What is... (a densified point cloud? an orthomosaic? etc.)

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What is a densified point cloud?

The densified point cloud is a set of 3D points that reconstruct the model. The X,Y,Z position and the color information is stored for each point of the densified point cloud.

The densified point cloud is computed based on the automatic tie points (ATPs) of step 1. Initial Processing. It provides a very accurate background for distance, surface, and volume measurements.

Point_Cloud.png

What is a 3D textured mesh?

The 3D textured mesh is a representation of the model's shape. It consists of vertices, edges, faces, and the texture from the images that are projected on it.

It is useful to present, visualize, upload, and share the model on online platforms. It is intended to look nice more than to be accurate, so it is not recommended to use it for measurements.

3D Textured Mesh

What is an LOD mesh?

The LOD (Level Of Details) mesh represents the 3D textured mesh that contains multiple levels of detail, decreasing the complexity of the model as it is divided into more levels. 

The LOD mesh is useful for visualization on the web and from different types of devices, such as desktop PCs, tablets, and smartphones, when fast loading is needed. It is the ideal output for smooth and efficient navigation for online viewers.

 
Note: The LOD mesh cannot be visualized in PIX4Dmapper. It can be exported and visualized in other software: Skyline TerraBuilder, SuperMap or in web viewers, such as ArcGIS Online.

For step-by-step instructions about exporting the LOD mesh: How to export the 3D textured mesh - PIX4Dmapper.

What is a polyline?

A polyline is a continuous line composed of one or more sub-lines. It is created by specifying the vertices of each line.

polyline

PIX4Dmapper allows drawing 3D polylines, where each vertex has three coordinates. Polylines are typically used to measure distances in the model.

For step-by-step instructions about how to draw a new polyline with the rayCloud: How to draw a Polyline in the rayCloud - PIX4Dmapper
For more information about projected 2D length and terrain 3D length of polylines: Projected 2D length and terrain 3D length of polylines - PIX4Dmapper

What is an orthomosaic?

The orthomosaic is a 2D map. Each point contains X, Y, and color information. The orthomosaic has a uniform scale and can be used for 2D measurements (distance, surface). It corrects the following problems of the input images:

  • The perspective of the camera.
  • Different scale based on the distance that each point of the object/ground has from the camera.

The orthomosaic generation is different from photo stitching. For more information: Photo stitching vs orthomosaic generation - PIX4Dmapper.

orthomosaic

What is a reflectance map?

The reflectance map is mainly used when the input is multispectral/thermal imagery. For more information about the reflectance map vs. orthomosaic: Reflectance map vs orthomosaic.

For each band, PIX4Dmapper produces one reflectance map. The goal is to properly assess the reflectance for a particular feature based on the pixel value in the images. This pixel value is influenced by many factors, including but not limited to:

  • Incoming light.
  • ISO.
  • Aperture.
  • Shutter speed.
  • Sensor response and optical system.
  • Vignetting.

PIX4Dmapper, therefore, uses the camera positions and the reconstructed model to take these different factors into account and produce an accurate reflectance map. To obtain representative results, it is important to have the right equipment. For Pix4D's recommendations concerning camera requirements: Camera Requirements for Precision Agriculture.

 
Note: In order to produce accurate reflectance maps, multispectral imagery can be radiometrically calibrated and corrected by PIX4Dmapper. For more information: Radiometric calibration target - PIX4Dmapper.

What is a DSM?

The digital surface model (DSM) is a 2.5 D model of the mapped area. It can be exported as two different types of files:

  • Raster GeoTIFF.
  • Point cloud (.xyz, .las, .laz).

Each pixel of the raster geotiff file and each point of the point cloud contain (X, Y, Z) information. They do not contain color information.

dsm

For each (X, Y) position, the DSM has only 1 Z value (the altitude of the highest point for this (X, Y) position). This is why it is considered to be a 2.5D model.

 
Example: The edge E in the following image has two vertices with different altitude values (Z2>Z1). In the DSM this edge will only be shown as the point (X, Y, Z2).
 
2.5D house

 

2.5D from top

House - Side view House - Top view - DSM

For more information about how to visualize the raster DSM file: How to visualize the GeoTIFF DSM File - PIX4Dmapper.

What is a DTM?

 
Video: Watch the instructional video related to DTM: here.

The digital terrain model (DTM) is a 2.5 D model of the mapped area after filtering out the objects, like buildings. It can be exported in GeoTIFF raster file format.

Each pixel of the raster file contains (X,Y, Z) information but they do not contain color information.

 

DTM lausanne DSM lausanne
DTM of the city center of Lausanne DSM of the city center of Lausanne

What is an index map?

PIX4Dmapper generates several well-known indices, such as NDVI, as well as custom indices. For more information: Edit, Add, and Delete Indices and Formulas in the Index Calculator - PIX4Dmapper.

