{"id":"https://openalex.org/W2977616532","doi":"https://doi.org/10.5220/0008166000840089","title":"Vision-based Detection of Humans on the Ground from Actual Aerial Images by Informed Filters using Only Color Features","display_name":"Vision-based Detection of Humans on the Ground from Actual Aerial Images by Informed Filters using Only Color Features","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2977616532","doi":"https://doi.org/10.5220/0008166000840089","mag":"2977616532"},"language":"en","primary_location":{"id":"doi:10.5220/0008166000840089","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008166000840089","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Sport Sciences Research and Technology Support","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0008166000840089","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103820524","display_name":"Takuro Oki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Takuro Oki","raw_affiliation_strings":["Department of Computer Science, Graduate School of Science and Technology and Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Graduate School of Science and Technology and Japan, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002456145","display_name":"Risako Aoki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Risako Aoki","raw_affiliation_strings":["Department of Computer Science, Graduate School of Science and Technology and Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Graduate School of Science and Technology and Japan, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101060613","display_name":"Shingo Kobayashi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shingo Kobayashi","raw_affiliation_strings":["Department of Computer Science, Graduate School of Science and Technology and Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Graduate School of Science and Technology and Japan, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035420223","display_name":"Ryusuke Miyamoto","orcid":"https://orcid.org/0000-0001-9450-4493"},"institutions":[{"id":"https://openalex.org/I16656306","display_name":"Meiji University","ror":"https://ror.org/02rqvrp93","country_code":"JP","type":"education","lineage":["https://openalex.org/I16656306"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryusuke Miyamoto","raw_affiliation_strings":["Department of Computer Science, School of Science and Technology, Meiji University, 1-1-1 Higashimita, Tama-ku, Kawasaki-shi and Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Science and Technology, Meiji University, 1-1-1 Higashimita, Tama-ku, Kawasaki-shi and Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I16656306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058992038","display_name":"Hiroyuki Yomo","orcid":"https://orcid.org/0000-0001-9177-317X"},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroyuki Yomo","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Faculty of Engineering Science, Kansai University, 3-3-35 Yamate-cho, Suita-shi and Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Faculty of Engineering Science, Kansai University, 3-3-35 Yamate-cho, Suita-shi and Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I56624758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061363370","display_name":"Shinsuke Hara","orcid":"https://orcid.org/0000-0002-5183-9725"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shinsuke Hara","raw_affiliation_strings":["Graduate School of Engineering, Osaka City University, 3-3-138 Sugimoto Sumiyoshi-ku, Osaka-shi and Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka City University, 3-3-138 Sugimoto Sumiyoshi-ku, Osaka-shi and Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I317356780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9948999881744385,"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":0.9948999881744385,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9754999876022339,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7329335808753967},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7250103950500488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6540156602859497},{"id":"https://openalex.org/keywords/aerial-image","display_name":"Aerial image","score":0.4798000156879425},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.42129814624786377},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2986603379249573}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7329335808753967},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7250103950500488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6540156602859497},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.4798000156879425},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.42129814624786377},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2986603379249573}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0008166000840089","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008166000840089","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Sport Sciences Research and Technology Support","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0008166000840089","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008166000840089","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Sport Sciences Research and Technology Support","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1891287906","https://openalex.org/W2036807459","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2772917594","https://openalex.org/W2166024367","https://openalex.org/W2755342338","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2058170566"],"abstract_inverted_index":{"In":[0,95],"this":[1],"paper,":[2],"we":[3],"construct":[4],"a":[5,67,76,80,102],"novel":[6,68],"sensor":[7,30],"network":[8,31],"system":[9],"that":[10,86],"can":[11,89,105],"measure":[12],"real-time":[13],"vital":[14],"signs":[15],"of":[16,42,50,71,98],"the":[17,65,93],"human\nbody":[18],"during":[19],"exercise":[20],"even":[21],"at":[22],"high":[23],"speeds":[24],"and":[25],"in":[26,101],"crowded":[27],"regions.":[28],"The":[29],"estimates":[32],"locations":[33,41],"of\nsensor":[34],"nodes":[35],"using":[36,55,75],"image":[37],"processing":[38],"to":[39,108],"extract":[40],"humans":[43],"wearing":[44],"sensors.":[45],"This":[46],"paper":[47],"evaluates":[48],"the\naccuracy":[49],"human":[51],"detection":[52,114],"by":[53,92],"informed-filters":[54],"only":[56],"color":[57],"features":[58],"for":[59],"actual":[60,72],"aerial":[61],"images.":[62],"To":[63],"carry\nout":[64],"evaluation,":[66],"dataset":[69],"composed":[70],"images":[73],"captured":[74],"camera":[77],"mounted":[78],"on":[79],"drone\nwas":[81],"created.":[82],"Experimental":[83],"results":[84],"show":[85],"significant":[87,111],"accuracy":[88],"be":[90,106],"achieved":[91],"detector.":[94],"addition,\nthe":[96],"number":[97],"weak":[99],"classifiers":[100],"strong":[103],"classifier":[104],"reduced":[107],"125":[109],"without":[110],"degradation":[112],"of\nthe":[113],"accuracy.":[115]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}