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LLE on human body shapes

LLE on human body shapes. Brett Allen Karen Liu. Y 2. Y 1. Y 3. Y k. Y 4. Y0. W 0. X k. W 4. W 1. X 0. W 3. W 2. X 1. X k. X 4. X 2. X 3. Step 1: Find k nearest neighbors. Step 2: Solve for reconstruction weights.

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LLE on human body shapes

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  1. LLE on human body shapes Brett Allen Karen Liu

  2. Y2 Y1 Y3 Yk Y4 Y0 W0 Xk W4 W1 X0 W3 W2 X1 Xk X4 X2 X3 Step 1: Find k nearest neighbors Step 2: Solve for reconstruction weights Step 3: Computing embedding coordinates using the same weights

  3. D = 180,000 d = 3

  4. Shape vectors

  5. Results

  6. Application: Morphing

  7. Linear morph Non-linear morph k = 20, d = 10

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