{"id":"https://openalex.org/W4405718049","doi":"https://doi.org/10.1109/tgrs.2024.3521035","title":"Transformer-Based Cross-Domain Few-Shot Learning for Hyperspectral Target Detection","display_name":"Transformer-Based Cross-Domain Few-Shot Learning for Hyperspectral Target Detection","publication_year":2024,"publication_date":"2024-12-23","ids":{"openalex":"https://openalex.org/W4405718049","doi":"https://doi.org/10.1109/tgrs.2024.3521035"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3521035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3521035","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/A5072245508","display_name":"Shou Feng","orcid":"https://orcid.org/0000-0002-7308-9590"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shou Feng","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7308-9590","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107938137","display_name":"Xueqing Wang","orcid":"https://orcid.org/0009-0001-3854-9715"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueqing Wang","raw_affiliation_strings":["College of Information and Communication Engineering and the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, Harbin Engineering University, Harbin, China","College of Information and Comminication Engineering, Harbin Engineering University, China"],"raw_orcid":"https://orcid.org/0009-0001-3854-9715","affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering and the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]},{"raw_affiliation_string":"College of Information and Comminication Engineering, Harbin Engineering University, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043145369","display_name":"Rui Feng","orcid":"https://orcid.org/0009-0002-7723-668X"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Feng","raw_affiliation_strings":["College of Information and Communication Engineering and the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, Harbin Engineering University, Harbin, China","College of Information and Comminication Engineering, Harbin Engineering University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering and the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]},{"raw_affiliation_string":"College of Information and Comminication Engineering, Harbin Engineering University, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033291716","display_name":"Fengchao Xiong","orcid":"https://orcid.org/0000-0002-9753-4919"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengchao Xiong","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-9753-4919","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101771199","display_name":"Chunhui Zhao","orcid":"https://orcid.org/0000-0001-6756-4394"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhui Zhao","raw_affiliation_strings":["College of Information and Communication Engineering and the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, Harbin Engineering University, Harbin, China","College of Information and Comminication Engineering, Harbin Engineering University, China"],"raw_orcid":"https://orcid.org/0000-0001-6756-4394","affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering and the Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]},{"raw_affiliation_string":"College of Information and Comminication Engineering, Harbin Engineering University, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100317994","display_name":"Wei Li","orcid":"https://orcid.org/0000-0001-7015-7335"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7015-7335","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067803447","display_name":"Ran Tao","orcid":"https://orcid.org/0000-0002-5243-7189"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Tao","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5243-7189","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.942,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.9465633,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.932200014591217,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9251000285148621,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8518562316894531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5386236906051636},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5265764594078064},{"id":"https://openalex.org/keywords/one-shot","display_name":"One shot","score":0.5244736671447754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4853860139846802},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4734846353530884},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.46851634979248047},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3626102805137634},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18524056673049927},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11521655321121216},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.08755534887313843},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08050939440727234}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8518562316894531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5386236906051636},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5265764594078064},{"id":"https://openalex.org/C2992734406","wikidata":"https://www.wikidata.org/wiki/Q413267","display_name":"One