LiDAR integration in SURE
Since version 3.0, SURE offers the possibility to use LiDAR data to improve the results both in the 2.5D workflow (DSM, True Ortho, DSM Mesh), as well as in the 3D workflow (3D Mesh). The use of LiDAR data is optional and the Dense Image Matching is completely independent from their provision. The LiDAR point clouds are meant as a complement to the Image data and prove to be particularly useful in situations where the geometry of the surface is difficult to reconstruct from images only, due to photogrammetric constraints (i.e. a Photogrammetry 3D point requires at least 2 lines of sight with no redundancy, while a LiDAR 3D point only requires 1 line of sight).
SURE remains a Surface Reconstruction software based on Dense Image Matching (DIM), making use of the advantages of this data source. Furthermore, there is the possibility of improving the results by adding LiDAR data.
Input / Formats / Requirements
Currently supported formats:
|Data||Format||If LiDAR enabled, data is required in the processing steps|
|LiDAR point cloud files||up to LAS version 1.3 (LAZ supported as well)||DSM and 3D Mesh|
|LiDAR trajectory file||SBET (.out)||3D Mesh|
LiDAR point clouds
SURE will use the first return points (first echo) of the LiDAR point clouds, in the idea that it stays consistent with an Image-based Surface Reconstruction product.
If the LiDAR point clouds have the noise points classified as such, then SURE will ignore those points. Otherwise, it is not necessary that the LiDAR input clouds are classified into other classes such as Ground, Vegetation, etc.
The SBET format (Smoothed Best Estimation of Trajectory) is a binary format describing the trajectory of the LiDAR data acquisition platform. Among others, it usually contains the positional information in the form Latitude, Longitude, Altitude in the WGS84 reference frame. Additionally, each data point contains the Time field, which is stored in week seconds. For more information, please consult the following source.
|Requirement||Explanation / Additional remarks||Required for the processing steps|
|The same coordinate system for LiDAR point clouds and DIM data|
|Time information and Meta Time information contained in the LiDAR point clouds|
|Specification of the correct Coordinate System of the DIM data|
Influence of LiDAR data
|Data based only on DIM||Data based on DIM and LiDAR|
Source: Leica - Bordeaux Oblique dataset (DSM)
Source: IGI - Betzdorf Nadir dataset (3D Mesh)
Source: Melk Nadir dataset (3D Mesh)