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
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EAGLE Master Defense: Spatio-temporal Forest Structure Dynamics in Germany: A Synthesis of Remote Sensing Products
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News article: EAGLEs Use Drones for Innovative Conservation Efforts in Seychelles
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EAGLE Master Theses defense “Revealing Inconsistencies in Population Datasets in Refugee and IDP Camps”
On April 03, 2025, Lallu Nikerthil Prathapan will present her Master Thesis " Revealing Inconsistencies in Population Datasets in Refugee and IDP Camps " at 15:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Accurate population estimates are crucial for...
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course on Theory and Practice of UAS Operation and Methods
Last week our staff members Antonio Gomez Castaneda and Luisa Pflumm did an UAS course within out EAGLE M.Sc. program. The primary objective of this course is to prepare students — from having no prior experience — to safely operate drones for scientific applications....
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In the world of science, research is only as powerful as its communication. At the EAGLE MSc program, we recognize that technical expertise alone isn’t enough—soft skills like scientific writing, visual storytelling, and presentation skills are just as crucial. That’s...
EAGLE Master Defense “High Performance Computing for Earth Observation Time Series Analysis: A Case Study on Glacier Dynamics on the Antarctic Peninsula”
On February 28, 2025, Sarah Leibrock will present her internship on "High Performance Computing for Earth Observation Time Series Analysis: A Case Study on Glacier Dynamics on the Antarctic Peninsula" at 11:00 in seminar room 3, John-Skilton-Str. 4a.High Performance...