Classes | |
| class | cv::superres::BroxOpticalFlow |
| class | cv::superres::DenseOpticalFlowExt |
| class | cv::superres::DualTVL1OpticalFlow |
| class | cv::superres::FarnebackOpticalFlow |
| class | cv::superres::FrameSource |
| class | cv::superres::PyrLKOpticalFlow |
| class | cv::superres::SuperResolution |
| Base class for Super Resolution algorithms. More... | |
Functions | |
| Ptr< FrameSource > | cv::superres::createFrameSource_Camera (int deviceId=0) |
| Ptr< FrameSource > | cv::superres::createFrameSource_Empty () |
| Ptr< FrameSource > | cv::superres::createFrameSource_Video (const String &fileName) |
| Ptr< FrameSource > | cv::superres::createFrameSource_Video_CUDA (const String &fileName) |
| Ptr< BroxOpticalFlow > | cv::superres::createOptFlow_Brox_CUDA () |
| Ptr< DualTVL1OpticalFlow > | cv::superres::createOptFlow_DualTVL1 () |
| Ptr< DualTVL1OpticalFlow > | cv::superres::createOptFlow_DualTVL1_CUDA () |
| Ptr< FarnebackOpticalFlow > | cv::superres::createOptFlow_Farneback () |
| Ptr< FarnebackOpticalFlow > | cv::superres::createOptFlow_Farneback_CUDA () |
| Ptr< PyrLKOpticalFlow > | cv::superres::createOptFlow_PyrLK_CUDA () |
| Ptr< SuperResolution > | cv::superres::createSuperResolution_BTVL1 () |
| Create Bilateral TV-L1 Super Resolution. | |
| Ptr< SuperResolution > | cv::superres::createSuperResolution_BTVL1_CUDA () |
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 described in the papers [Farsiu03] and [Mitzel09] .
Function Documentation
◆ createFrameSource_Camera()
| Ptr< FrameSource > cv::superres::createFrameSource_Camera | ( | int | deviceId = 0 | ) |
#include <opencv2/superres.hpp>
◆ createFrameSource_Empty()
| Ptr< FrameSource > cv::superres::createFrameSource_Empty | ( | ) |
#include <opencv2/superres.hpp>
◆ createFrameSource_Video()
| Ptr< FrameSource > cv::superres::createFrameSource_Video | ( | const String & | fileName | ) |
#include <opencv2/superres.hpp>
◆ createFrameSource_Video_CUDA()
| Ptr< FrameSource > cv::superres::createFrameSource_Video_CUDA | ( | const String & | fileName | ) |
#include <opencv2/superres.hpp>
◆ createOptFlow_Brox_CUDA()
| Ptr< BroxOpticalFlow > cv::superres::createOptFlow_Brox_CUDA | ( | ) |
#include <opencv2/superres/optical_flow.hpp>
◆ createOptFlow_DualTVL1()
| Ptr< DualTVL1OpticalFlow > cv::superres::createOptFlow_DualTVL1 | ( | ) |
#include <opencv2/superres/optical_flow.hpp>
◆ createOptFlow_DualTVL1_CUDA()
| Ptr< DualTVL1OpticalFlow > cv::superres::createOptFlow_DualTVL1_CUDA | ( | ) |
#include <opencv2/superres/optical_flow.hpp>
◆ createOptFlow_Farneback()
| Ptr< FarnebackOpticalFlow > cv::superres::createOptFlow_Farneback | ( | ) |
#include <opencv2/superres/optical_flow.hpp>
◆ createOptFlow_Farneback_CUDA()
| Ptr< FarnebackOpticalFlow > cv::superres::createOptFlow_Farneback_CUDA | ( | ) |
#include <opencv2/superres/optical_flow.hpp>
◆ createOptFlow_PyrLK_CUDA()
| Ptr< PyrLKOpticalFlow > cv::superres::createOptFlow_PyrLK_CUDA | ( | ) |
#include <opencv2/superres/optical_flow.hpp>
◆ createSuperResolution_BTVL1()
| Ptr< SuperResolution > cv::superres::createSuperResolution_BTVL1 | ( | ) |
#include <opencv2/superres.hpp>
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.
◆ createSuperResolution_BTVL1_CUDA()
| Ptr< SuperResolution > cv::superres::createSuperResolution_BTVL1_CUDA | ( | ) |
#include <opencv2/superres.hpp>
