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

Shoe Recognition Model with Floor Pressure Sens...

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for yumulab yumulab
November 06, 2024
Research
0
55

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
Tweet

More Decks by yumulab

See All by yumulab
Bluetooth Low Energyの海に潜る / Dive to Bluetooth Low Energy
Avatar for yumulab yumulab
0
97
湯村研究室の紹介2025 / yumulab2025
Avatar for yumulab yumulab
0
300
Proposal of an Information Delivery Method for Electronic Paper Signage Using Human Mobility as the Communication Medium
Avatar for yumulab yumulab
0
15
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
170
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
91
A Proposal of an Information Delivery Method using Human Movement as a Communication Medium for Electronic Paper Signage / ICEC2025
Avatar for yumulab yumulab
0
64
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
180
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
140
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
76

Other Decks in Research

See All in Research
Ankylosing Spondylitis
Avatar for Charles Holtzkampf ankh2054
0
120
2026.01ウェビナー資料
Avatar for Elith elith
0
220
データサイエンティストをめぐる環境の違い2025年版〈一般ビジネスパーソン調査の国際比較〉
Avatar for The Japan DataScientist Society datascientistsociety
PRO
0
710
20年前に50代だった人たちの今
Avatar for marimari hysmrk
0
140
さまざまなAgent FrameworkとAIエージェントの評価
Avatar for Kento.Yamada ymd65536
1
420
ブレグマン距離最小化に基づくリース表現量推定： バイアス除去学習の統一理論
Avatar for MasaKat0 masakat0
0
140
AI in Enterprises - Java and Open Source to the Rescue
Avatar for ivargrimstad ivargrimstad
0
1.1k
生成的情報検索時代におけるAI利用と認知バイアス
Avatar for Y. Yamamoto trycycle
PRO
0
300
【SIGGRAPH Asia 2025】Lo-Fi Photograph with Lo-Fi Communication
Avatar for Chinatsu Ozawa toremolo72
0
120
AIスパコン「さくらONE」の
オブザーバビリティ / Observability for AI Supercomputer SAKURAONE
Avatar for Yuuki Tsubouchi (yuuk1) yuukit
2
1.2k
生成AI による論文執筆サポート・ワークショップ ─ サーベイ／リサーチクエスチョン編 / Workshop on AI-Assisted Paper Writing Support: Survey/Research Question Edition
Avatar for Kenji Saito ks91
PRO
0
140
ACL読み会2025: Can Language Models Reason about Individualistic Human Values and Preferences?
Avatar for Yuki Zenimoto yukizenimoto
0
130

Featured

See All Featured
Un-Boring Meetings
Avatar for Sebastian Deterding codingconduct
0
200
Code Reviewing Like a Champion
Avatar for maltzj maltzj
527
40k
B2B Lead Gen: Tactics, Traps & Triumph
Avatar for Sophie Logan marketingsoph
0
57
ReactJS: Keep Simple. Everything can be a component!
Avatar for Pedro Nauck pedronauck
666
130k
Mobile First: as difficult as doing things right
Avatar for Swwweet swwweet
225
10k
Ecommerce SEO: The Keys for Success Now & Beyond - #SERPConf2024
Avatar for Aleyda Solis aleyda
1
1.8k
Performance Is Good for Brains [We Love Speed 2024]
Avatar for Tammy Everts tammyeverts
12
1.4k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
Avatar for Chris Coyier chriscoyier
508
140k
Fireside Chat
Avatar for paigeccino paigeccino
41
3.8k
VelocityConf: Rendering Performance Case Studies
Avatar for Addy Osmani addyosmani
333
24k
Unlocking the hidden potential of vector embeddings in international SEO
Avatar for Frank van Dijk frankvandijk
0
170
The State of eCommerce SEO: How to Win in Today's Products SERPs - #SEOweek
Avatar for Aleyda Solis aleyda
2
9.6k

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