{"id":"https://openalex.org/W4408913817","doi":"https://doi.org/10.1109/lgrs.2025.3554501","title":"SuperCLIP: Semantic Attribute-Guided Transformer With Super-Resolution and CLIP for Zero-Shot Remote Sensing Scene Classification","display_name":"SuperCLIP: Semantic Attribute-Guided Transformer With Super-Resolution and CLIP for Zero-Shot Remote Sensing Scene Classification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408913817","doi":"https://doi.org/10.1109/lgrs.2025.3554501"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2025.3554501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3554501","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/A5092631397","display_name":"Rambabu Damalla","orcid":"https://orcid.org/0009-0002-8495-8795"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Damalla Rambabu","raw_affiliation_strings":["Department of Computer Science and Engineering, IIT Hyderabad, Hyderabad, Telangana, India","Department of Computer Science &#x0026; Engineering, Indian Institute of Technology Hyderabad, Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, IIT Hyderabad, Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Department of Computer Science &#x0026; Engineering, Indian Institute of Technology Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113413906","display_name":"C. Gayathri","orcid":null},"institutions":[{"id":"https://openalex.org/I1336379959","display_name":"Mahindra Group (India)","ror":"https://ror.org/05mxsz225","country_code":"IN","type":"company","lineage":["https://openalex.org/I1336379959"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. Gayathri","raw_affiliation_strings":["Department of Computer Science and Engineering, Mahindra University, Hyderabad, India","Department of Computer Science &#x0026; Engineering, Mahindra University, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Mahindra University, Hyderabad, India","institution_ids":["https://openalex.org/I1336379959"]},{"raw_affiliation_string":"Department of Computer Science &#x0026; Engineering, Mahindra University, Hyderabad, India","institution_ids":["https://openalex.org/I1336379959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047095739","display_name":"Rajeshreddy Datla","orcid":"https://orcid.org/0000-0002-2980-9175"},"institutions":[{"id":"https://openalex.org/I3148377317","display_name":"Department of Space","ror":"https://ror.org/000kjq947","country_code":"IN","type":"government","lineage":["https://openalex.org/I3148377317"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajeshreddy Datla","raw_affiliation_strings":["Department of Space, Advanced Data Processing Research Institute (ADRIN), Secunderabad, Telangana, India","Advanced Data Processing Research Institute (ADRIN), Department of Space, Secunderabad, Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of Space, Advanced Data Processing Research Institute (ADRIN), Secunderabad, Telangana, India","institution_ids":["https://openalex.org/I3148377317"]},{"raw_affiliation_string":"Advanced Data Processing Research Institute (ADRIN), Department of Space, Secunderabad, Telangana, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103812793","display_name":"Sobhan Babu","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sobhan Babu","raw_affiliation_strings":["Department of Computer Science and Engineering, IIT Hyderabad, Hyderabad, Telangana, India","Department of Computer Science &#x0026; Engineering, Indian Institute of Technology Hyderabad, Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, IIT Hyderabad, Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Department of Computer Science &#x0026; Engineering, Indian Institute of Technology Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092631397"],"corresponding_institution_ids":["https://openalex.org/I65181880"],"apc_list":null,"apc_paid":null,"fwci":2.3383,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86097169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9509999752044678,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9455999732017517,"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":0.6548427939414978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5228036642074585},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4947962164878845},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.4683520197868347},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4589650630950928},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.44396811723709106},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.4134898781776428},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3852129578590393},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3450324535369873},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15165075659751892},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08268940448760986}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6548427939414978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5228036642074585},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4947962164878845},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.4683520197868347},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4589650630950928},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.44396811723709106},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.4134898781776428},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3852129578590393},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3450324535369873},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15165075659751892},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08268940448760986},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2025.3554501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3554501","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1980038761","https://openalex.org/W2401246392","https://openalex.org/W2515866431","https://openalex.org/W2592962403","https://openalex.org/W2596142952","https://openalex.org/W2607508964","https://openalex.org/W2767184555","https://openalex.org/W2915585235","https://openalex.org/W2963960318","https://openalex.org/W3167939936","https://openalex.org/W3200161593","https://openalex.org/W3203055845","https://openalex.org/W4200633401","https://openalex.org/W4206759674","https://openalex.org/W4224302362","https://openalex.org/W4385245566","https://openalex.org/W4385774224","https://openalex.org/W4402351278","https://openalex.org/W4405755308","https://openalex.org/W6601146891","https://openalex.org/W6757887500","https://openalex.org/W6780184713","https://openalex.org/W6781630272","https://openalex.org/W6791353385","https://openalex.org/W6855261814"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966","https://openalex.org/W2369060955"],"abstract_inverted_index":{"Zero-shot":[0],"scene":[1,17,30,72,160],"classification":[2,27,73,156],"in":[3,16],"remote":[4,70,94,166],"sensing":[5,71,95,167],"images":[6],"presents":[7],"considerable":[8],"challenges,":[9],"primarily":[10],"due":[11],"to":[12,58,75,88],"the":[13,20,26,85,100,116,134,150,155,163],"diverse":[14],"variations":[15],"content":[18],"and":[19,52,107],"inconsistent":[21],"spatial":[22],"resolutions,":[23],"which":[24],"complicate":[25],"of":[28,93,102,118,158],"unseen":[29,108,159],"categories.":[31],"We":[32,83],"propose":[33],"SuperCLIP,":[34],"a":[35,40,47,53,129],"comprehensive":[36],"framework":[37,152],"that":[38,149],"integrates":[39],"super-resolution":[41,86],"module,":[42],"contrastive":[43],"language-image":[44],"pretraining":[45],"(CLIP),":[46],"semantic":[48,64,78,130],"attribute-guided":[49],"transformer":[50],"(SAT),":[51],"visual-semantic":[54,138],"projection":[55],"network":[56],"(VSPN)":[57],"address":[59],"these":[60],"challenges.":[61],"SuperCLIP":[62,151],"leverages":[63],"attributes":[65],"from":[66],"three":[67,164],"widely":[68],"used":[69],"datasets":[74],"extract":[76],"insightful":[77],"knowledge":[79],"effectively":[80],"through":[81],"CLIP.":[82],"use":[84],"module":[87],"obtain":[89],"high-quality":[90],"visual":[91,103,120],"scenes":[92],"images.":[96],"The":[97,172],"SAT":[98],"enhances":[99],"transferability":[101],"features":[104,124],"between":[105],"seen":[106],"categories":[109,161],"by":[110],"localizing":[111],"object":[112],"attributes,":[113],"thereby":[114],"improving":[115],"learning":[117],"distinct":[119],"representations.":[121],"These":[122],"learned":[123],"are":[125],"further":[126],"mapped":[127],"into":[128],"embedding":[131],"space":[132],"using":[133],"VSPN,":[135],"enabling":[136],"stronger":[137],"interactions":[139],"for":[140],"more":[141],"accurate":[142],"classification.":[143],"Through":[144],"extensive":[145],"experiments,":[146],"we":[147],"demonstrate":[148],"significantly":[153],"improves":[154],"performance":[157],"across":[162],"benchmark":[165],"datasets,":[168],"highlighting":[169],"its":[170],"effectiveness.":[171],"code":[173],"is":[174],"available":[175],"at":[176],"<uri":[177],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[178],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/ZSL-RSI-SC/SuperCLIP</uri>.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}