{"id":"https://openalex.org/W7163531997","doi":"https://doi.org/10.23919/date69613.2026.11539628","title":"Late Breaking Results: POSEiDON: Pose Estimation in Dynamic On-device Networks via Hyperdimensional Computing","display_name":"Late Breaking Results: POSEiDON: Pose Estimation in Dynamic On-device Networks via Hyperdimensional Computing","publication_year":2026,"publication_date":"2026-04-20","ids":{"openalex":"https://openalex.org/W7163531997","doi":"https://doi.org/10.23919/date69613.2026.11539628"},"language":null,"primary_location":{"id":"doi:10.23919/date69613.2026.11539628","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date69613.2026.11539628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Design, Automation &amp;amp; Test in Europe Conference (DATE)","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/A5125352749","display_name":"Colin Dupuis","orcid":null},"institutions":[{"id":"https://openalex.org/I79516672","display_name":"University of Louisiana at Lafayette","ror":"https://ror.org/01x8rc503","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I79516672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colin Dupuis","raw_affiliation_strings":["University of Louisiana at Lafayette,School of Computing and Informatics,Lafayette,LA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Louisiana at Lafayette,School of Computing and Informatics,Lafayette,LA,USA","institution_ids":["https://openalex.org/I79516672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121557468","display_name":"Emilien Meyer","orcid":null},"institutions":[{"id":"https://openalex.org/I79516672","display_name":"University of Louisiana at Lafayette","ror":"https://ror.org/01x8rc503","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I79516672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emilien Meyer","raw_affiliation_strings":["University of Louisiana at Lafayette,School of Computing and Informatics,Lafayette,LA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Louisiana at Lafayette,School of Computing and Informatics,Lafayette,LA,USA","institution_ids":["https://openalex.org/I79516672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032200051","display_name":"Abu Kaisar Mohammad Masum","orcid":"https://orcid.org/0000-0003-3190-9041"},"institutions":[{"id":"https://openalex.org/I79516672","display_name":"University of Louisiana at Lafayette","ror":"https://ror.org/01x8rc503","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I79516672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abu Kaisar Mohammad Masum","raw_affiliation_strings":["University of Louisiana at Lafayette,School of Computing and Informatics,Lafayette,LA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Louisiana at Lafayette,School of Computing and Informatics,Lafayette,LA,USA","institution_ids":["https://openalex.org/I79516672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137820868","display_name":"Sercan Aygun","orcid":null},"institutions":[{"id":"https://openalex.org/I79516672","display_name":"University of Louisiana at Lafayette","ror":"https://ror.org/01x8rc503","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I79516672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sercan Aygun","raw_affiliation_strings":["University of Louisiana at Lafayette,School of Computing and Informatics,Lafayette,LA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Louisiana at Lafayette,School of Computing and Informatics,Lafayette,LA,USA","institution_ids":["https://openalex.org/I79516672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I79516672"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75289662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9750999808311462,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9750999808311462,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.006099999882280827,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.0044999998062849045,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/pose","display_name":"Pose","score":0.5152000188827515},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.3361999988555908},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.28200000524520874},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.27410000562667847},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.2689000070095062}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6098999977111816},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.5152000188827515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5045999884605408},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38260000944137573},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.3361999988555908},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.27410000562667847},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2689000070095062},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.265500009059906},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C22100474","wikidata":"https://www.wikidata.org/wiki/Q4800952","display_name":"Articulated body pose estimation","level":4,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date69613.2026.11539628","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date69613.2026.11539628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Design, Automation &amp;amp; Test in Europe Conference (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2070862086","https://openalex.org/W2216946510","https://openalex.org/W2614053718","https://openalex.org/W2805701966","https://openalex.org/W2963087412","https://openalex.org/W3175575864","https://openalex.org/W3214202924","https://openalex.org/W4220901627","https://openalex.org/W4313145071","https://openalex.org/W4363648988","https://openalex.org/W4383314448","https://openalex.org/W4387129526","https://openalex.org/W4391341838","https://openalex.org/W4401362291","https://openalex.org/W4402592854","https://openalex.org/W4410297877"],"related_works":[],"abstract_inverted_index":{"On-device":[0],"pose":[1,27,109],"estimation":[2],"is":[3,102],"widely":[4],"available":[5],"through":[6],"models,":[7],"yet":[8],"efficiently":[9],"classifying":[10],"the":[11,88],"resulting":[12],"landmarks":[13],"on":[14],"resource-constrained":[15],"mobile":[16,44],"platforms":[17],"remains":[18],"challenging.":[19],"We":[20],"propose":[21],"POSEiDON,":[22],"a":[23,41,47,61,103],"hyperdimensional":[24],"computing":[25],"(HDC)-based":[26],"classification":[28],"pipeline":[29],"that":[30,87,100],"combines":[31],"landmark-symbol":[32],"and":[33,46,56,81,96],"joint-angle":[34],"encodings":[35],"with":[36],"low-discrepancy":[37],"(Sobol)":[38],"sequences.":[39],"On":[40],"custom":[42],"4-class":[43],"dataset":[45],"5-class":[48],"YOGA":[49],"benchmark,":[50],"POSEiDON":[51],"achieves":[52],"up":[53],"to":[54,73],"97.79%":[55],"88.44%":[57],"accuracy,":[58],"respectively,":[59],"using":[60],"single":[62],"training":[63],"pass,":[64],"while":[65],"iterative":[66],"baselines":[67],"require":[68],"10\u2013200":[69],"passes":[70],"or":[71],"estimators":[72],"reach":[74],"comparable":[75],"accuracy.":[76],"An":[77],"Artix-7":[78],"FPGA":[79],"prototype":[80],"an":[82],"Android":[83],"implementation":[84],"further":[85],"show":[86],"HDC":[89,101],"stage":[90],"adds":[91],"only":[92],"marginal":[93],"power,":[94],"latency,":[95],"memory":[97],"overhead,":[98],"indicating":[99],"promising":[104],"primitive":[105],"for":[106],"lightweight":[107],"on-device":[108],"recognition.":[110]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-06-05T00:00:00"}
