OpenCV  4.10.0
Open Source Computer Vision
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Video Stabilization

Topics

 Global Motion Estimation
 Fast Marching Method

Detailed Description

The video stabilization module contains a set of functions and classes that can be used to solve the problem of video stabilization. There are a few methods implemented, most of them are described in the papers [OF06] and [G11] . However, there are some extensions and deviations from the original paper methods.

References

  1. "Full-Frame Video Stabilization with Motion Inpainting" Yasuyuki Matsushita, Eyal Ofek, Weina Ge, Xiaoou Tang, Senior Member, and Heung-Yeung Shum
  2. "Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths" Matthias Grundmann, Vivek Kwatra, Irfan Essa

Classes

class  cv::videostab::ColorAverageInpainter
class  cv::videostab::ColorInpainter
class  cv::videostab::ConsistentMosaicInpainter
class  cv::videostab::DeblurerBase
class  cv::videostab::IDenseOptFlowEstimator
class  cv::videostab::IFrameSource
class  cv::videostab::ILog
class  cv::videostab::InpainterBase
class  cv::videostab::InpaintingPipeline
class  cv::videostab::IOutlierRejector
class  cv::videostab::ISparseOptFlowEstimator
class  cv::videostab::LogToStdout
class  cv::videostab::MaskFrameSource
class  cv::videostab::MoreAccurateMotionWobbleSuppressor
class  cv::videostab::MoreAccurateMotionWobbleSuppressorBase
class  cv::videostab::MotionInpainter
class  cv::videostab::NullDeblurer
class  cv::videostab::NullFrameSource
class  cv::videostab::NullInpainter
class  cv::videostab::NullLog
class  cv::videostab::NullOutlierRejector
class  cv::videostab::NullWobbleSuppressor
class  cv::videostab::OnePassStabilizer
class  cv::videostab::PyrLkOptFlowEstimatorBase
class  cv::videostab::SparsePyrLkOptFlowEstimator
class  cv::videostab::StabilizerBase
class  cv::videostab::TranslationBasedLocalOutlierRejector
class  cv::videostab::TwoPassStabilizer
class  cv::videostab::VideoFileSource
class  cv::videostab::WeightingDeblurer
class  cv::videostab::WobbleSuppressorBase

Functions

 cv::videostab::ColorInpainter::ColorInpainter (int method=INPAINT_TELEA, double radius=2.)
template<typename T>
const T & cv::videostab::at (int idx, const std::vector< T > &items)
template<typename T>
T & cv::videostab::at (int idx, std::vector< T > &items)
float cv::videostab::calcBlurriness (const Mat &frame)
void cv::videostab::calcFlowMask (const Mat &flowX, const Mat &flowY, const Mat &errors, float maxError, const Mat &mask0, const Mat &mask1, Mat &flowMask)
void cv::videostab::completeFrameAccordingToFlow (const Mat &flowMask, const Mat &flowX, const Mat &flowY, const Mat &frame1, const Mat &mask1, float distThresh, Mat &frame0, Mat &mask0)

Function Documentation

◆ ColorInpainter()

cv::videostab::ColorInpainter::ColorInpainter ( int method = INPAINT_TELEA,
double radius = 2. )
inline

◆ at() [1/2]

template<typename T>
const T & cv::videostab::at ( int idx,
const std::vector< T > & items )
inline

◆ at() [2/2]

template<typename T>
T & cv::videostab::at ( int idx,
std::vector< T > & items )
inline

◆ calcBlurriness()

float cv::videostab::calcBlurriness ( const Mat & frame)

◆ calcFlowMask()

void cv::videostab::calcFlowMask ( const Mat & flowX,
const Mat & flowY,
const Mat & errors,
float maxError,
const Mat & mask0,
const Mat & mask1,
Mat & flowMask )

◆ completeFrameAccordingToFlow()

void cv::videostab::completeFrameAccordingToFlow ( const Mat & flowMask,
const Mat & flowX,
const Mat & flowY,
const Mat & frame1,
const Mat & mask1,
float distThresh,
Mat & frame0,
Mat & mask0 )