{"id":"https://openalex.org/W4286248448","doi":"https://doi.org/10.1109/icufn55119.2022.9829672","title":"Object Tracking of Aerial Imaging Device Image Using Variational Autoencoder and External Memory","display_name":"Object Tracking of Aerial Imaging Device Image Using Variational Autoencoder and External Memory","publication_year":2022,"publication_date":"2022-07-05","ids":{"openalex":"https://openalex.org/W4286248448","doi":"https://doi.org/10.1109/icufn55119.2022.9829672"},"language":"en","primary_location":{"id":"doi:10.1109/icufn55119.2022.9829672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn55119.2022.9829672","pdf_url":null,"source":{"id":"https://openalex.org/S4363608515","display_name":"2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5002194333","display_name":"Keunho Park","orcid":"https://orcid.org/0000-0002-8804-6374"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Keunho Park","raw_affiliation_strings":["Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","Korea Electronics Technology Institute, Jeonju-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]},{"raw_affiliation_string":"Korea Electronics Technology Institute, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101503330","display_name":"Byoungjun Kim","orcid":"https://orcid.org/0000-0002-6786-0430"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byoungjun Kim","raw_affiliation_strings":["Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","Korea Electronics Technology Institute, Jeonju-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]},{"raw_affiliation_string":"Korea Electronics Technology Institute, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448787","display_name":"Donghoon Kim","orcid":"https://orcid.org/0000-0003-3142-4458"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Donghoon Kim","raw_affiliation_strings":["Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","Korea Electronics Technology Institute, Jeonju-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]},{"raw_affiliation_string":"Korea Electronics Technology Institute, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072107314","display_name":"Seon-Hyeong Kim","orcid":"https://orcid.org/0000-0002-7974-2191"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seon-Hyeong Kim","raw_affiliation_strings":["Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","Korea Electronics Technology Institute, Jeonju-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]},{"raw_affiliation_string":"Korea Electronics Technology Institute, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051660995","display_name":"Seo-Jeong Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seo-Jeong Kim","raw_affiliation_strings":["Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","Korea Electronics Technology Institute, Jeonju-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]},{"raw_affiliation_string":"Korea Electronics Technology Institute, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015038893","display_name":"Sunghwan Jeong","orcid":"https://orcid.org/0000-0001-7945-3317"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sunghwan Jeong","raw_affiliation_strings":["Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","Korea Electronics Technology Institute, Jeonju-si, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,Jeonju-si,Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]},{"raw_affiliation_string":"Korea Electronics Technology Institute, Jeonju-si, Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210131650"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07435494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"473","last_page":"478"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9970999956130981,"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/autoencoder","display_name":"Autoencoder","score":0.8540486693382263},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7743068337440491},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7667312622070312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6678838133811951},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6207217574119568},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6141173839569092},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.47736430168151855},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4573667645454407},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4157290756702423},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.27750739455223083},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.21201318502426147}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8540486693382263},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7743068337440491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7667312622070312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6678838133811951},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6207217574119568},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6141173839569092},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.47736430168151855},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4573667645454407},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4157290756702423},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.27750739455223083},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.21201318502426147},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icufn55119.2022.9829672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn55119.2022.9829672","pdf_url":null,"source":{"id":"https://openalex.org/S4363608515","display_name":"2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1849277567","https://openalex.org/W1857884451","https://openalex.org/W1959608418","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2470394683","https://openalex.org/W2557641257","https://openalex.org/W2963446712","https://openalex.org/W4303633609","https://openalex.org/W6637373629","https://openalex.org/W6640963894","https://openalex.org/W6684191040","https://openalex.org/W6684821475"],"related_works":["https://openalex.org/W4285271403","https://openalex.org/W2542007731","https://openalex.org/W4292830139","https://openalex.org/W2968379562","https://openalex.org/W4319309705","https://openalex.org/W2091015105","https://openalex.org/W4388689193","https://openalex.org/W2110899030","https://openalex.org/W29633852","https://openalex.org/W2985362983"],"abstract_inverted_index":{"Object":[0],"tracking":[1,14,50,58],"is":[2],"a":[3,23,28,34,38,53,61,68,72,89,94],"fundamental":[4],"problem":[5],"in":[6],"the":[7,86],"field":[8],"of":[9,40,74,91,97],"computer":[10],"vision.":[11],"The":[12],"object":[13],"methods":[15,32],"proposed":[16],"so":[17],"far":[18],"can":[19],"be":[20],"divided":[21],"into":[22],"\u2018discriminative":[24],"correlation":[25],"filter\u2019":[26],"and":[27,37,67,93],"\u2018deep":[29],"learning\u2019":[30],"based":[31],"with":[33,52,77],"complex":[35],"structure":[36,55],"lot":[39],"computation.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"propose":[46],"an":[47,75,78],"algorithm":[48],"for":[49],"objects":[51],"simple":[54],"while":[56],"maintaining":[57],"performance":[59],"using":[60],"convolutional":[62],"variational":[63],"auto-encoder,":[64],"external":[65],"memory,":[66],"Siamese":[69],"network.":[70],"As":[71],"result":[73,87],"experiment":[76],"RT":[79],"(real-time)":[80],"data":[81],"set":[82],"to":[83],"measure":[84],"real-time,":[85],"was":[88],"precision":[90],"0.546":[92],"success":[95],"rate":[96],"0.527.":[98]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
