Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Shoe Recognition Model with Floor Pressure Sens...

Avatar for yumulab yumulab
November 06, 2024
Research
64
0

Shoe Recognition Model with Floor Pressure Sensors (Slide)

2024年11月3日(日)〜7日(木)に開催されたSENSORCOMM2024の発表資料(スライド)

Avatar for yumulab

yumulab

November 06, 2024

More Decks by yumulab

See All by yumulab
非試合日の野球場を楽しむためのARホームランボールキャッチ体験システムの開発 / EC79-miyazaki
Avatar for yumulab yumulab
0
140
Bluetooth Low Energyの海に潜る / Dive to Bluetooth Low Energy
Avatar for yumulab yumulab
0
120
湯村研究室の紹介2025 / yumulab2025
Avatar for yumulab yumulab
0
340
Proposal of an Information Delivery Method for Electronic Paper Signage Using Human Mobility as the Communication Medium / ICCE-Asia 2025
Avatar for yumulab yumulab
0
270
研究室から社会へ 〜 情報科学でつなぐ科学技術コミュニケーション実践 / #CoSTEP20th
Avatar for yumulab yumulab
0
130
A Proposal of an Information Delivery Method using Human Movement as a Communication Medium for Electronic Paper Signage / ICEC2025
Avatar for yumulab yumulab
0
110
メタバース空間で対話相⼿に向かって⾃律移動するAIアバター『ノア』の開発 / EC2025-Oyamada
Avatar for yumulab yumulab
0
250
足位置の視覚的提示による電子オルガンのペダル鍵盤演奏学習支援システムの提案 / EC2025-Hokin
Avatar for yumulab yumulab
0
230
電子ペーパーサイネージにおける人の移動を通信媒介とした情報配送手法の提案 / EC2025-Akiba
Avatar for yumulab yumulab
0
150

Other Decks in Research

See All in Research
An Open and Reproducible Deep Research Agent for Long-Form Question Answering
Avatar for Ikuya Yamada ikuyamada
0
410
ForestCast: Forecasting Deforestation Risk at Scale with Deep Learning
Avatar for SatAI.challenge satai
3
800
The mathematics of transformers
Avatar for Gabriel Peyré gpeyre
0
210
COFFEE-Japan PROJECT Impact Report（海ノ向こうコーヒー）
Avatar for 坂ノ途中 ontheslope
0
1.4k
さくらインターネット研究所テックトーク2026春、研究開発Gr.25年度成果26年度方針
Avatar for KIKUCHI Shunsuke kikuzo
0
120
A History of Approximate Nearest Neighbor Search from an Applications Perspective
Avatar for Yusuke Matsui matsui_528
1
250
世界モデルにおける分布外データ対応の方法論
Avatar for Hidehisa Arai koukyo1994
7
2.1k
2026 東京科学大 情報通信系 研究室紹介 (すずかけ台)
Avatar for Tokyo Tech ICT Dept. icttitech
0
2.2k
"主観で終わらせない"定性データ活用 ― プロダクトディスカバリーを加速させるインサイトマネジメント / Utilizing qualitative data that "doesn't end with subjectivity" - Insight management that accelerates product discovery
Avatar for 株式会社カミナシ kaminashi
16
24k
[SITA2025 Workshop] 空中計算による高速・低遅延な分散回帰分析
Avatar for Koya SATO k_sato
0
140
[Devfest Incheon 2025] 모두를 위한 친절한 언어모델(LLM) 학습 가이드
Avatar for Beomi beomi
2
1.5k
Aurora Serverless からAurora Serverless v2への課題と知見を論文から読み解く/Understanding the challenges and insights of moving from Aurora Serverless to Aurora Serverless v2 from a paper
Avatar for bootjp / ぶーと bootjp
6
1.6k

Featured

See All Featured
Building a Scalable Design System with Sketch
Avatar for Laura Van Doore lauravandoore
463
34k
The agentic SEO stack - context over prompts
Avatar for schlessera schlessera
0
750
Ecommerce SEO: The Keys for Success Now & Beyond - #SERPConf2024
Avatar for Aleyda Solis aleyda
1
1.9k
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
Avatar for Sara Fernández Carmona sarafernandez
0
170
The Curse of the Amulet
Avatar for Matthew Lei leimatthew05
1
11k
Between Models and Reality
Avatar for mayunak mayunak
3
260
Future Trends and Review - Lecture 12 - Web Technologies (1019888BNR)
Avatar for Beat Signer signer
PRO
0
3.5k
Design of three-dimensional binary manipulators for pick-and-place task avoiding obstacles (IECON2024)
Avatar for konakalab konakalab
0
400
B2B Lead Gen: Tactics, Traps & Triumph
Avatar for Sophie Logan marketingsoph
0
100
Practical Orchestrator
Avatar for Shlomi Noach shlominoach
191
11k
Organizational Design Perspectives: An Ontology of Organizational Design Elements
Avatar for Dr. Kim W Petersen kimpetersen
PRO
1
680
GraphQLの誤解/rethinking-graphql
Avatar for sonatard sonatard
75
12k

