Diseño de un sistema de cuantificación automática de biomasa basado en procesamiento de imágenes y fotogrametría con vehículos aéreos no tripulados

 

Authors
Cordero-Quirós, Javier Alonso
Format
BachelorThesis
Status
publishedVersion
Description

Proyecto Final de Graduación (Licenciatura en Ingeniería Electrónica) Instituto Tecnológico de Costa Rica, Escuela de Ingeniería Electrónica, 2018
This work presents the design and validation of a software system able to count trees automatically, applying image segmentation and machine learning techniques to two-dimensional photogrammetric products generated by an image sensor on board an UAS system. Through a photogrammetric flight methodology, it is possible to generate a digital elevation model and orthomosaic of the region of interest. Which then, are processed by the software system to extract, identify and quantify tree physical properties in this case. Finally, the obtained properties are used for a biomass estimation according to a state of art theoretical model.

Publication Year
2018
Language
Español
Topic
Vegetación
Fotogrametría
Segmentación
Imágenes
Sistemas
Visión
Computadoras
Research Subject Categories::TECHNOLOGY::Electrical engineering, electronics and photonics::Electronics
Fuente
RepositorioTEC
Get full text
https://hdl.handle.net/2238/10429
Derechos
openAccess
Licencia