{"id":"https://openalex.org/W4291653231","doi":"https://doi.org/10.1109/jstars.2022.3198557","title":"T$^{3}$SR: Texture Transfer Transformer for Remote Sensing Image Superresolution","display_name":"T$^{3}$SR: Texture Transfer Transformer for Remote Sensing Image Superresolution","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4291653231","doi":"https://doi.org/10.1109/jstars.2022.3198557"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2022.3198557","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3198557","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/jstars.2022.3198557","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022061301","display_name":"Durong Cai","orcid":"https://orcid.org/0000-0001-8661-3112"},"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":true,"raw_author_name":"Durong Cai","raw_affiliation_strings":["School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100779162","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0001-5267-0936"},"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":"Peng Zhang","raw_affiliation_strings":["School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022061301"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.4276,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.82796172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"15","issue":null,"first_page":"7346","last_page":"7358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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/T11105","display_name":"Advanced Image Processing Techniques","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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9983999729156494,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9905999898910522,"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/superresolution","display_name":"Superresolution","score":0.5496096611022949},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.520125687122345},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.49017152190208435},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47595617175102234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.475040465593338},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.445912629365921},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35656505823135376},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3392818570137024},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3360428810119629},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27455341815948486}],"concepts":[{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.5496096611022949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.520125687122345},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.49017152190208435},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47595617175102234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.475040465593338},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.445912629365921},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35656505823135376},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3392818570137024},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3360428810119629},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27455341815948486},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2022.3198557","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3198557","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6535636ae7bc4cb5a63dca07dbee9f85","is_oa":true,"landing_page_url":"https://doaj.org/article/6535636ae7bc4cb5a63dca07dbee9f85","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 7346-7358 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2022.3198557","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3198557","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W7682646","https://openalex.org/W54257720","https://openalex.org/W1973788353","https://openalex.org/W2194775991","https://openalex.org/W2242218935","https://openalex.org/W2515866431","https://openalex.org/W2621121458","https://openalex.org/W2765811365","https://openalex.org/W2866634454","https://openalex.org/W2883996939","https://openalex.org/W2895598217","https://openalex.org/W2919046835","https://openalex.org/W2927933146","https://openalex.org/W2954930822","https://openalex.org/W2955058313","https://openalex.org/W2962086593","https://openalex.org/W2963091558","https://openalex.org/W2963372104","https://openalex.org/W2963610452","https://openalex.org/W2963729050","https://openalex.org/W2964101377","https://openalex.org/W2964951804","https://openalex.org/W2976372274","https://openalex.org/W2984816542","https://openalex.org/W2988916019","https://openalex.org/W3011688396","https://openalex.org/W3033835243","https://openalex.org/W3035022492","https://openalex.org/W3046108465","https://openalex.org/W3094502228","https://openalex.org/W3096609285","https://openalex.org/W3105577662","https://openalex.org/W3129538137","https://openalex.org/W3130107790","https://openalex.org/W3138516171","https://openalex.org/W3170841864","https://openalex.org/W3171125843","https://openalex.org/W3172345956","https://openalex.org/W3176447417","https://openalex.org/W3176997885","https://openalex.org/W3179869055","https://openalex.org/W3204538018","https://openalex.org/W3207918547","https://openalex.org/W4213303589","https://openalex.org/W4225672218","https://openalex.org/W4287330714","https://openalex.org/W4298395628","https://openalex.org/W4312812783","https://openalex.org/W4321232185","https://openalex.org/W4389666313","https://openalex.org/W6739901393","https://openalex.org/W6763367864","https://openalex.org/W6765510302","https://openalex.org/W6784333009","https://openalex.org/W6788135285","https://openalex.org/W6790749177","https://openalex.org/W6796750486"],"related_works":["https://openalex.org/W2504004674","https://openalex.org/W1595229445","https://openalex.org/W2498744856","https://openalex.org/W4390482104","https://openalex.org/W322408318","https://openalex.org/W149041114","https://openalex.org/W2963177394","https://openalex.org/W1965815883","https://openalex.org/W2008487901","https://openalex.org/W4320087175"],"abstract_inverted_index":{"Remote":[0],"sensing":[1,27,65],"image":[2,24,56,66,85,105,129,197],"superresolution":[3,25,57,67,106,130],"has":[4,251],"made":[5],"significant":[6],"progress":[7],"in":[8,49,126,231,261],"recent":[9],"years,":[10],"aiming":[11],"to":[12,116,138,145,164,181,188],"restore":[13],"natural":[14],"and":[15,36,45,112,124,218,237,258,266],"realistic":[16],"high-resolution":[17],"images":[18],"from":[19],"low-resolution":[20],"images.":[21],"However,":[22],"most":[23,94],"remote":[26,64,89],"methods":[28],"are":[29],"improved":[30,253],"only":[31],"by":[32,255],"deepening":[33],"their":[34],"network":[35,39,58],"expanding":[37],"the":[38,75,93,118,140,148,151,154,166,169,190,195,202,205,225,232,241,262],"size,":[40],"consuming":[41],"substantial":[42],"computing":[43],"resources":[44],"imposing":[46],"a":[47,127,134,159],"bottleneck":[48],"development.":[50],"Here,":[51],"we":[52,132,157,173,199],"propose":[53,158],"an":[54,215,252],"end-to-end":[55],"called":[59],"texture":[60,86,110,135,142,217],"transfer":[61,87,111,136],"transformer":[62],"for":[63],"(T":[68],"<inline-formula":[69,79,99,246],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[70,80,100,247],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[71,81,101,248],"notation=\"LaTeX\">$^{3}$</tex-math></inline-formula>":[72,82,102,249],"SR).":[73],"For":[74],"first":[76],"time,":[77],"T":[78,98,245],"SR":[83,103,250],"introduces":[84],"into":[88,107],"sensing,":[90],"which":[91],"achieves":[92],"advanced":[95],"results.":[96,223],"Specifically,":[97],"divides":[104],"two":[108],"stages:":[109],"feature":[113,161],"fusion.":[114],"First,":[115],"solve":[117],"problems":[119],"of":[120,150,235,264],"missing":[121],"textures,":[122],"artifacts,":[123],"blurring":[125],"single":[128],"approach,":[131,244],"design":[133],"module":[137],"serve":[139],"shallow":[141],"transfer.":[143],"Second,":[144],"further":[146],"reduce":[147,165],"dependence":[149,167],"model":[152],"on":[153,168,177,194],"reference":[155,170,196,206],"image,":[156],"U-Transformer-based":[160],"fusion":[162],"scheme":[163],"image.":[171,207],"Finally,":[172],"conduct":[174],"numerous":[175],"experiments":[176],"standard":[178],"public":[179],"datasets":[180,263],"fully":[182],"evaluate":[183],"our":[184,212],"approach.":[185],"In":[186],"addition":[187],"verifying":[189],"method's":[191],"superiority":[192],"based":[193],"paradigm,":[198],"also":[200,229],"test":[201],"performance":[203,254],"without":[204],"All":[208],"results":[209],"show":[210],"that":[211],"method":[213],"yields":[214],"abundant":[216],"finish":[219],"with":[220,240],"better":[221],"visual":[222],"Moreover,":[224],"best":[226,242],"score":[227],"is":[228],"obtained":[230],"quantitative":[233],"parameters":[234],"PSNR":[236],"SSIM.":[238],"Compared":[239],"available":[243],"0.79":[256],"dB":[257,260],"0.33":[259],"WHU-RS19":[265],"RSSCN7,":[267],"respectively.":[268]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}