{"id":"https://openalex.org/W4402968206","doi":"https://doi.org/10.1109/tgrs.2024.3470526","title":"A Lightweight Framework With Knowledge Distillation for Zero-Shot Mars Scene Classification","display_name":"A Lightweight Framework With Knowledge Distillation for Zero-Shot Mars Scene Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402968206","doi":"https://doi.org/10.1109/tgrs.2024.3470526"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3470526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3470526","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/A5102292272","display_name":"Xiaomeng Tan","orcid":"https://orcid.org/0000-0001-6530-4804"},"institutions":[{"id":"https://openalex.org/I4210115570","display_name":"National Space Science Center","ror":"https://ror.org/02nnjtm50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210115570"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaomeng Tan","raw_affiliation_strings":["Key Laboratory of Electronics and Information Technology for Space Systems, National Space Science Center, and the National Space Science Data Center, Chinese Academy of Sciences, Beijing, China","National Space Science Center, Key Laboratory of Electronics and Information Technology for Space Systems, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronics and Information Technology for Space Systems, National Space Science Center, and the National Space Science Data Center, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210115570"]},{"raw_affiliation_string":"National Space Science Center, Key Laboratory of Electronics and Information Technology for Space Systems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210115570","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006601447","display_name":"Bobo Xi","orcid":"https://orcid.org/0000-0002-0309-1556"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bobo Xi","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi’an, China","School of Telecommunications Engineering, State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecommunications Engineering, State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101145845","display_name":"Haitao Xu","orcid":"https://orcid.org/0009-0004-0143-4246"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210115570","display_name":"National Space Science Center","ror":"https://ror.org/02nnjtm50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210115570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haitao Xu","raw_affiliation_strings":["Key Laboratory of Electronics and Information Technology for Space Systems, National Space Science Center, Chinese Academy of Sciences, Beijing, China","National Space Science Center, Key Laboratory of Electronics and Information Technology for Space Systems, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronics and Information Technology for Space Systems, National Space Science Center, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210115570","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Space Science Center, Key Laboratory of Electronics and Information Technology for Space Systems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210115570","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100734649","display_name":"Jiaojiao Li","orcid":"https://orcid.org/0000-0002-0470-9469"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaojiao Li","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi’an, China","School of Telecommunications Engineering, State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecommunications Engineering, State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067798266","display_name":"Yunsong Li","orcid":"https://orcid.org/0000-0002-0640-4060"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunsong Li","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi’an, China","School of Telecommunications Engineering, State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecommunications Engineering, State Key Laboratory of Integrated Service Networks, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003072568","display_name":"Changbin Xue","orcid":"https://orcid.org/0000-0003-1834-7849"},"institutions":[{"id":"https://openalex.org/I4210115570","display_name":"National Space Science Center","ror":"https://ror.org/02nnjtm50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210115570"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changbin Xue","raw_affiliation_strings":["Key Laboratory of Electronics and Information Technology for Space Systems, National Space Science Center, Chinese Academy of Sciences, Beijing, China","National Space Science Center, Key Laboratory of Electronics and Information Technology for Space Systems, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronics and Information Technology for Space Systems, National Space Science Center, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210115570","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Space Science Center, Key Laboratory of Electronics and Information Technology for Space Systems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210115570","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106124934","display_name":"Jocelyn Chanussot","orcid":"https://orcid.org/0000-0003-4817-2875"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jocelyn Chanussot","raw_affiliation_strings":["Université Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, Grenoble, France","CNRS, Grenoble INP, LJK, Univ. Grenoble Alpes, Inria, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Université Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, Grenoble, France","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I1294671590","https://openalex.org/I4210149092","https://openalex.org/I106785703"]},{"raw_affiliation_string":"CNRS, Grenoble INP, LJK, Univ. Grenoble Alpes, Inria, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I899635006","https://openalex.org/I4210149092","https://openalex.org/I4210101348","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102292272"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210115570"],"apc_list":null,"apc_paid":null,"fwci":1.0987,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78531569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"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/T10406","display_name":"Planetary Science and Exploration","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10406","display_name":"Planetary Science and Exploration","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9509000182151794,"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/mars-exploration-program","display_name":"Mars