Fast Bilateral Solver

Bilateral filter is a widely used smoothing operator which preserves boundaries in an image. To deal with more complicated tasks, Fast Bilateral Solver is proposed to perform an optimization in bilateral space.

In this project, we achieved the following goals:

• Implemented the algorithm in Python

• Applied it into stereo problem and colorization problem

• Studied the influence of different parameters

Requirement

• >= Python 3
• Scipy, Skimage, Matplotlib

Source Code

Code / Report / Slide