OPTIMIZING LOW-COST UAV AERIAL IMAGE MOSAICING FOR CROP GROWTH MONITORING

نویسندگان

چکیده

Abstract. High spatial resolution images acquired with drones can provide useful information to farmers for devising suitable management practices and increase crop yield. Data collected as individual frames or have be mosaiced using pattern recognition matching process. Most flight missions collect hundreds of photos high overlap side in order generate mosaic without data gaps distortion. These are aligned the location associated each image. The same features identified multiple generating mosaic. In this process, it is common use all most which requires a lot resources. Uploading processing could take several hours days. Many consultants developing countries may not necessary resources upload images. This study assessed optimal number required an image field any Images were at two different heights directions. First, was generated (100%) followed by subsets containing 90%, through 50% Results obtained will assist us plan settings future acquiring

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

Low Cost UAV-based Remote Sensing for Autonomous Wildlife Monitoring

In recent years, developments in unmanned aerial vehicles, lightweight on-board computers, and low-cost thermal imaging sensors offer a new opportunity for wildlife monitoring. In contrast with traditional methods now surveying endangered species to obtain population and location has become more cost-effective and least time-consuming. In this paper, a low-cost UAV-based remote sensing platform...

متن کامل

Unmanned Aerial Vehicle (UAV) for Monitoring Soil Erosion in Morocco

This article presents an environmental remote sensing application using a UAV that is specifically aimed at reducing the data gap between field scale and satellite scale in soil erosion monitoring in Morocco. A fixed-wing aircraft type Sirius I (MAVinci, Germany) equipped with a digital system camera (Panasonic) is employed. UAV surveys are conducted over different study sites with varying exte...

متن کامل

A Low-Cost System Based on Image Analysis for Monitoring the Crystal Growth Process

Many techniques are used to monitor one or more of the phenomena involved in the crystallization process. One of the challenges in crystal growth monitoring is finding techniques that allow direct interpretation of the data. The present study used a low-cost system, composed of a commercial webcam and a simple white LED (Light Emitting Diode) illuminator, to follow the calcium carbonate crystal...

متن کامل

Image Mosaicking for Low-Altitude Aerial Surveillance

Overhead surveillance and mapping is becoming increasingly important in a number of areas with commercial, economic, and military applications. Effective algorithms for mosaicking are essential in building maps of large-scale areas; further, key steps in the mosaicking process such as feature matching and verification have implications in the rapidly growing area of robotic navigation and local...

متن کامل

Development of an Unmanned Aerial Vehicle-Borne Crop-Growth Monitoring System

In view of the demand for a low-cost, high-throughput method for the continuous acquisition of crop growth information, this study describes a crop-growth monitoring system which uses an unmanned aerial vehicle (UAV) as an operating platform. The system is capable of real-time online acquisition of various major indexes, e.g., the normalized difference vegetation index (NDVI) of the crop canopy...

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: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

سال: 2021

ISSN: ['1682-1777', '1682-1750', '2194-9034']

DOI: https://doi.org/10.5194/isprs-archives-xliv-m-3-2021-7-2021