Create Bilateral TV-L1 Super Resolution

obj = cv.SuperResolution(superresType)

Input

• superresType Super resolution algorithm type, one of:
  • BTVL1 Bilateral TV-L1 on CPU. This is the default.
  • BTVL1_CUDA Bilateral TV-L1 on GPU (requires CUDA).

This class implements Super Resolution algorithm described in the papers [Farsiu03] and [Mitzel09].

Here are important members of the class that control the algorithm, which you can set after constructing the class instance:

• Scale (int) Scale factor.
• Iterations (int) Iteration count.
• Tau (double) Asymptotic value of steepest descent method.
• Lambda (double) Weight parameter to balance data term and smoothness term.
• Alpha (double) Parameter of spacial distribution in Bilateral-TV.
• KernelSize (int) Kernel size of Bilateral-TV filter.
• BlurKernelSize (int) Gaussian blur kernel size.
• BlurSigma (double) Gaussian blur sigma.
• TemporalAreaRadius (int) Radius of the temporal search area.
• OpticalFlow Dense optical flow algorithm.