Transcript

  1. Shoe Recognition Model with Floor Pressure Sensors Sora Kamimura *1

    Tetsuo Yutani *2 Atsuko Shibuya *2 Tsubasa Yumura *1 *1 Hokkaido Information University *2 FirstFourNotes, LLC <%FNP>

  2. Table of contents  #BDLHSPVOE1VSQPTF  1SFTTVSFTFOTPS  .PEFM 

    %BUBTFUT  3FTVMU%JTDVTTJPO  $PODMVTJPO

  3. #BDLHSPVOE1VSQPTF 5SB ffi D fl PXBOBMZTJT #ZDBNFSB 4VSWFJMMBODFDBNFSBTDBOCFEJWFSUFE $BONBOBHFBMBSHFBSFBCZPOFDBNFSB *OWBTJPOPGQSJWBDZ

    #MJOETQPUTDBVTFECZPCTUBDMFT ɾ*NQSPWFEXPSLF ffi DJFODZ ɾ"WPJESJTL DPMMJTJPOT GBMMT FUDʜ  #Z fl PPSQSFTTVSFTFOTPS /PQSJWBDZJTTVF /PCMJOETQPUT

  4. #BDLHSPVOE1VSQPTF 5SB ff i D fl PXBOBMZTJTCBTFE fl PPSQSFTTVSFTFOTPS SFRVJSFTJEFOUJ

    fi DBUJPOPGQFPQMF )VNBOJEFOUJ fi DBUJPOVTFT XFJHIU TUSJEFMFOHUI TQFFE TIPFUZQF FUD *OUIJTTUVEZ XFEFWFMPQUIF TIPFSFDPHOJUJPONPEFMXJUI fl PPSQSFTTVSFTFOTPST

  5. 1SFTTVSFTFOTPS .BUFSJBMT ɾ7FMPTUBU QSFTTVSFTFOTJUJWFDPOEVDUJWFTIFFU ɾ$PQQFSGPJMUBQF ɾ"SEVJOP 4USVDUVSF ɾ$PQQFSGPJMUBQFTBSFNNXJEFBOE ɹTQBDFENNBQBSU ɾUBQFTCPUIWFSUJDBMMZBOEIPSJ[POUBMMZ

    ɾNFBTVSFNFOUQPJOUT ɾ.FBTVSFUIFWPMUBHFBUFBDIQPJOUFWFSZNT

  6. .PEFM ɾ5IF*OQVUMBZFSSFDFJWFTSBXEBUB ɾ5IFIJEEFOMBZFSJTUISFFGVMMZDPOOFDUFEMBZFS ɾ5IFPVUQVUMBZFSXJMMPVUQVUUIFTIPFJEFOUJ fi DBUJPOFTUBCMJTINFOU ɹ TOFBLFS SPPNTIPF BOETBOEBM

    /FVSBMOFUXPSLNPEFM

  7. %BUBTFUT )PXUPDPMMFDU  $BMJCSBUJPOUIFTFOTPS  1VUPOTIPF  8BJUBGFXTFDPOET TPST 

     .FBTVSFNFOUT  .FBTVSFNFOUTUJNFT JOFBDITIPF %BUB5ZQF ɾ&BDITFOTPS ʙ PS.FSHFE ɾ)PXMPOHXBJUGPSNFBTVSF TPST  ɾ/PSNBMPS3PUBUFEEFHSFFTGPS ɹEBUBBVHNFOUBUJPO

  8. 3FTVMU ɾ5IF'NFBTVSFJOTJT ɹIJHIFSUIBOT ˠ7JCSBUJPOTBOEPUIFSOPJTFTJT ɹMFTTCZXBJUJOH ɾ*OTFDPOET UIF'NFBTVSFPG ɹNFSHFEEBUBJTIJHIFSUIBO ɹFBDITFOTPSEBUB ˠ5IFTFOTPSIBTBTFOTJUJWJUZCJBT

    ɹ"OE NPEFMDBOUMFBSOJUCZ ɹFBDITFOTPSEBUB ɹ#VUMFBSOJOHCFDBNFQPTTJCMFCZ ɹNFSHFEEBUB 'NFBTVSF F = 2 × precision × recall precision + recall

  9. $PODMVTJPO ɾ*OUIJTTUVEZ XFEFWFMPQFEUIFOFVSBMOFUXPSLNPEFMUPSFDPHOJ[F ɹTIPFUZQFTXJUI fl PPSQSFTTVSFTFOTPSXJUIB7FMPTUBU ɾ6TJOHBSPUBUFEEBUBTFUQSPWFEUPCFUIFNPTUF ff FDUJWFBQQSPBDIGPS ɹSFBMXPSMEBQQMJDBUJPOT

    ɾ5IFSFBSFMBSHFEJ ff FSFODFCFUXFFOUIFFYQFSJNFOUBMFOWJSPONFOU ɹBOEUIFBTTVNFESFBMFOWJSPONFOU ɾ5IFSFBSFQSPCMFNTTVDIBTSFBDUJPOSBUFBOEBMMPXBCMFQSFTTVSF ɾ8FXJMMDPOUJOVFUPEFWFMPQCPUIIBSEXBSFBOETPGUXBSFUPTPMWF ɹUIFTFQSPCMFNT