{"id":"https://openalex.org/W4396667488","doi":"https://doi.org/10.3390/rs16091641","title":"MVT: Multi-Vision Transformer for Event-Based Small Target Detection","display_name":"MVT: Multi-Vision Transformer for Event-Based Small Target Detection","publication_year":2024,"publication_date":"2024-05-04","ids":{"openalex":"https://openalex.org/W4396667488","doi":"https://doi.org/10.3390/rs16091641"},"language":"en","primary_location":{"id":"doi:10.3390/rs16091641","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091641","pdf_url":"https://www.mdpi.com/2072-4292/16/9/1641/pdf?version=1714817947","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/9/1641/pdf?version=1714817947","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062998847","display_name":"Shilong Jing","orcid":"https://orcid.org/0009-0004-8958-4571"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilong Jing","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007000884","display_name":"Hengyi Lv","orcid":"https://orcid.org/0000-0003-3628-0991"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hengyi Lv","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087513337","display_name":"Yuchen Zhao","orcid":"https://orcid.org/0000-0003-4780-093X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Zhao","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101431180","display_name":"Hailong Liu","orcid":"https://orcid.org/0009-0004-9838-4598"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Liu","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100755311","display_name":"Ming Sun","orcid":"https://orcid.org/0000-0002-5948-2708"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Sun","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007000884"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.8482,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8528131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"16","issue":"9","first_page":"1641","last_page":"1641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10036","display_name":"Advanced Neural Network Applications","score":0.9908999800682068,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9787999987602234,"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/computer-science","display_name":"Computer science","score":0.8731494545936584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6190305352210999},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5299649834632874},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5263175964355469},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.4896555542945862},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4746188223361969},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3483524024486542},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.24789053201675415},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12916934490203857}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8731494545936584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6190305352210999},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5299649834632874},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5263175964355469},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.4896555542945862},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4746188223361969},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3483524024486542},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.24789053201675415},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12916934490203857},{"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16091641","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091641","pdf_url":"https://www.mdpi.com/2072-4292/16/9/1641/pdf?version=1714817947","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d81927495e914224bdbe4e3e74177a48","is_oa":true,"landing_page_url":"https://doaj.org/article/d81927495e914224bdbe4e3e74177a48","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":"Remote Sensing, Vol 16, Iss 9, p 1641 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16091641","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091641","pdf_url":"https://www.mdpi.com/2072-4292/16/9/1641/pdf?version=1714817947","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1234015437","display_name":null,"funder_award_id":"2023C031-6","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6213785919","display_name":null,"funder_award_id":"62005269","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396667488.