Exploration Program","score":0.7818405628204346},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6201474666595459},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6129137277603149},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.5905047655105591},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.5607370734214783},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.48952946066856384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43883922696113586},{"id":"https://openalex.org/keywords/astrobiology","display_name":"Astrobiology","score":0.3760668933391571},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37186098098754883},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2414640486240387},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15196046233177185},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11890903115272522}],"concepts":[{"id":"https://openalex.org/C83260615","wikidata":"https://www.wikidata.org/wiki/Q6773121","display_name":"Mars Exploration Program","level":2,"score":0.7818405628204346},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6201474666595459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6129137277603149},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.5905047655105591},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.5607370734214783},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.48952946066856384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43883922696113586},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.3760668933391571},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37186098098754883},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2414640486240387},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15196046233177185},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11890903115272522},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/tgrs.2024.3470526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3470526","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W652269744","https://openalex.org/W1821462560","https://openalex.org/W2109317801","https://openalex.org/W2334493732","https://openalex.org/W2398118205","https://openalex.org/W2512020082","https://openalex.org/W2552383788","https://openalex.org/W2793950911","https://openalex.org/W2794993338","https://openalex.org/W2806253398","https://openalex.org/W3006631416","https://openalex.org/W3108835732","https://openalex.org/W3128041324","https://openalex.org/W3143107425","https://openalex.org/W3147507998","https://openalex.org/W3162086651","https://openalex.org/W3183430956","https://openalex.org/W3195188467","https://openalex.org/W4281643269","https://openalex.org/W4281737732","https://openalex.org/W4282958666","https://openalex.org/W4285278903","https://openalex.org/W4285294301","https://openalex.org/W4296107209","https://openalex.org/W4304091961","https://openalex.org/W4310535571","https://openalex.org/W4312626766","https://openalex.org/W4312791158","https://openalex.org/W4361802383","https://openalex.org/W4362681541","https://openalex.org/W4382240040","https://openalex.org/W4382466082","https://openalex.org/W4386025649","https://openalex.org/W4387250455","https://openalex.org/W4387829142","https://openalex.org/W4389104749","https://openalex.org/W4389334361","https://openalex.org/W4389352355","https://openalex.org/W4389879565","https://openalex.org/W4390405207","https://openalex.org/W4390488574","https://openalex.org/W4390489133","https://openalex.org/W4391074489","https://openalex.org/W4391594089","https://openalex.org/W4399666290","https://openalex.org/W4400188498"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W3139034309","https://openalex.org/W1545817325","https://openalex.org/W1520489124","https://openalex.org/W3015786634","https://openalex.org/W2999762813","https://openalex.org/W3085248812","https://openalex.org/W2276798502","https://openalex.org/W774754512","https://openalex.org/W2995460269"],"abstract_inverted_index":{"Gathering":[0],"extensive":[1],"labeled":[2,38,53],"data":[3],"during":[4],"Mars":[5,27,78],"missions":[6],"is":[7,92,163],"costly":[8],"and":[9,15,21,61,213],"unrealistic,":[10],"especially":[11],"considering":[12],"the":[13,51,57,101,109,140,143,150,155,159,174,177,183,205],"complex":[14,125],"unpredictable":[16],"Martian":[17,97],"environment":[18],"where":[19],"new":[20],"unfamiliar":[22],"scenes":[23,99],"may":[24],"emerge.":[25],"Traditional":[26],"scene":[28,48],"classification":[29,152],"(MSC)":[30],"methods":[31],"depend":[32],"heavily":[33],"on":[34,167],"large":[35],"amounts":[36],"of":[37,64,104,142,154,176],"data,":[39],"which":[40,91],"makes":[41],"it":[42],"impractical":[43],"to":[44,94,123,181,192],"recognize":[45],"previously":[46],"unseen":[47,96],"classes":[49],"without":[50,100],"necessary":[52],"examples.":[54,107],"In":[55],"addition,":[56],"significant":[58],"computational":[59,211],"demands":[60],"parameter":[62],"requirements":[63,175],"modern":[65],"models":[66],"also":[67],"pose":[68],"challenges":[69],"for":[70,165],"their":[71],"integration":[72],"into":[73],"resource-constrained":[74],"systems":[75],"used":[76],"in":[77,204],"exploration.":[79],"To":[80],"address":[81],"these":[82],"issues,":[83],"we":[84,186],"propose":[85],"a":[86,132,188],"zero-shot":[87,126,151],"MSC":[88],"(ZSMSC)":[89],"framework,":[90],"able":[93],"categorize":[95],"image":[98],"prior":[102],"acquisition":[103],"vast":[105],"visual":[106],"Specifically,":[108],"framework":[110],"combines":[111],"lightweight":[112,160],"model":[113,145,162,202],"design":[114],"with":[115,169],"knowledge":[116,138],"distillation":[117],"(KD)":[118],"techniques,":[119],"known":[120],"as":[121],"KDMSC,":[122],"streamline":[124],"learning":[127],"(ZSL)":[128],"models.":[129],"It":[130],"employs":[131],"KD":[133],"loss":[134],"that":[135,200],"captures":[136],"essential":[137],"through":[139],"training":[141],"teacher":[144],"from":[146],"scratch,":[147],"thereby":[148],"improving":[149],"performance":[153],"student":[156,161],"model.":[157],"Consequently,":[158],"tailored":[164],"deployment":[166],"devices":[168],"limited":[170],"resources":[171],"while":[172,208],"fulfilling":[173],"ZSMSC":[178,184,206],"tasks.":[179],"Moreover,":[180],"support":[182],"initiative,":[185],"developed":[187],"dataset":[189],"named":[190],"ZSMars":[191],"further":[193],"advance":[194],"this":[195],"field.":[196],"Experimental":[197],"results":[198],"indicate":[199],"our":[201],"excels":[203],"tasks":[207],"maintaining":[209],"low":[210],"complexity":[212],"storage":[214],"requirements.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}