{"id":"https://openalex.org/W4416011358","doi":"https://doi.org/10.1109/tgrs.2025.3630597","title":"AnyTSR++: Prompt-Oriented Any-Scale Thermal Super-Resolution for Unmanned Aerial Vehicle","display_name":"AnyTSR++: Prompt-Oriented Any-Scale Thermal Super-Resolution for Unmanned Aerial Vehicle","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416011358","doi":"https://doi.org/10.1109/tgrs.2025.3630597"},"language":null,"primary_location":{"id":"doi:10.1109/tgrs.2025.3630597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3630597","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/A5053019963","display_name":"Mengyuan Li","orcid":"https://orcid.org/0009-0004-1841-2457"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyuan Li","raw_affiliation_strings":["School of Mechanical Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0004-1841-2457","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105268108","display_name":"Changhong Fu","orcid":"https://orcid.org/0000-0002-9897-6022"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhong Fu","raw_affiliation_strings":["School of Mechanical Engineering and Shanghai Key Laboratory of Wearable Robotics and Human-Machine Interaction, Tongji University, Shanghai, China","School of Mechanical Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-9897-6022","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Shanghai Key Laboratory of Wearable Robotics and Human-Machine Interaction, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ziyu Lu","orcid":"https://orcid.org/0009-0006-7428-7026"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyu Lu","raw_affiliation_strings":["School of Mechanical Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0006-7428-7026","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016609179","display_name":"Zijie Zhang","orcid":"https://orcid.org/0009-0005-4410-5925"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijie Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0005-4410-5925","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064430477","display_name":"Haobo Zuo","orcid":"https://orcid.org/0000-0002-1092-9716"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haobo Zuo","raw_affiliation_strings":["Department of Computer Science, The University of Hong Kong, Hong Kong, China","Department of Computer Science, University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-1092-9716","affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Computer Science, University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":null,"display_name":"Liangliang Yao","orcid":"https://orcid.org/0000-0003-4162-3231"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangliang Yao","raw_affiliation_strings":["School of Mechanical Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4162-3231","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"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":0.39869848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.15440000593662262,"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"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.15440000593662262,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.07840000092983246,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.07639999687671661,"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/offset","display_name":"Offset (computer science)","score":0.5735999941825867},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5419999957084656},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5248000025749207},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.5198000073432922},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.482699990272522},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4449000060558319},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41839998960494995},{"id":"https://openalex.org/keywords/photogrammetry","display_name":"Photogrammetry","score":0.33169999718666077},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.32760000228881836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7480999827384949},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6121000051498413},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5907999873161316},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.5735999941825867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5511000156402588},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5419999957084656},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5248000025749207},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.5198000073432922},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.482699990272522},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4449000060558319},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41839998960494995},{"id":"https://openalex.org/C117455697","wikidata":"https://www.wikidata.org/wiki/Q190149","display_name":"Photogrammetry","level":2,"score":0.33169999718666077},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.32760000228881836},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.2971999943256378},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.2953000068664551},{"id":"https://openalex.org/C176262533","wikidata":"https://www.wikidata.org/wiki/Q4688034","display_name":"Aerial survey","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C2987819851","wikidata":"https://www.wikidata.org/wiki/Q191839","display_name":"Aerial