Each index is associated with an index map. For each pixel on this map, the pixel's value is derived from the associated reflectance maps.

 
Example: Consider the custom index with the formula (RED NIR) / (GREEN + 1) and a fixed pixel. Say the associated pixel in the reflectance maps has the following values:
  • Pixel value in the red reflectance map: 0.4.
  • Pixel value in the NIR reflectance map: 0.6.
  • Pixel value in the green reflectance map: 0.1.
The value of this pixel in the index map is (0.4 0.6) / (0.1 + 1) = 0.18.
For more information about how to generate index maps: How to generate an Index Map / Index Grid in the Index Calculator.
 
index map
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20 comments

  • Dominic Fillion

    I want to import a point cloud on the cloud, but there are 4 files (part 1 to 4). But when I am on the cloud, there is only the option to upload one part, so the project is 1/4 on the 3D, is there a way to import the 4 part ??

  • Alice (Pix4D)

    Hi Dominic, to merge the point cloud files that have been generated locally, check this other Support article https://support.pix4d.com/hc/en-us/articles/206364863-How-to-merge-the-Tiles-of-the-Point-Cloud

  • berry njr

    orthomosaic not working

  • Avatar
    Momtanu (Pix4D)

    Berry,

    We would need more details to help. Can you describe what is happening? Are you getting any error? A screenshot would be good to have.

  • Geopartner Geopartner

    Hello, how can I separate orthomosaic into pieces or export it to different files (after transformation I have file that is about 6gb), so I can upload them to CAD program separately?

  • Avatar
    Momtanu (Pix4D)

    Hi, It seems you are having issues importing a big tiff file to CAD. You can have a look here: https://community.pix4d.com/t/very-large-pix4d-orthomosaic-not-importing-in-autodesk-civil-3d/7476/2. The smaller tiles should be automatically generated in every project. I would recommend doublechecking the …\3_dsm_ortho\2_mosaic\tiles 1  folder and loading each individual tile in AutoCAD. 

  • Geopartner Geopartner

    Thanks a lot, have a nice day

  • Dominic Fillion

    Is there a way to clean a 3D roof by modifying the point could on the desktop to be able to measure what is under a roof ? Thank you.

  • Teo (Pix4D)

    Hi Dominic, 

    Pix4Dmapper provides an editing tool, which you can use to improve the point cloud, remove noise or reassign point cloud to different classes. More details can be found in this article: https://support.pix4d.com/hc/en-us/articles/202560499-How-to-edit-the-point-cloud-in-the-rayCloud

    Best,

    Teodora

  • joice silva

    Não esta sendo processado o orthomosaico no pix4Dcloud 

  • joice silva

    Alguem pode me ajudar ? 

  • Zendesk Admin Service Account

    Hola Joice, por favor describe el problema con más detallas en nuestro Foro.

  • Crockett Walter

    Is it possible to export a single 5 band tiff as a reflectance map from Pix4D Mapper? I am struggling to find this in the documentation and export files.

  • Avatar
    Momtanu (Pix4D)

    Crockett, Unfortunately, that is not possible. You will need to use the single band reflectance maps and then make a 5 band composite in QGIS or ArcGIS.

  • Cody Purchase

    Hello, I am having difficulty uploading a orthomosaic into a cloud project. The DSM is uploading and showing in the right spot but the Orthomosaic is not showing up at all. I have processed locally and I'm pretty sure I've used the correct coordinate system. 

  • Avatar
    Momtanu (Pix4D)

    This error is expected for outputs having a significant size and/or a complex geometry. In this case, the tiling process failed, meaning that the generated 2D output could not be split into smaller web maps (tiles) for several zoom levels and, for this reason, the output cannot be displayed. You can reduce the resolution in QGIS or Pix4D and upload again.

  • Niek Broekhoven

    I was wondering is the orthomosaic included in the free trial version?
    I've downloaded Pix4Ddiscovery and I can only merge rasters to pointclouds but I need to merge them to a new raster

    If this is not possible with the version I got and the trial, is there a possibility that I could use this on free base?

     

    Greetings, Niek

    Edited by Niek Broekhoven
  • Avatar
    Momtanu (Pix4D)

    The trial version has all the features. Pix4D discovery is our free version and some features are disabled. If you do not have a trial and want one, I would recommend reaching out to the sales team.

  • Michael Young

    I left my computer on to process step 3 overnight. When I woke up the computer had restarted. After logging into Pix4D I see that Step 3 is now green in the processing workflow but I don't see my orthomosiac in the folder. Does this mean that Step 3 didn't really finish?

  • Avatar
    Momtanu (Pix4D)

    Can you check the processing options to see if geotiff was enabled?

     

     

    If not, the orthomosaic will not be generated. In that case, you have to enable the outputs you need, and process step 3 again.

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