GCPs and MTPs are used to improve the absolute and relative accuracy of photogrammetric projects while Checkpoints are used for quality assessment:
- Ground Control Points (GCPs) are points with known coordinates. Typically, GCP coordinates are very precise and are measured using RTK/PPK GNSS receivers or total stations. GCPs are used to accurately georeference a project to assess the accuracy of the reconstruction.
- Manual Tie Points (MTPs) are 3D points corresponding to features that are marked (clicked) by the user in the images. They are used for assessing and improving reconstruction accuracy.
- Checkpoints are used to assess the absolute accuracy of the model and are not used for georeferencing the project.
In this article, we will refer to GCPs, MTPs, and Checkpoints with the general term Tie Points.
Tie points can be imported and marked at different stages:
- Before the Calibrate step: This requires more manual work as the position of Tie Points on images is not precise as it is determined only based on the initial image geolocation and orientation. However, marking the Tie Points before processing can eliminate the need for reprocessing or reoptimizing the Calibrate step.
- After the Calibrate step: The position of Tie Points on images is more precise as external and internal camera parameters are calculated. However, you will need to reprocess or reoptimize the Calibrate step.
In this article:
Import Tie Points
Import and export marks (Optional)
Add Manual Tie Points
Mark Tie Points
Automatic target detection, AutoGCP algorithm
Automatic marking, Auto-mark algorithm
Use Tie Points for processing
Check Tie Points errors
Tie points panel
Outliers
Quality report panel
Import Tie Points
It is possible to import GCPs and Checkpoints in the .txt or .csv file format. For more information see GCPs import format article.
Importing a GCP .txt file into PIX4Dmatic.
To import Tie Points coordinates:
- Click
Tie Points to open the Tie Points table.
- Drag and drop, or use the Select from disk option to specify the file with GCPs.
- Define the Horizontal and vertical coordinate reference system.
- (Optional) Define the Geoid or Geoid height.
- Click Apply.
After the Tie Points are imported, they are displayed in the Tie points table, the 2D and 3D view.
Import and export marks (Optional)
Import marks
It is possible to import marks from PIX4Dmatic and PIX4Dmapper projects. This way it is not needed to mark them in the images again.
To import tie point marks:
- Click
Tie Points >
> Import marks... or
- Click Menu bar > File >
Import marks...
- In the Import marks dialog, enter the File name and click Open.
For more information: How to import and export Tie Points marks - PIX4Dmatic.
Export marks
To export tie point marks:
- Click
Tie Points >
>
Export marks...
- In the Export marks dialog, enter the File name and click Save.
Add Manual Tie Points
To add MTPs in the project:
- [1] In the Image viewer, click
MTP, or
- [2] In the Image viewer, right-click the image and click Add & and mark new MTP, or
- [3] In the Tie points panel, click
and
Add tie point.
It is possible to add MTPs from the image viewer [1], [2], or from the Tie points panel [3].
Mark Tie Points
Once Tie Points are imported or added, they can be marked either before running the processing or after.
To do so:
- In the
Tie Points panel, click the Tie Point, or select the point in the 3D view.
- On images, use left-click to mark the Tie Point. A yellow cross -
appears each time the Tie Point is marked.
- (Optional) Repeat steps 1 and 2 for the rest of the Tie Points.
Automatic target detection - AutoGCP algorithm
AutoGCPs algorithm automatically locates targets in images and detects their centers with pixel-level accuracy. It reduces the time needed for tie points marking.
The Run AutoGCP is available when:
- The Calibrate step is completed.
- Tie points are imported.
- GCP and Checkpoint type of tie points are available.
More information about the algorithm and the best practices is available here: Automatic target detection, AutoGCP algorithm.
Automatic marking, Auto-mark algorithm
The Automatic marking (Auto-mark) algorithm is used to automatically propagate marks on images. It is available when:
- The Calibrate step is completed.
- At least two marks are added manually on images.
The Auto-mark algorithm reduces time needed for marking as it automatically places marks on additional images.
The algorithm searches for automatic color correlation of a feature on the rest of images. Thereby, the position of the marked feature will be optimized in additional images if the color correlation is good. The images that have a yellow cross are taken into account for processing during Calibrate step.
Use Tie Points for processing
We recommend adding the Tie Points before processing the project. In case that GCPs and Checkpoints with a different coordinate system are imported after processing, the images will need to be reprocessed and previous calculations will be lost.
To process the project:
- Click Process
or,
- On the Menu bar, click Process > Calibrate.
Checking Tie Points errors
Introducing Tie Points in the project gives insights into the accuracy of the reconstruction:
- GCPs and Checkpoints are used to assess absolute accuracy.
- MTPs are used to assess the relative accuracy.
For more information: What is the relative and absolute accuracy of drone mapping.
Tie points panel
In the Tie Points panel the following can be used to assess the quality of the reconstruction:
- [1] Reprojection error [px], the reprojection error of the Tie Point on images.
- [2] Position error X [units], The difference between the computed and the initial position of the ground control point in the X-axis, i.e., initial position - computed position.
- [3] Position error Y [units], The difference between the computed and the initial position of the ground control point in the Y-axis, i.e., initial position - computed position.
- [4] Position error Z [units], The difference between the computed and the initial position of the ground control point in the Z-axis, i.e., initial position - computed position.
- [5] Outliers, a detected Tie Point mark that does not fit with the calculated position.
The Tie Points panel includes information about reprojection and positional errors of each marked point.
Outliers
When a Tie point does not fit within the calculated position it is then considered an outlier. In PIX4Dmatic, this is indicated by a red circle in the Tie points table found in the Status center.
For more information on how to handle tie point outliers please click here:
How to handle tie point outliers - PIX4Dmatic
Quality report panel
The following is available after running the Calibrate or Reoptimize cameras step:
-
Detailed quality report (.txt):
- In the Report panel, Click
- On the Menu bar > File, click Export quality report...
- In the Report panel, Click
-
General quality report :
- On the right bar, click Report
- On the right bar, click Report
For a detailed description of values included in the quality report: Quality report - PIX4Dmatic.
How can you assess the accuracy of the model using checkpoints? I do not see an option for checkpoints therefore I have no way to verify the accuracy of the model which makes this SW pretty much obsolete for any surveying applications.
Hi Jack,
Nice to see you are using PIX4Dmatic (:
At the moment, only GCPs are available inPIX4Dmatic. We are working on supporting checkpoints in order to give users a better way to verify the accuracy of the reconstruction. If things go as planned, checkpoints could be available by the end of the year.
Best,
Check points would be an awesome addition. Right now we're using Global Mapper.
Tom - MJ Engineering and Land Surveying
Hi Thomas and Jack,
Checkpoints are available in PIX4Dmatic and you will be able to use them for quality assessment.
After you import the Tie Points, make sure to change the type from GCP to Checkpoint.
Once the calibrate step is finished, you can assess the errors either directly in the Tie points table or in the Quality report.
Best,