Aim
In this course we will learn the alternative image analysis paradigm of object-based image classification. Image objects are areas in images which consist of pixels from the same land-cover class (e.g. buildings, water surfaces, vegetation) and allow the application of additional image classification methods in comparison to pure pixel-based methods and the integration of multi-modal date (e.g. vector data).
Content
In the course we will use satellite images and high resolution aerial images in combination with vector data and analyze various image classification methods (nearest neighbor -> random forests -> deep learning) to extract relevant information from the images.
We will use the software “eCognition”.
The course will be held on 3 days in Würzburg plus an introductory lecture which is being held online.
Session 1: getting to know to image objects and eConition software, basic classification methods
Session 2: advanced classification (Machine Learning)
Session 3: Deep Learning
Coding
Software
Techniques
Content
General Course News and Updates
semester wrap-up by our latest EAGLE generation
Our latest generation of EAGLEs just wrote a nice blog post summarizing their first months within the EAGLE program, outlining how they bonded and formed a group plus how they experienced their first earth observation courses within our international M.Sc. program:...
Internship Report by Sharmin Shara Mim on February 27 at 12:30 p.m.
On Tuesday, February 27 at 12:30 Sharmin Shara Mim will present her internship report on global aquaculture production (seminar room 3, John-Skilton-Str. 4a). From the abstract: Global aquaculture production has been increasing recently. Asia has a positive...
Internship Presentation on February 27 at 12:00 p.m.
On Tuesday, February 27 at 12:00 Luisa Pflumm will present her innolab report on developing a processing pipeline to produce photogrammetry products in UAS acquired imagery using Agisoft Metashape software (seminar room 3, John-Skilton-Str. 4a). The work of the...
International Day of Women and Girls in Science
We would like to celebrate the International Day of Women and Girls in Science with you! It is celebrated annually on February 11th. This day aims to promote full and equal access to science for women and girls, as well as to recognize the achievements of women in...
GRASS GIS introduced in our EAGLE MSc
The very powerful and versatile spatial analysis program, GRASS, is introduced today within our EAGLE spatial data software course. GRASS provides a wide variety of functions, but just a few possibilities such as VI calculation, time-series or Python programming in...
Introduction to Whitebox software
The Whitebox geospatial software offers a wide range of functionality which are partly also not available in other packages, such as hydrological analysis or Lidar processing. Our earth observation EAGLE students are learning diverse geospatial software packages in...
Internship Networking event
Our EAGLEs have to conduct two internship and like to do them in quite diverse fields. Their research interests range from dry ecosystems to mountains, from conservation to agriculture, from the Arctic to Africa and from Earth Observation companies to large research...
UAS application in a biosphere reserve
Our EAGLE Helena Wehner presented her work in the Rhoen biosphere reserve where she tested the potential of low cost consumer drones for conservation. She aimed at mapping animal tracks using photogrammetry approaches in snowy landscapes. The structure through...
Online RStoolbox bug code sprint
Our new maintainer, konstantin Mueller, one of our EAGLE students, migrated the remote sensing R package to sf, terra/stars and got it back onto cran. However, as usual various bugs are still around and during our eagle remote sensing programming lecture the youngest...
EAGLE student Konstantin Müller is a guest scientist in Japan
Our EAGLE student Konstantin Müller is a guest scientist at The International Research Institute for Disaster Science (IRIDeS) in Japan The IRIDeS is dedicated to advancing research and understanding in the realm of disaster science. Situated in Japan, IRIDeS plays an...