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Dependents: RZ_A2M_Mbed_samples
Super Resolution
The Super Resolution module contains a set of functions and classes that can be used to solve the problem of resolution enhancement. More...
Data Structures | |
| class | SuperResolution |
| Base class for Super Resolution algorithms. More... | |
Functions | |
| CV_EXPORTS Ptr< SuperResolution > | createSuperResolution_BTVL1 () |
| Create Bilateral TV-L1 Super Resolution. | |
Detailed Description
The Super Resolution module contains a set of functions and classes that can be used to solve the problem of resolution enhancement.
There are a few methods implemented, most of them are descibed in the papers Farsiu03 and Mitzel09 .
Function Documentation
| CV_EXPORTS Ptr<SuperResolution> cv::superres::createSuperResolution_BTVL1 | ( | ) |
Create Bilateral TV-L1 Super Resolution.
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:
- **int scale** Scale factor.
- **int iterations** Iteration count.
- **double tau** Asymptotic value of steepest descent method.
- **double lambda** Weight parameter to balance data term and smoothness term.
- **double alpha** Parameter of spacial distribution in Bilateral-TV.
- **int btvKernelSize** Kernel size of Bilateral-TV filter.
- **int blurKernelSize** Gaussian blur kernel size.
- **double blurSigma** Gaussian blur sigma.
- **int temporalAreaRadius** Radius of the temporal search area.
- **Ptr<DenseOpticalFlowExt> opticalFlow** Dense optical flow algorithm.
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