task.":[14],"Compared":[15],"to":[16,27,70,88,108],"conventional":[17],"tasks,":[19],"faces":[22],"specific":[23],"challenging":[24],"scenarios":[25],"due":[26],"its":[28,172],"unique":[29],"perspective.":[30],"Although":[31],"existing":[32],"trackers":[34],"have":[35],"demonstrated":[36],"promising":[37],"performance,":[38],"they":[39],"remain":[40],"limited":[41],"in":[42,175],"capturing":[43],"spatial-channel":[44,61],"saliency":[45,62,86],"across":[46,94,113],"branches":[47,114],"effectively":[49,139],"utilizing":[50],"historical":[51,126],"information.":[52],"To":[53],"address":[54],"these":[55],"issues,":[56],"this":[57],"letter":[58],"proposes":[59],"temporal":[64],"fusion":[65,129],"network":[66],"(SiamSCT),":[67],"which":[68],"aims":[69],"enhance":[71],"feature":[72,92,111,121],"representation":[73,93],"for":[74],"efficient":[75],"accurate":[77],"tracking.":[79],"Specifically,":[80],"SiamSCT":[81,131,154,159],"introduces":[82],"weight-shared":[84],"spatial":[85,91],"block":[87],"strengthen":[89],"the":[90,95,116],"network\u2019s":[97],"branches.":[98],"In":[99],"addition,":[100],"light":[102],"channel":[103,117],"aware":[104],"module":[105],"designed":[107],"facilitate":[109],"deep":[110],"interaction":[112],"at":[115],"level,":[118],"further":[119],"enhancing":[120],"discriminability.":[122],"Finally,":[123],"using":[124],"similarity":[127],"response":[128],"strategy,":[130],"achieves":[132,160],"more":[133],"stable":[134],"reliable":[136],"responses,":[138],"tackling":[140],"complex":[141],"scenarios.":[143],"Extensive":[144],"experiments":[145],"several":[147],"authoritative":[148],"datasets":[151],"demonstrate":[152],"that":[153],"outperforms":[155],"state-of-the-art":[156],"trackers.":[157],"Furthermore,":[158],"speed":[163],"of":[164],"133":[165],"FPS":[166],"NVIDIA":[168],"RTX":[169],"3060Ti,":[170],"proving":[171],"excellent":[173],"performance":[174],"real-time.":[176]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}