One-Shot 3D Body-Measurement

Transcript

1. One-Shot 3D Body-Measurement Master’s Thesis 1 White, Inc. End98 Jun 30, 2017
2. What's Is The Point? ▸ CNNΛମͷ֤෦Ґ͝ͱʹ࢖༻͍ͯ͠Δ ▸ 3DεΩϟϯը૾σʔλΛೖྗ͠ɺ CNNsͰ֤෦ҐΛଌྔ͢Δ ▸ ը૾ͷԞߦ͖ΛଌΔҝʹɺը૾ʹਂ౓ ৘ใΛϨϯμϦϯά What’s The Next? ▸ Capturing Depth Image (Stereo Triangulationؔ࿈) Discussion ▸ ໰୊Λ͖ͪΜͱղܾ͍ͯ͠Δ ▸ Depthͷ෦෼͕Α͘Θ͔ͬͯͳ͍ Where Is Excellent? ▸ ը૾ɺඃࣸମͷαΠζʹؔΘΒͣݕग़Մೳ Verify The Effects ▸ Anthropometric Survey(ANSUR) : Ξϝ ϦΧͷ܉ਓͷ਎ମ෦Ґͷσʔλͱൺֱ How Is It? ▸ CNNΛ༻͍ͯɺਖ਼֬ͳ਎ମͷଌྔΛߦ͏ ▸ ߴՁͳڑ཭ը૾ηϯαΛ࢖༻͠ͳ͍
3. ͲΜͳ΋ͷʁ How Is Itʁ ▸ ೖྗ͞ΕͨDepthImageʹඪ४Խͱਂ౓ʹϋΠϥΠτΛࢪ͠ɺ֤෦ҐΛநग़͠෦Ґ ͝ͱʹCNNΛߦ͍ਓମଌఆΛ͢Δ 3
4. ઌߦݚڀͱൺ΂ͯͲ͕͍͜͢͝ʁ Where Is Excellent? ▸ ೖྗ͞Εͨը૾αΠζɺը૾ͷඃࣸମͷαΠζʹؔΘΒͣݕग़Ͱ͖Δ ▸ ਫ਼౓͕ྑ͍ 4
5. ٕज़΍ख๏ͷΩϞ͸Ͳ͜ʁ What’s The Point? ▸ CNNΛମͷ֤෦Ґ͝ͱʹ࢖༻͍ͯ͠Δ ▸ 3DεΩϟϯը૾σʔλΛೖྗ͠ɺCNNsͰ֤෦ҐΛଌྔ͢Δ ▸ ը૾ͷԞߦ͖ΛଌΔҝʹɺը૾ʹਂ౓৘ใΛϨϯμϦϯά ▸ ѹॖ΍֦େʹڧ͍ 5
6. Ͳ͏΍ͬͯ༗ޮͩͱݕূͨ͠ʁ Verify The Effects ▸ Anthropometric Survey(ANSUR) : ΞϝϦΧͷ܉ਓͷ਎ମ෦Ґ ͷσʔλͱൺֱ 6
7. ٞ࿦͸͋Δʁ Discussion ▸ ໰୊͕ղܾ͞Ε͍ͯΔ ▸ Depthͷଌྔͷ࢓ํ͕ΠϚΠνΘ͔͍ͬͯͳ͍ 7
8. ࣍ʹಡΉ΂͖࿦จ͸ʁ What’s The Next? ▸ Capturing Depth Image (Stereo Triangulationؔ࿈) 8