| OpenCV 3.4.1 Open Source Computer Vision

Functions
Experimental 2D Features Matching Algorithm
Extra 2D Features Framework

## Functions
void | cv::xfeatures2d::matchGMS (const Size &size1, const Size &size2, const std::vector< KeyPoint > &keypoints1, const std::vector< KeyPoint > &keypoints2, const std::vector< DMatch > &matches1to2, std::vector< DMatch > &matchesGMS, const bool withRotation=false, const bool withScale=false, const double thresholdFactor=6.0)
| GMS (Grid-based Motion Statistics) feature matching strategy by [14] . More...

## Detailed Description

This section describes the GMS (Grid-based Motion Statistics) matching strategy.

## Function Documentation

## § matchGMS()

void cv::xfeatures2d::matchGMS | ( | const Size & | size1,
|  | const Size & | size2,
|  | const std::vector< KeyPoint > & | keypoints1,
|  | const std::vector< KeyPoint > & | keypoints2,
|  | const std::vector< DMatch > & | matches1to2,
|  | std::vector< DMatch > & | matchesGMS,
|  | const bool | withRotation = `false`,
|  | const bool | withScale = `false`,
|  | const double | thresholdFactor = `6.0`
| ) |  |

Python:
| matchesGMS | = | cv.xfeatures2d.matchGMS( | size1, size2, keypoints1, keypoints2, matches1to2[, withRotation[, withScale[, thresholdFactor]]] | )

GMS (Grid-based Motion Statistics) feature matching strategy by [14] .

Parameters

  size1 | Input size of image1.
  size2 | Input size of image2.
  keypoints1 | Input keypoints of image1.
  keypoints2 | Input keypoints of image2.
  matches1to2 | Input 1-nearest neighbor matches.
  matchesGMS | Matches returned by the GMS matching strategy.
  withRotation | Take rotation transformation into account.
  withScale | Take scale transformation into account.
  thresholdFactor | The higher, the less matches.

Note
  Since GMS works well when the number of features is large, we recommend to use the ORB feature and set FastThreshold to 0 to get as many as possible features quickly. If matching results are not satisfying, please add more features. (We use 10000 for images with 640 X 480). If your images have big rotation and scale changes, please set withRotation or withScale to true.