The construction method of digital elevation model for waterway underwaterA DEM is established for the underwater topography of the waterway, and the technical route is to construct a tin, manually remove the redundant triangular edges, and then generate a grid dem using several interpolation methods provided in the CAD Objectarx two-time development interface.The experiment compares the accuracy of several interpolation methods, and concludes that th
Reprinted from the Wind Yu Chong Unity3d Tutorial CollegeHeightmap Heightmap, height map. Usually the heightmap height map is stored as gray scale image, which is often said to be grayscale. The more white the point is higher, pure black represents the lowest point, and the plain point represents the highest. 8-bit grayscale graphs have 256 orders. 16-bit grayscale graphs have 65536 orders. If the accuracy is still not enough (for example, to draw a large scene), then you can use the standard RG
Original: EMGU-WPF LiDAR Research-moving object tracking
Next two blog posts:LiDAR data parsing and plotting radar chart? 80738619LiDAR-moving object detection? 80738995and only WPF processing: Drawing 2D laser real-time graphs80739392Based on the above steps in the blog, finally, the tracking algorithm of moving object is realized preliminarily. First on:? lidar each group of data collected (I use "fram
resolution.Castshadows: Let the terrain have a shadow. Like the shadows from the peaks.The following 6 parameters render parameter settings for trees or detail objects.The draw option indicates whether to render objects other than terrain. This is useful when you need to adjust the terrain on the terrain where you do all kinds of things.Detaildistance: When the camera exceeds this distance, the details play a stop display.Detaildenstiy: detailed density. Finer granularity of rendering.Treedista
Original: EMGU-WPF LiDAR research-positioning implementation
The location of a particular position or obstacle is achieved.Read the LiDAR data and store it locally as test data. Each frame data has the deviation to the location information of the same obstacle. So we first sampled the points that needed to be located. During the sampling process, data loss is encountered, or multiple obstructions are det
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I. Current Work Progress
1,
Application in Lidar
Recently, the main task is to read articles on the Application of Parallel Computing in lidar technology. Currently, it is rare to introduce parallel computing into the field of Lidar Data Processing. I have searched for three articles: a grid-based
September 23, the North Branch day painting Company in Zhongguancun Software Park held a product launch, launched two new LiDAR products, of which r-fans-32 is the history of the smallest 32-line LiDAR, C-rans is currently the highest number of local field laser radar.
R-fans is a navigation-based LiDAR developed by North Dakota for autonomous driving, intellige
Original: EMGU-WPF LiDAR Research-moving Object Tracking 2
The initial implementation of the dry tracking, and using dots to mark the obstacles80780205During the test, when there are two obstacles overlapping with the radar scan ray, the information of the obstacle which is far away from the teaching is lost. That is, the data is re-detected when no data is obtained and does not overlap. However, due to the loss of data frames, the algorithm is ju
Introduction
Cloud and aerosol Layer products document the spatial location of major geophysical variables, the surrounding meteorological conditions (such as temperature and pressure), and some of the optical properties of measurements and derivations. The optical properties of the direct measurement include the integral decay backward scattering, the volumetric offset ratio, and the attenuation of the total color ratio. The derived optical properties are properties that can only be obtained b
1. Terrasolid Series Software Introductionterrasolid series software is the first commercial LIDAR data processing software, based on MicroStation development, running on the micorstation system, so users need to be familiar with the MicroStation operation can be very good use of it. It includes: Terramatch, Terrascan, Terramodeler, Terraphoto and other four important modules.2. Introduction to Features and performance2.1 loadingterrasolid s
1. Introduction to terrasolidThe terrasolid series is the first commercial LIDAR data processing software developed based on microstation and runs on the micorstation system. Therefore, users familiar with microstation operations can use it well. It includes four important modules: terramatch, Terrascan, terramodeler, and terraphoto.2. Introduction to features and Performance2.1 LoadThe terrasolid family of software can quickly load
The information that lidar obtains is the distance information with the surrounding object, and it is widely used in the field of mobile robot, especially autonomous mobile robot, so let's start with the autonomous navigation of mobile robot.
Mobile robot navigation means that the mobile robot relies on the sensor to realize the collision-free motion from the starting position to the target position according to the criterion of time, shortest path or
Exelis ENVI v5.3, IDL v8.5, LiDAR v5.3 1DVD Remote sensing image processing platformenvi--Complete Remote sensing image processing platform ENVI (the environment for visualizing Images) is the flag of the United States Exelis Visual Information Solutions CompanyShip products. It is a powerful set of remote sensing image processing software developed by scientists in the field of remote sensing using interactive Data language IDL (Interactive, Language
Phenomenon: LiDAR processes die at the first power-up program from the startCause: The program starts to set the output strength data to: true (default after power failure is: false), and then start reading strength data, but at this time the strength data is not ready, the strength of the function is not initialized some values, causing the program to exitProcessing: 1. Delay before reading the strength data2. Assigning an initial value to an error v
This paper mainly introduces the products of the main laser radar manufacturers in the automatic driving, the parameters, because the price information is not complete, to be completed in succession. Laser Radar
Two core functions of lidar in autonomous driving: 3D environmental awareness slam enhanced positioning
Single-line LiDAR has been widely used, such as sweeping robots, single-line can get things 2
Laser radar has been used in military field earlier, with the development of technology and the reduction of cost, the application of LiDAR has become more and more popular nowadays, so far the field of robot, unmanned aerial vehicle and unmanned driving is becoming an important application field of LiDAR. And the price of laser radar has always been the focus of concern to the industry, the price of import
Earlier, LiDAR was confined to government and military applications. As technology advances and the cost of LIDAR manufacturing is reduced, it is widely penetrated into industrial and commercial areas. But at present domestic laser radar and abroad, in the multi-line lidar there is still a certain gap, but applied to the service robot, sweeping robot
FromCSKLow-cost 3D compaction. Very impressive!
Before introducing the principles, we will first give you some 3D models and demonstration videos after scanning, so as to give you an intuitive understanding.
Video LinkRelated Images:
Corner of the scanned room (click to view original size)
Scanned me (click to view original size)
Scanner
Structure
Briefly introduces the current situation of LIDAR Products
Principle of laser triangular ranging
With the development of technology and the reduction of cost, the field of robot, unmanned aerial vehicle and unmanned driving has become an important application field of LiDAR in the field of laser radar.
There are many kinds of sensors in the field of robotics, including cameras, lidar, millimeter-wave radar, ultrasound, infrared and many other sensors. The features and advantages of each sensor are not
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