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Lloyd Max Quantizer |
- Implemented a Lloyd-Max quantizer for images, allowing compression by minimizing the mean-square error between an image and it's quantized version given a required number of bits per pixel.
- Decision Boundary Update: \( x_i = \frac{y_i+y_{i+1}}{2} \)
- Representative Value Update: \( y_i = \frac{\int_{x_{i-1}}^{x_i} f(x) \cdot x \, dx}{\int_{x_{i-1}}^{x_i} f(x) \, dx} \)
Itereative equations used in the algorithm:
Screenshots:
