V2 dev diff daniele #46
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- made FiniteDifference and GaussianDerivative private - consistenT notations throughout - clarification of finite difference and gaussian derivative operators definition
… diff_lipschitz computation, renaming quantities
…entation, uniforming error messages and more
…description), fixing a couple of bugs (due to new trace/hessian implementation)
…g in kernels (structure tensor and circular imports)
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…ptations to new diff/filters API
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Module for PDE-based diffusion. This is a pre-PR, tests are missing and some refactoring is foreseen.
The following classes represent the building blocks that can be used to assemble a diffusion operator:
_BalloonForce()_Diffusivity()_DiffusionCoeffcient()Daughter classes of the above implement specific balloon forces, diffusivities and diffusion coefficients (more will be added).
These building blocks can be combined to obtain elements of the class
_DiffusionOp.The user is meant to use one of the following daughter classes of
_DiffusionOp:DivergenceDiffusionOp()SnakeDiffusionOp()TraceDiffusionOp()CurvaturePreservingDiffusionOp()Currently, in the documentation we exhibit all classes and methods, private or not. This is because important bits of the documentation can be found in currently private classes. Final refactoring (of the doc too) will deal with this differently.