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W206948248","https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W2102605133","https://openalex.org/W2307770531","https://openalex.org/W2565639579","https://openalex.org/W2752782242","https://openalex.org/W2884585870","https://openalex.org/W2904275768","https://openalex.org/W2909642632","https://openalex.org/W2916798096","https://openalex.org/W2921116036","https://openalex.org/W2962721361","https://openalex.org/W2962777203","https://openalex.org/W2963351448","https://openalex.org/W2964241181","https://openalex.org/W2967464567","https://openalex.org/W3034552520","https://openalex.org/W3034735326","https://openalex.org/W3036271496","https://openalex.org/W3047158728","https://openalex.org/W3116963012","https://openalex.org/W3119129845","https://openalex.org/W3138516171","https://openalex.org/W3171398643","https://openalex.org/W3172087149","https://openalex.org/W3172752666","https://openalex.org/W4283717190","https://openalex.org/W4285262444","https://openalex.org/W4312580510","https://openalex.org/W4319265540","https://openalex.org/W4361268239","https://openalex.org/W4362500629","https://openalex.org/W4362722166","https://openalex.org/W4376105995","https://openalex.org/W4385245566","https://openalex.org/W4385257519","https://openalex.org/W4385453234","https://openalex.org/W4386075690","https://openalex.org/W4386076325","https://openalex.org/W4390873425","https://openalex.org/W4393158955","https://openalex.org/W6606171110","https://openalex.org/W6739901393","https://openalex.org/W6761306150","https://openalex.org/W6840389682","https://openalex.org/W6852274518"],"related_works":["https://openalex.org/W2062399876","https://openalex.org/W2607795551","https://openalex.org/W3155117723","https://openalex.org/W1991429770","https://openalex.org/W1983892167","https://openalex.org/W4310746709","https://openalex.org/W4386075645","https://openalex.org/W4385574037","https://openalex.org/W4306309518","https://openalex.org/W4286967710"],"abstract_inverted_index":{"Object":[0,179],"detection":[1],"in":[2,9,36,77,123,127],"remote":[3,172,196,215],"sensing":[4,173,197,216],"plays":[5],"a":[6,47,231],"crucial":[7],"role":[8],"various":[10,190],"ground":[11],"identification":[12],"tasks.":[13],"However,":[14],"due":[15,165],"to":[16,29,74,81,166],"the":[17,70,89,99,102,109,158,167,177,185,206,227],"limited":[18,68],"feature":[19],"information":[20],"contained":[21],"within":[22],"small":[23,131],"targets,":[24],"which":[25,93,141,183],"are":[26],"more":[27],"susceptible":[28],"being":[30,67],"buried":[31],"by":[32,69],"complex":[33],"backgrounds,":[34],"especially":[35],"extreme":[37,191],"environments":[38],"(e.g.,":[39],"low-light,":[40],"motion-blur":[41],"scenes).":[42],"Meanwhile,":[43],"event":[44,64,170,199],"cameras":[45,65],"offer":[46],"unique":[48],"paradigm":[49],"with":[50],"high":[51],"temporal":[52],"resolution":[53],"and":[54,108,120,145,209,219,233],"wide":[55],"dynamic":[56],"range":[57],"for":[58,130,195],"object":[59,132],"detection.":[60,133],"These":[61],"advantages":[62],"enable":[63],"without":[66],"intensity":[71],"of":[72,149,161,169],"light,":[73],"perform":[75],"better":[76],"challenging":[78],"conditions":[79],"compared":[80],"traditional":[82],"cameras.":[83,200],"In":[84],"this":[85],"work,":[86],"we":[87,135,175,202],"introduce":[88],"Multi-Vision":[90],"Transformer":[91],"(MVT),":[92],"comprises":[94],"three":[95],"efficiently":[96],"designed":[97],"components:":[98],"downsampling":[100],"module,":[101,107],"Channel":[103],"Spatial":[104,111],"Attention":[105,112,139],"(CSA)":[106],"Global":[110],"(GSA)":[113],"module.":[114],"This":[115],"architecture":[116],"simultaneously":[117],"considers":[118],"short-term":[119],"long-term":[121],"dependencies":[122],"semantic":[124],"information,":[125],"resulting":[126],"improved":[128],"performance":[129],"Additionally,":[134],"propose":[136],"Cross":[137],"Deformable":[138],"(CDA),":[140],"progressively":[142],"fuses":[143],"high-level":[144],"low-level":[146],"features":[147],"instead":[148],"considering":[150],"all":[151],"scales":[152],"at":[153],"each":[154],"layer,":[155],"thereby":[156],"reducing":[157],"computational":[159],"complexity":[160],"multi-scale":[162],"features.":[163],"Nevertheless,":[164],"scarcity":[168],"camera":[171],"datasets,":[174],"provide":[176],"Event":[178],"Detection":[180],"(EOD)":[181],"dataset,":[182],"is":[184],"first":[186],"dataset":[187,208],"that":[188,226],"includes":[189],"scenarios":[192],"specifically":[193],"introduced":[194],"using":[198],"Moreover,":[201],"conducted":[203],"experiments":[204],"on":[205],"EOD":[207],"two":[210],"typical":[211],"unmanned":[212],"aerial":[213],"vehicle":[214],"datasets":[217],"(VisDrone2019":[218],"UAVDT":[220],"Dataset).":[221],"The":[222],"comprehensive":[223],"results":[224],"demonstrate":[225],"proposed":[228],"MVT-Net":[229],"achieves":[230],"promising":[232],"competitive":[234],"performance.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