imagery","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.26489999890327454},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.26170000433921814},{"id":"https://openalex.org/C2984335091","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Thermal infrared","level":3,"score":0.2615000009536743},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.25929999351501465}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3630597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3630597","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/G2655980220","display_name":null,"funder_award_id":"U24B20161","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G468934012","display_name":null,"funder_award_id":"62173249","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8500223103","display_name":null,"funder_award_id":"20ZR1460100","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"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":47,"referenced_works":["https://openalex.org/W1872406745","https://openalex.org/W1885185971","https://openalex.org/W1976303724","https://openalex.org/W2064076387","https://openalex.org/W2064451467","https://openalex.org/W2107699930","https://openalex.org/W2214802144","https://openalex.org/W2242218935","https://openalex.org/W2476548250","https://openalex.org/W2503339013","https://openalex.org/W2560923441","https://openalex.org/W2747898905","https://openalex.org/W2963031226","https://openalex.org/W2963372104","https://openalex.org/W2964101377","https://openalex.org/W3138516171","https://openalex.org/W3174865552","https://openalex.org/W3180096781","https://openalex.org/W3186210113","https://openalex.org/W3207918547","https://openalex.org/W3214047808","https://openalex.org/W3215835382","https://openalex.org/W4206244656","https://openalex.org/W4292787304","https://openalex.org/W4312798861","https://openalex.org/W4313590935","https://openalex.org/W4319300019","https://openalex.org/W4385245566","https://openalex.org/W4386047784","https://openalex.org/W4386065378","https://openalex.org/W4386065725","https://openalex.org/W4386076246","https://openalex.org/W4386076460","https://openalex.org/W4389474277","https://openalex.org/W4390872521","https://openalex.org/W4393034826","https://openalex.org/W4400275900","https://openalex.org/W4400877928","https://openalex.org/W4402592914","https://openalex.org/W4402628693","https://openalex.org/W4402830369","https://openalex.org/W4402904018","https://openalex.org/W4402952320","https://openalex.org/W4403022803","https://openalex.org/W4403390859","https://openalex.org/W4408235503","https://openalex.org/W4409327167"],"related_works":[],"abstract_inverted_index":{"Thermal":[0],"imaging":[1],"significantly":[2,94],"augments":[3],"the":[4,19,65,91,142,146,175],"operational":[5],"capabilities":[6],"of":[7,22],"intelligent":[8],"unmanned":[9],"aerial":[10],"vehicles":[11],"(UAVs)":[12],"in":[13,86],"complex":[14],"environments.":[15],"However,":[16],"due":[17],"to":[18,50,67,72,77,121,173,177],"limited":[20],"resolution":[21,92],"onboard":[23],"thermal":[24,26,106,179],"sensors,":[25],"images":[27,163,200],"captured":[28],"by":[29,140],"UAV":[30],"suffer":[31],"from":[32],"insufficient":[33],"detail":[34],"and":[35,129,145,153,167,194,204,211],"blurred":[36],"object":[37],"boundaries,":[38],"thereby":[39],"limiting":[40],"their":[41],"practicality.":[42],"Although":[43],"super-resolution":[44],"(SR)":[45],"provides":[46],"a":[47,102,115,157],"promising":[48],"solution":[49],"this":[51],"issue,":[52],"existing":[53],"any-scale":[54,105,124,136],"SR":[55,79,107,180],"methods":[56,190],"adopt":[57],"identical":[58],"feature":[59,131,148],"representations":[60],"across":[61,191],"all":[62],"scales,":[63],"lacking":[64],"ability":[66],"adaptively":[68],"adjust":[69],"features":[70],"according":[71],"varying":[73],"scale":[74,88],"requirements,":[75],"leading":[76],"suboptimal":[78],"results.":[80],"This":[81],"issue":[82],"becomes":[83],"more":[84,127,205],"pronounced":[85],"asymmetric":[87,195],"SR,":[89],"where":[90],"differs":[93],"along":[95],"different":[96],"directions.":[97],"To":[98],"address":[99],"these":[100],"limitations,":[101],"novel":[103,158],"prompt-oriented":[104],"method":[108],"(AnyTSR++)":[109],"is":[110,119,138,171],"proposed":[111],"for":[112],"UAV.":[113],"Specifically,":[114],"new":[116,212],"image":[117],"encoder":[118],"introduced":[120],"explicitly":[122],"assign":[123],"prompt,":[125],"enabling":[126],"precise":[128],"adaptive":[130],"representation.":[132],"Furthermore,":[133],"an":[134],"innovative":[135],"upsampler":[137],"designed":[139],"refining":[141],"coordinate":[143],"offset":[144],"local":[147],"ensemble,":[149],"enhancing":[150],"spatial":[151],"awareness":[152],"reducing":[154],"artifacts.":[155],"Additionally,":[156],"dataset":[159,213],"(UAV-TSR++)":[160],"comprising":[161],"24,000":[162],"covering":[164],"both":[165,192],"land":[166],"water":[168],"surface":[169],"scenes":[170],"constructed":[172],"facilitate":[174],"community":[176],"conduct":[178],"research.":[181],"Experimental":[182],"results":[183],"demonstrate":[184],"that":[185],"AnyTSR++":[186],"consistently":[187],"outperforms":[188],"state-of-the-art":[189],"symmetric":[193],"scaling":[196],"factors,":[197],"producing":[198],"higher-resolution":[199],"with":[201],"greater":[202],"accuracy":[203],"fine-grained":[206],"details.":[207],"The":[208],"source":[209],"code":[210],"are":[214],"located":[215],"at":[216],"https://github.com/vision4robotics/AnyTSR++.":[217]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-07T00:00:00"}
