LiDAR – Krishigroup Limited http://www.hawarit.com Working Together ... Sat, 17 Apr 2021 09:11:20 +0000 en hourly 1 http://wordpress.org/?v=6.4.5 https://www.hawarit.com/wp-content/uploads/frontpage/favicon-150x150.png LiDAR – Krishigroup Limited http://www.hawarit.com 32 32 What is LiDAR? http://krishigroup.com/corp/lidar/ Sat, 26 Sep 2020 07:22:44 +0000 http://krishigroup.com/corp/?page_id=1919 What is LiDAR?

LiDAR (Light Detection and Ranging or Laser Imaging Detection and Ranging) is an optical remote sensing technology capable of measuring the distance to and properties of targets by illuminating them with laser light and analyzing the backscattered light.


LiDAR uses a rapidly pulsed laser rangefinder mounted in light aircraft or ground based vehicle, along with differential GPS and INS (Inertial Navigation System) to locate and orient the vehicle. 10 – 30 thousand XYZ points are surveyed per second with a spatial precision of a few decimeters.

Types of LiDAR:

Airborne LiDAR Scan: Airborne lidar is when a laser scanner, while attached to an aircraft during flight, creates a 3-D point cloud model of the landscape. This type of lidar is the most suitable source for generating digital elevation models, replacing photogrammetry. One major advantage in comparison with photogrammetry is the ability to filter out reflections from vegetation from the point cloud model to create a digital terrain model which represents ground surfaces such as rivers, paths, cultural heritage sites, etc., which are concealed by trees. Within the category of airborne lidar, there is sometimes a distinction made between high-altitude and low-altitude applications, but the main difference is a reduction in both accuracy and point density of data acquired at higher altitudes. Airborne lidar can also be used to create bathymetric models in shallow water.
Mobile LiDAR Scan: Mobile LiDAR is the technology that combines multiple sensors. Active sensors, together with Inertial and Global Navigation System, are synchronized on a mobile platform to produce an accurate and precise geospatial 3D point cloud. They allow obtaining a large amount of georeferenced 3D information in a fast and efficient way, which can be used in several applications such as the 3D recording and reconstruction of complex urban areas and/or landscapes. Point density of mobile lidar is significantly higher compared to airborne lidar, making it a more appropriate source for generating highly detailed models for highway, flyovers. This is also widely used to locate overhead wires, light poles, and road signs near roadways or rail lines.
Static LiDAR Scan: Static lidar is the collection of lidar point clouds from a static location. Typically, the lidar sensor is mounted on a tripod mount and is a fully portable, laser-based ranging and imaging system. These systems can collect lidar point clouds inside buildings as well as exteriors. Common applications for this type of lidar are engineering, mining, surveying, and archaeology

Our Lidar Sub-Areas:

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Digitization from LiDAR (DTM, DEM and DSM) http://krishigroup.com/corp/lidar/digitization-from-lidar/ Sat, 26 Sep 2020 04:58:36 +0000 http://krishigroup.com/corp/?page_id=1925 Digitization from LiDAR (DTM, DEM and DSM)

1. Digital Terrain Model (DTM)

The product DTM-design concerns the creation of a Digital Terrain Model for the purpose of road designs. In the DTM, the shape of a terrain is described with break lines. These break lines are captured in the desired coordinate system with the help of LiDAR scan and Panoramic images. By the codes of the break lines, there can be read information about pavement lines, objects, height information about curbs etc.

Fig: Digitized Terrain Model of an intersection of a road.

2. Digital Elevation Model (DEM)

A Digital Elevation Model (DEM) is a representation of elevation data of a landscape. The DEM models are created from the Airborne LiDAR data.

Fig: 0.5m -0.1m Digitized Elevation Model (DEM) of an open terrain.

3. Digital Surface Model (DSM)

A Digital Surface Model (DSM) is a representation of triangulated surface data of a surveyed area. This triangulated surface models can be used for view different aspects of a landscape without any manual digitization.

Fig: Digitized Surface Model (DSM) of an intersection (1 cm triangulated).
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Coloring of LiDAR data using Panoramic image http://krishigroup.com/corp/lidar/coloring-of-lidar/ Sat, 26 Sep 2020 04:57:28 +0000 http://krishigroup.com/corp/?page_id=1923 Coloring of LiDAR data using Panoramic image

We use the rectified Panoramic images and processed Mobile LiDAR scan cloud to create a colored LiDAR with RGB value.

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Fig: Steps of creating colored Point cloud
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Pre-processing of LiDAR and Panoramic images http://krishigroup.com/corp/lidar/pre-processing-lidar/ Sat, 26 Sep 2020 04:55:41 +0000 http://krishigroup.com/corp/?page_id=1921 Pre-processing of LiDAR and Panoramic images

LiDAR pre-processing

In LiDAR pre-processing we fix systematic orientation errors in airborne and mobile laser data. It measures the differences between laser surfaces from overlapping strips of points or differences between laser surfaces and known points. These observed differences are translated into Heading (H), Roll (R) and Pitch (P) corrections for vehicle orientation, as well as height differences (dZ) for inaccurate/unreliable GPS elevation values.

We use various tools as laser scanner calibration tool or as tool for fixing actual project data post-acquisition. When used as calibration tool, it will solve the misalignment between the laser scanner and the Inertial Navigation System (INS). The end results are correction values for H, R and P which apply for the whole dataset.

Panoramic images pre-processing:

Panoramic images pre-processing:


We could use the images from mobile systems can be used to calibrate multiple-camera systems, to improve the positioning of the images from several cameras of a system, to rectify images on the ground .

Fig: Panorama captured from Ground type vehicle
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