{"id":"https://openalex.org/W4387968092","doi":"https://doi.org/10.1145/3581783.3611799","title":"Alleviating Spatial Misalignment and Motion Interference for UAV-based Video Recognition","display_name":"Alleviating Spatial Misalignment and Motion Interference for UAV-based Video Recognition","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387968092","doi":"https://doi.org/10.1145/3581783.3611799"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3611799","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3611799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-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/A5062214569","display_name":"Gege Shi","orcid":"https://orcid.org/0009-0003-1526-9002"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gege Shi","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079007635","display_name":"Xueyang Fu","orcid":"https://orcid.org/0000-0001-8036-4071"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueyang Fu","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045305740","display_name":"Chengzhi Cao","orcid":"https://orcid.org/0009-0006-7177-8137"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengzhi Cao","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003217535","display_name":"Zheng-Jun Zha","orcid":"https://orcid.org/0000-0003-2510-8993"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng-Jun Zha","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062214569"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.8343,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75547755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"193","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9993000030517578,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9961000084877014,"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/computer-science","display_name":"Computer science","score":0.829350471496582},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.711479663848877},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7038950324058533},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.6098602414131165},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5461469888687134},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4974348843097687}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.829350471496582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.711479663848877},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7038950324058533},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.6098602414131165},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5461469888687134},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4974348843097687},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581783.3611799","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3611799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2182495747","display_name":null,"funder_award_id":"2121002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3584809445","display_name":null,"funder_award_id":"U19B2038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3828173677","display_name":null,"funder_award_id":"62121002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G575396328","display_name":null,"funder_award_id":"62225207","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6052960980","display_name":null,"funder_award_id":"2020AAA0105702","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6082284406","display_name":null,"funder_award_id":"62276243","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8781103124","display_name":null,"funder_award_id":"62225207, U19B2038, 62121002 and 62276243","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1744759976","https://openalex.org/W1923404803","https://openalex.org/W2016053056","https://openalex.org/W2108598243","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2413641397","https://openalex.org/W2507009361","https://openalex.org/W2571149404","https://openalex.org/W2625286981","https://openalex.org/W2752782242","https://openalex.org/W2770804203","https://openalex.org/W2935842779","https://openalex.org/W2960964942","https://openalex.org/W2962711930","https://openalex.org/W2962858109","https://openalex.org/W2963155035","https://openalex.org/W2963163009","https://openalex.org/W2963524571","https://openalex.org/W2981385151","https://openalex.org/W2990152177","https://openalex.org/W2990501806","https://openalex.org/W2990503944","https://openalex.org/W3003741573","https://openalex.org/W3007751154","https://openalex.org/W3009323895","https://openalex.org/W3009803092","https://openalex.org/W3014606712","https://openalex.org/W3034572008","https://openalex.org/W3035303837","https://openalex.org/W3035372819","https://openalex.org/W3093159043","https://openalex.org/W3096739052","https://openalex.org/W3100882149","https://openalex.org/W3126721948","https://openalex.org/W3134822545","https://openalex.org/W3134909472","https://openalex.org/W3138516171","https://openalex.org/W3174053790","https://openalex.org/W3175528717","https://openalex.org/W3180143550","https://openalex.org/W3192821133","https://openalex.org/W3197999205","https://openalex.org/W4211038108","https://openalex.org/W4214612132","https://openalex.org/W4214614183","https://openalex.org/W4304080876","https://openalex.org/W4312287126","https://openalex.org/W4312560592","https://openalex.org/W4312735552","https://openalex.org/W4312906297","https://openalex.org/W4386066146","https://openalex.org/W4386075609"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Recognizing":[0],"activities":[1],"with":[2,195],"Unmanned":[3],"Aerial":[4],"Vehicles":[5],"(UAVs)":[6],"is":[7,134],"essential":[8],"for":[9,20,27,168],"many":[10],"applications,":[11],"while":[12],"existing":[13],"video":[14,59,74],"recognition":[15],"methods":[16],"are":[17],"mainly":[18],"designed":[19],"ground":[21],"cameras":[22],"and":[23,31,68,88,118,128,145,153,163],"do":[24],"not":[25],"account":[26],"UAV":[28,143,169],"changing":[29],"attitudes":[30],"fast":[32],"motion.":[33],"This":[34],"creates":[35],"spatial":[36,97],"misalignment":[37,98],"of":[38,73,99,136,179,193,199],"small":[39,100],"objects":[40,56,101],"between":[41,102],"frames,":[42,103],"leading":[43],"to":[44,55,94,138,202],"inaccurate":[45],"visual":[46],"movement":[47],"in":[48,57,71],"drone":[49],"videos.":[50,170],"Additionally,":[51],"camera":[52],"motion":[53,67],"relative":[54,61],"the":[58,96,142,177,205],"causes":[60],"movements":[62],"that":[63,113,133],"visually":[64],"affect":[65],"object":[66],"can":[69,161],"result":[70],"misunderstandings":[72],"content.":[75],"To":[76],"address":[77],"these":[78],"issues,":[79],"we":[80,104,123],"present":[81],"a":[82,125,156,190],"novel":[83],"framework":[84],"named":[85],"Attentional":[86,107],"Spatial":[87,109,129],"Adaptive":[89],"Temporal":[90,127],"Relations":[91],"Modeling.":[92],"First,":[93],"mitigate":[95],"design":[105],"an":[106,196],"Patch-level":[108],"Enrichment":[110],"(APSE)":[111],"module":[112,132],"models":[114],"dependencies":[115],"among":[116],"patches":[117],"enhances":[119],"patch-level":[120],"features.":[121],"Then,":[122],"propose":[124],"Multi-scale":[126],"Mixer":[130],"(MTSM)":[131],"capable":[135],"adapting":[137],"disturbances":[139],"caused":[140],"by":[141],"flight":[144],"modeling":[146],"various":[147],"temporal":[148],"clues.":[149],"By":[150],"integrating":[151],"APSE":[152],"MTSM":[154],"into":[155],"single":[157],"model,":[158],"our":[159,180,187],"network":[160,188],"effectively":[162],"accurately":[164],"capture":[165],"spatiotemporal":[166],"relations":[167],"Extensive":[171],"experiments":[172],"on":[173,204],"several":[174],"benchmarks":[175],"demonstrate":[176],"superiority":[178],"method":[181],"over":[182],"state-of-the-art":[183],"approaches.":[184],"For":[185],"instance,":[186],"achieves":[189],"classification":[191],"accuracy":[192],"68.1%":[194],"absolute":[197],"gain":[198],"1.3%":[200],"compared":[201],"FuTH-Net":[203],"ERA":[206],"dataset.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}