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
EAGLE Master Defense: Enhancing Land Cover Classification in Southern Africa Using Multi-Sensor and Multi-Algorithm Approaches
On June 10, 2025, Christobal Tobbin will present his Master Thesis on " Enhancing Land Cover Classification in Southern Africa Using Multi-Sensor and Multi-Algorithm Approaches" at 12:00 online. From the abstract: The Kavango-Zambezi (KAZA) region which is a part of...
Radio Bavaria BR2 covered our activities at the Africa-Festival
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🎓 Congratulations to Sunniva McKeever on a Successful MSc Defense! 🌍🌲
Today, we proudly celebrate our MSc student Sunniva McKeever, who has just successfully defended her Master thesis entitled: “Spatio-temporal Forest Structure Dynamics in Germany: A Synthesis of Remote Sensing Products.” Supervised by Prof. Dr. Tobias Ullmann,...
🚀 Hats Off to Janik Hoffmann for His Successful MSc Defense! 🛰📈
A big congratulations to Janik Hoffmann, who successfully defended his Master thesis today on the cutting-edge topic: “Deep Learning-driven SAR Image Super-Resolution.” Supervised by Prof. Dr. Tobias Ullmann and Dr. Wolfgang Koppe (Airbus Defence and Space GmbH),...
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Spatial R Packages Showcase by our EAGLE students
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EAGLE Master Defense: Deep Learning-driven SAR Image Super-Resolution
On May 20, 2025, Janik Hoffmann will present his Master thesis on Deep Learning-driven SAR Image Super-Resolution" at 13:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Synthetic Aperture Radar (SAR) is a microwave remote sensing system that is used for...
EAGLE Master Defense: Spatio-temporal Forest Structure Dynamics in Germany: A Synthesis of Remote Sensing Products
On May 20, 2025, Sunniva McKeever will present her Master thesis on " Spatio-temporal Forest Structure Dynamics in Germany: A Synthesis of Remote Sensing Products" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Germany’s forests have experienced...
News article: EAGLEs Use Drones for Innovative Conservation Efforts in Seychelles
The work by our interns Anna and Marlene was covered in Seychelles Newspaper. The articles covers how Anna and Marlene successfully utilized drone technology to monitor and assess wildlife and environmental health across the archipelago. Their efforts, supervised by...
Unlock the Power of Earth Observation: Join Our MSc Program to Understand and Protect Our Planet
Are you passionate about understanding the planet's complex systems? Do you want to learn how to apply cutting-edge Earth Observation technologies to address some of the most pressing environmental and societal challenges of our time? If so, our EAGLE MSc in Applied...