Advanced Lidar Data Processing with Lastools

نویسندگان

  • C. Hug
  • W. Fuchs
چکیده

This paper introduces LasTools, a new software suite for the operational processing of data from advanced airborne lidar sensor systems. LasTools provides the tools required to generate DSMs and DTMs from raw or basically preprocessed lidar data in a stand-alone application. It features intelligent management of project data, import and geocoding of raw lidar and image data, system calibration, filtering and classification of lidar data, generation of elevation models, and the export of the results in various common formats. Special emphasis is laid on an intuitive graphical user interface and streamlined workflow to enable efficient and rapid production. Additionally, LasTools provides features for the handling and processing of advanced lidar data like return signal waveforms and true surface color, as well as the rapid integration of lidar and digital image data into digital orthoimages. The paper describes the approach taken by LasTools to efficiently organize and handle the large amounts of data generated by emerging advanced lidar systems with waveform sampling and digital image registration. It discusses the segmentation-based objectoriented filtering technique at the heart of the LasTools classification engine that achieves a high degree of automation for lidar point classification and feature extraction. The user interface philosophy for rapid data visualization and highly efficient interactive editing is highlighted. Finally, the instruments for quality control incorporated into LasTools at all stages of the processing workflow are presented. * Corresponding author.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Validar: a testbed for advanced 2-micron Doppler lidar

High-energy 2-μm lasers have been incorporated in a breadboard coherent Doppler lidar to test component technologies and explore applications for remote sensing of the atmosphere. Design of the lidar is presented including aspects in the laser transmitter, receiver, photodetector, and signal processing. Sample data is presented on wind profiling and CO2 concentration measurements.

متن کامل

Design and Evaluation of a Lidar-Based Feedforward Controller for the INNWIND.EU 10 MW Wind Turbine

For the development of the next generation of multi megawatt wind turbines, advanced control concepts are one of the major tasks. Reduction of fatigue and extreme loading could help to improve the overall design process and make plants more cost effective. This work deals with the application of the promising methodology of feedforward control using nacellebased lidar sensor measurements on a 1...

متن کامل

Conditional Random Fields for Airborne Lidar Point Cloud Classification in Urban Area

Over the past decades, urban growth has been known as a worldwide phenomenon that includes widening process and expanding pattern. While the cities are changing rapidly, their quantitative analysis as well as decision making in urban planning can benefit from two-dimensional (2D) and three-dimensional (3D) digital models. The recent developments in imaging and non-imaging sensor technologies, s...

متن کامل

A Progressive Quality Control to Improve the Accuracy of Lidar Data Processing

Quick data acquisition using LiDAR, is a way to generate dense accurate DEM. The difference with an image recorded by a standard digital camera is that the LiDAR recorded points do not have a regular distribution. The quality and the true resolution could be variable to traditional photogrammetry. So in application of airborne LiDAR, the accuracy of LiDAR data is ambiguous. Actually LiDAR quali...

متن کامل

Integration of Visible Image and LIDAR Altimetric Data for Semi-Automatic Detection and Measuring the Boundari of Features

This paper presents a new method for detecting the features using LiDAR data and visible images. The proposed features detection algorithm has the lowest dependency on region and the type of sensor used for imaging, and about any input LiDAR and image data, including visible bands (red, green and blue) with high spatial resolution, identify features with acceptable accuracy. In the proposed app...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004