{"id":"https://openalex.org/W4403390126","doi":"https://doi.org/10.1109/lsp.2024.3480831","title":"Learning Multidimensional Spatial Attention for Robust Nighttime Visual Tracking","display_name":"Learning Multidimensional Spatial Attention for Robust Nighttime Visual Tracking","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403390126","doi":"https://doi.org/10.1109/lsp.2024.3480831"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2024.3480831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3480831","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing 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":null,"display_name":"Qi Gao","orcid":"https://orcid.org/0000-0001-6467-1733"},"institutions":[{"id":"https://openalex.org/I4210144214","display_name":"Jiangsu University of Technology","ror":"https://ror.org/04jabhf80","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Gao","raw_affiliation_strings":["School of Automobile and Traffic Engineering, Jiangsu University of Technology, Changzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6467-1733","affiliations":[{"raw_affiliation_string":"School of Automobile and Traffic Engineering, Jiangsu University of Technology, Changzhou, China","institution_ids":["https://openalex.org/I4210144214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052568216","display_name":"Mingfeng Yin","orcid":"https://orcid.org/0000-0003-3208-0394"},"institutions":[{"id":"https://openalex.org/I4210144214","display_name":"Jiangsu University of Technology","ror":"https://ror.org/04jabhf80","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingfeng Yin","raw_affiliation_strings":["School of Automobile and Traffic Engineering, Jiangsu University of Technology, Changzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3208-0394","affiliations":[{"raw_affiliation_string":"School of Automobile and Traffic Engineering, Jiangsu University of Technology, Changzhou, China","institution_ids":["https://openalex.org/I4210144214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103082559","display_name":"Yuanzhi Ni","orcid":null},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanzhi Ni","raw_affiliation_strings":["Department of Automation, Jiangnan University, Wuxi, China"],"raw_orcid":"https://orcid.org/0000-0002-9698-8759","affiliations":[{"raw_affiliation_string":"Department of Automation, Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001465584","display_name":"Yuming Bo","orcid":"https://orcid.org/0000-0002-7508-5083"},"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":"Yuming Bo","raw_affiliation_strings":["School of Automation, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7508-5083","affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009150862","display_name":"Shaoyi Bei","orcid":"https://orcid.org/0000-0002-6753-3210"},"institutions":[{"id":"https://openalex.org/I4210144214","display_name":"Jiangsu University of Technology","ror":"https://ror.org/04jabhf80","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoyi Bei","raw_affiliation_strings":["School of Automobile and Traffic Engineering, Jiangsu University of Technology, Changzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automobile and Traffic Engineering, Jiangsu University of Technology, Changzhou, China","institution_ids":["https://openalex.org/I4210144214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0936,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79108204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"31","issue":null,"first_page":"2910","last_page":"2914"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9957000017166138,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9746999740600586,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9253000020980835,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.7075167894363403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5928111672401428},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5661712884902954},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.42425522208213806},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3444318175315857}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7075167894363403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5928111672401428},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5661712884902954},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.42425522208213806},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3444318175315857}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2024.3480831","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3480831","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1392189501","display_name":null,"funder_award_id":"52172367","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7203963920","display_name":null,"funder_award_id":"62103192","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2566376500","https://openalex.org/W2963534981","https://openalex.org/W3001584168","https://openalex.org/W3035453691","https://openalex.org/W3101584909","https://openalex.org/W3119456559","https://openalex.org/W3121661546","https://openalex.org/W3123853823","https://openalex.org/W3134649899","https://openalex.org/W3169909246","https://openalex.org/W3174792937","https://openalex.org/W3182700213","https://openalex.org/W3200096026","https://openalex.org/W3203510176","https://openalex.org/W4200526978","https://openalex.org/W4205469118","https://openalex.org/W4205985764","https://openalex.org/W4210525157","https://openalex.org/W4285234777","https://openalex.org/W4285259499","https://openalex.org/W4365479425","https://openalex.org/W4380980477","https://openalex.org/W4386432211","https://openalex.org/W4386562672","https://openalex.org/W4387757618","https://openalex.org/W4389925112","https://openalex.org/W4390824043","https://openalex.org/W4391759558","https://openalex.org/W4393167015","https://openalex.org/W4394793382","https://openalex.org/W4401414479","https://openalex.org/W7046367878"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0],"recent":[1],"development":[2],"of":[3,20,117,127,142,178],"advanced":[4],"trackers,":[5],"which":[6,65,135],"use":[7],"nighttime":[8,62,147],"image":[9,45],"enhancement":[10,32,158],"technology,":[11],"has":[12],"led":[13],"to":[14,108,151,171],"marked":[15],"advances":[16],"in":[17,114,146],"the":[18,26,104,118,125,140,157,161,174],"performance":[19],"visual":[21,63],"tracking":[22,169],"at":[23],"night.":[24],"However,":[25],"images":[27,148],"recovered":[28],"by":[29,95],"currently":[30],"available":[31],"methods":[33],"still":[34],"have":[35],"some":[36],"weaknesses,":[37],"such":[38],"as":[39],"blurred":[40],"target":[41],"details":[42],"and":[43,98,111,130,155,176],"obvious":[44],"noise.":[46],"To":[47],"this":[48],"end,":[49],"we":[50],"propose":[51],"a":[52,69,81],"novel":[53,82],"method":[54],"for":[55,60,139],"learning":[56],"multidimensional":[57,83],"spatial":[58,70,84,100],"attention":[59,85],"robust":[61],"tracking,":[64],"is":[66,87,136],"developed":[67],"over":[68],"channel":[71,97],"transformer":[72],"based":[73],"low":[74,150],"light":[75],"enhancer":[76],"(SCT),":[77],"named":[78],"MSA-SCT.":[79,179],"First,":[80],"(MSA)":[86],"designed.":[88],"Additional":[89],"reliable":[90],"feature":[91],"responses":[92],"are":[93],"generated":[94],"aggregating":[96],"multi-scale":[99],"information,":[101],"thus":[102],"making":[103],"model":[105],"more":[106,137],"adaptable":[107],"illumination":[109],"conditions":[110],"noise":[112,131],"levels":[113],"different":[115],"regions":[116],"image.":[119],"Second,":[120],"with":[121,163],"optimized":[122],"skip":[123],"connections,":[124],"effects":[126],"redundant":[128],"information":[129],"can":[132],"be":[133],"limited,":[134],"useful":[138],"propagation":[141],"fine":[143],"detail":[144],"features":[145,154],"from":[149],"high":[152],"level":[153],"improves":[156],"effect.":[159],"Finally,":[160],"tracker":[162],"enhancers":[164],"was":[165],"tested":[166],"on":[167],"multiple":[168],"benchmarks":[170],"fully":[172],"demonstrate":[173],"effectiveness":[175],"superiority":[177]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
