{"id":"https://openalex.org/W4404788964","doi":"https://doi.org/10.1109/jstars.2024.3504549","title":"Cross Teaching-Enhanced Multispectral Remote Sensing Object Detection With Transformer","display_name":"Cross Teaching-Enhanced Multispectral Remote Sensing Object Detection With Transformer","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404788964","doi":"https://doi.org/10.1109/jstars.2024.3504549"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3504549","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3504549","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.2024.3504549","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075701243","display_name":"Jiahe Zhu","orcid":"https://orcid.org/0000-0002-4587-9237"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiahe Zhu","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007549041","display_name":"Huan Zhang","orcid":"https://orcid.org/0000-0003-0747-4375"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Zhang","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019612977","display_name":"Simin Li","orcid":"https://orcid.org/0000-0001-6355-2978"},"institutions":[{"id":"https://openalex.org/I2801345734","display_name":"China Academy of Engineering Physics","ror":"https://ror.org/039vqpp67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2801345734"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Simin Li","raw_affiliation_strings":["Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China","institution_ids":["https://openalex.org/I2801345734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030965866","display_name":"Shengjin Wang","orcid":"https://orcid.org/0000-0001-7809-1932"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengjin Wang","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075551339","display_name":"Hongbing Ma","orcid":"https://orcid.org/0000-0002-1785-4024"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbing Ma","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075701243"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.9439,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79799207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"18","issue":null,"first_page":"2401","last_page":"2413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.921999990940094,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.921999990940094,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6496291756629944},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5197458267211914},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4929790496826172},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4848371744155884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.314800500869751},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.22415462136268616},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11535641551017761},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1138795018196106},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.11205530166625977},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09369152784347534}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6496291756629944},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5197458267211914},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4929790496826172},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4848371744155884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.314800500869751},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.22415462136268616},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11535641551017761},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1138795018196106},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.11205530166625977},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09369152784347534}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3504549","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3504549","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:26b540af7ff548d2a39d8d4411e652cf","is_oa":true,"landing_page_url":"https://doaj.org/article/26b540af7ff548d2a39d8d4411e652cf","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 18, Pp 2401-2413 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3504549","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3504549","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":[{"id":"https://openalex.org/G7199817203","display_name":null,"funder_award_id":"SAST2019-048","funder_id":"https://openalex.org/F4320330207","funder_display_name":"Shanghai Aerospace Science and Technology Innovation Foundation"}],"funders":[{"id":"https://openalex.org/F4320330207","display_name":"Shanghai Aerospace Science and Technology Innovation Foundation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W2102605133","https://openalex.org/W2139709933","https://openalex.org/W2176924101","https://openalex.org/W2596278116","https://openalex.org/W2620195598","https://openalex.org/W2963037989","https://openalex.org/W2963188557","https://openalex.org/W2963351448","https://openalex.org/W2982363097","https://openalex.org/W2987131085","https://openalex.org/W3034971973","https://openalex.org/W3047955358","https://openalex.org/W3096609285","https://openalex.org/W3106808132","https://openalex.org/W3109055651","https://openalex.org/W3116967329","https://openalex.org/W3118570274","https://openalex.org/W3138516171","https://openalex.org/W3140922383","https://openalex.org/W3174389852","https://openalex.org/W3206157042","https://openalex.org/W3207919963","https://openalex.org/W4200631567","https://openalex.org/W4211114389","https://openalex.org/W4312312588","https://openalex.org/W4312335509","https://openalex.org/W4312596062","https://openalex.org/W4312838497","https://openalex.org/W4327785494","https://openalex.org/W4372260444","https://openalex.org/W4376607793","https://openalex.org/W4385245566","https://openalex.org/W4386189887","https://openalex.org/W4387801761","https://openalex.org/W4387968493","https://openalex.org/W4389319234","https://openalex.org/W4391935863","https://openalex.org/W4392523614","https://openalex.org/W4392796741","https://openalex.org/W4392939416","https://openalex.org/W4394744721","https://openalex.org/W6638523607","https://openalex.org/W6753836424","https://openalex.org/W6757817989","https://openalex.org/W6766978945","https://openalex.org/W6782247393","https://openalex.org/W6784094891","https://openalex.org/W6788870397","https://openalex.org/W6796744688","https://openalex.org/W6804794748","https://openalex.org/W6809665764","https://openalex.org/W6811230874","https://openalex.org/W6811378280"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2883677709","https://openalex.org/W4312842780"],"abstract_inverted_index":{"Remote":[0],"sensing":[1,70,85],"platforms":[2],"are":[3,43],"often":[4],"equipped":[5],"with":[6,98,120],"sensors":[7,35],"of":[8,17,40,45,49,57,68,117,123],"multiple":[9],"spectrums":[10],"to":[11],"capture":[12,36],"the":[13,22,26,37,54,64,115,121,158,178,182],"diverse":[14],"reflective":[15],"properties":[16],"ground":[18],"areas,":[19],"typically":[20],"including":[21],"visible":[23],"spectrum":[24],"and":[25,42,66,101,153,181],"near":[27],"infrared":[28,33],"(NIR)":[29],"spectrum.":[30],"Moreover,":[31],"thermal":[32],"(TIR)":[34],"radiated":[38],"heat":[39],"targets":[41],"capable":[44],"all-day":[46],"observation":[47],"regardless":[48],"illumination":[50],"conditions.":[51],"By":[52],"leveraging":[53],"complementary":[55],"features":[56,97,104],"different":[58],"spectrums,":[59],"multispectral":[60,88,96,109,154,171],"fusion":[61,112,124],"techniques":[62],"enhance":[63],"precision":[65],"robustness":[67],"remote":[69,84],"object":[71,80,106,137],"detection":[72,81,89,138],"methods.":[73],"In":[74],"this":[75],"article,":[76],"we":[77,130,145],"present":[78],"an":[79],"method":[82,150],"for":[83,105],"imagery":[86],"named":[87],"transformer":[90],"(multispectral":[91],"DETR).":[92],"The":[93,108],"model":[94],"fuses":[95],"deformable":[99,110],"attention":[100,111],"utilizes":[102],"fused":[103],"detection.":[107],"block":[113],"integrates":[114],"flexibility":[116],"dynamic":[118],"weights":[119],"principle":[122],"based":[125,140],"on":[126,141,176],"local":[127],"regions.":[128],"Then,":[129],"propose":[131],"a":[132,147],"simple":[133],"yet":[134],"effective":[135],"oriented":[136],"scheme":[139],"angle":[142],"prediction.":[143],"Finally,":[144],"introduce":[146],"novel":[148],"cross-teaching":[149],"between":[151],"single-spectral":[152],"models,":[155],"which":[156],"alleviates":[157],"spectral":[159],"interference":[160],"issue":[161],"caused":[162],"by":[163],"inconsistent":[164],"target":[165],"visibility.":[166],"Experimental":[167],"results":[168,175],"demonstrate":[169],"that":[170],"DETR":[172],"achieves":[173],"state-of-the-art":[174],"both":[177],"RGB-NIR":[179],"VEDAI":[180],"RGB-TIR":[183],"DroneVehicle":[184],"datasets.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
