Static and Dynamic Algorithms for Terrain Classification in UAV Aerial Imagery

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Random Forest and Objected-based Classification for Forest Pest Extraction from Uav Aerial Imagery

Forest pest is one of the most important factors affecting the health of forest. However, since it is difficult to figure out the pest areas and to predict the spreading ways just to partially control and exterminate it has not effective enough so far now. The infected areas by it have continuously spreaded out at present. Thus the introduction of spatial information technology is highly demand...

متن کامل

3D Classification of Urban Features Based on Integration of Structural and Spectral Information from UAV Imagery

Three-dimensional classification of urban features is one of the important tools for urban management and the basis of many analyzes in photogrammetry and remote sensing. Therefore, it is applied in many applications such as planning, urban management and disaster management. In this study, dense point clouds extracted from dense image matching is applied for classification in urban areas. Appl...

متن کامل

Aerial Imagery Classification and Path Planning

the purpose of our research is to improve navigation capabilities of an Unmanned Ground Vehicle (UGV) by increasing its perception range utilizing aerial or satellite imagery. We propose an adaptive system that consists of an image classifier, cost map generator and path planner, which is used for long-term path planning using overhead imagery.

متن کامل

Comparison of Machine Learning Algorithms for Broad Leaf Species Classification Using UAV-RGB Images

Abstract: Knowing the tree species combination of forests provides valuable information for studying the forest’s economic value, fire risk assessment, biodiversity monitoring, and wildlife habitat improvement. Fieldwork is often time-consuming and labor-required, free satellite data are available in coarse resolution and the use of manned aircraft is relatively costly. Recently, unmanned aeria...

متن کامل

Static Vehicle Detection and Analysis in Aerial Imagery using Depth

This report proposes an approach to automatically detect static vehicles in an outdoor parking space using depth. The relevant 3D information is generated from a Digital Surface Model (DSM), which is a result of a novel and existing technique to solve camera pose estimation and dense reconstruction simultaneously. Validation using local 2D features, based on existing methods, is then done to en...

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

ژورنال

عنوان ژورنال: Remote Sensing

سال: 2019

ISSN: 2072-4292

DOI: 10.3390/rs11212501