shot","level":2,"score":0.5244736671447754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4853860139846802},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4734846353530884},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.46851634979248047},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3626102805137634},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18524056673049927},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11521655321121216},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.08755534887313843},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08050939440727234},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3521035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3521035","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/G1942827478","display_name":null,"funder_award_id":"3072024LJ0804","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2117532793","display_name":null,"funder_award_id":"ISN25-05","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2823617068","display_name":null,"funder_award_id":"62371153","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4678458847","display_name":null,"funder_award_id":"62471155","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G60214945","display_name":null,"funder_award_id":"2023M740265","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W625476304","https://openalex.org/W1899348529","https://openalex.org/W1973176871","https://openalex.org/W2010319424","https://openalex.org/W2017014096","https://openalex.org/W2047870694","https://openalex.org/W2117741752","https://openalex.org/W2164535280","https://openalex.org/W2288752886","https://openalex.org/W2772028350","https://openalex.org/W2948763898","https://openalex.org/W3012405452","https://openalex.org/W3021150190","https://openalex.org/W3037306899","https://openalex.org/W3075397214","https://openalex.org/W3087883793","https://openalex.org/W3096751897","https://openalex.org/W3097141235","https://openalex.org/W3126418353","https://openalex.org/W3131937156","https://openalex.org/W3156696558","https://openalex.org/W3180244179","https://openalex.org/W3201461236","https://openalex.org/W4206276248","https://openalex.org/W4226038296","https://openalex.org/W4226239104","https://openalex.org/W4281749953","https://openalex.org/W4289824313","https://openalex.org/W4295015045","https://openalex.org/W4296558668","https://openalex.org/W4296569537","https://openalex.org/W4307303280","https://openalex.org/W4307502605","https://openalex.org/W4312347152","https://openalex.org/W4312513332","https://openalex.org/W4312796128","https://openalex.org/W4312882064","https://openalex.org/W4321484053","https://openalex.org/W4323644316","https://openalex.org/W4327663519","https://openalex.org/W4364302358","https://openalex.org/W4379984544","https://openalex.org/W4381617366","https://openalex.org/W4382203304","https://openalex.org/W4382930467","https://openalex.org/W4385627047","https://openalex.org/W4387129560","https://openalex.org/W4390187486","https://openalex.org/W4390956162","https://openalex.org/W4393906060","https://openalex.org/W4394002435","https://openalex.org/W4400351130","https://openalex.org/W4402667899","https://openalex.org/W6801682309"],"related_works":["https://openalex.org/W2385371209","https://openalex.org/W4250051149","https://openalex.org/W2083270190","https://openalex.org/W2497720472","https://openalex.org/W4292659306","https://openalex.org/W3044321615","https://openalex.org/W2806221744","https://openalex.org/W2326937258","https://openalex.org/W394267150","https://openalex.org/W2773965352"],"abstract_inverted_index":{"Deep":[0],"learning-based":[1,30],"methods":[2,31],"have":[3],"made":[4],"significant":[5],"progress":[6],"in":[7,63,120,177,193],"hyperspectral":[8],"target":[9,14,27,71,98,182],"detection":[10,183],"(HTD).":[11],"Unfortunately,":[12],"limited":[13],"prior":[15],"information":[16,128,152,200],"and":[17,69,85,101,106,132,154,188,202],"imbalance":[18,102],"class":[19],"resulting":[20],"from":[21],"the":[22,37,52,65,70,76,83,91,95,115,130,169,181,210,221],"low":[23],"occurrence":[24],"probability":[25],"of":[26,82,97,117,129,158],"leaves":[28],"deep":[29],"to":[32,59,78,93,113,134,139,208],"confront":[33],"bottlenecks.":[34],"To":[35],"ameliorate":[36],"abovementioned":[38],"issues,":[39],"a":[40,194],"Transformer-based":[41],"cross-domain":[42,55,121,186],"few-shot":[43,56],"learning":[44,57],"(TCFSL)":[45],"method":[46],"is":[47,111],"proposed":[48],"for":[49,90],"HTD.":[50],"First,":[51],"TCFSL":[53,77,222],"leverages":[54],"(FSL)":[58],"establish":[60],"FSL":[61,175,187],"tasks":[62,176],"both":[64],"source":[66],"domain":[67,72,108,118,141,156],"(SD)":[68],"(TD).":[73],"This":[74],"allows":[75],"learn":[79,135],"transferable":[80],"knowledge":[81],"SD":[84,131],"distinguishable":[86],"feature":[87],"embedding":[88],"model":[89],"TD,":[92],"address":[94],"problems":[96],"priori":[99],"lacking":[100],"class.":[103],"Second,":[104],"feature-level":[105,124],"distribution-level":[107,144,151,170],"adaptation":[109],"(DA)":[110],"used":[112],"tackle":[114],"problem":[116],"shift":[119],"FSL.":[122],"The":[123,143],"DA":[125,145,171,189],"extracts":[126],"intradomain":[127],"TD":[133],"their":[136],"common":[137],"features":[138],"alleviate":[140],"shift.":[142],"based":[146],"on":[147,215],"cross-Transformer":[148],"present":[149],"interdomain":[150],"aggregation":[153],"captures":[155],"similarities":[157,164],"two":[159,166],"data":[160,167],"domains.":[161],"By":[162],"pursuing":[163],"between":[165,205],"domains,":[168],"block":[172],"prompts":[173],"specific":[174],"each":[178],"domain,":[179],"facilitating":[180],"task.":[184],"Finally,":[185],"blocks":[190,207],"are":[191],"trained":[192],"unitary":[195],"manner,":[196],"which":[197],"facilitates":[198],"real-time":[199],"interaction":[201],"parameter":[203],"adjustment":[204],"different":[206],"achieve":[209],"optimal":[211],"model.":[212],"Experiments":[213],"conducted":[214],"six":[216],"HSI":[217],"datasets":[218],"indicate":[219],"that":[220],"outperforms":[223],"12":[224],"compared":[225],"methods.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":20}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
