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
Ahmed Saadallah successfully defended his thesis
We congratulate Ahmed for his great M.Sc. presentation and the whole audience for the very lively discussions on methods and implications plus historical reasons of the detected patterns. Another EAGLE M.Sc. students graduated and is now an Earth Observation...
check out the news blog by our students
Our EAGLE students are posting various news about their activities, experiences or codes they developed. Read about their past years within the EAGLE program, their participation in international remote sensing conferences or what they achieved within EAGLE courses....
M.Sc. thesis presentation by Ahmed Saadallah
Ahmed Saadallah will defend his M.Sc. thesis "The Potential of Earth Observation for Monitoring Agricultural Lands in Egypt (1984-2017)" on Wednesday 10th of April at 2pm in the student working room JMW 52. The need for accurate and timely information on the extent...
Sarah Nolting defended her M.Sc.
Congratulation to Sarah Nolting for successfully defending her M.Sc. thesis! Another interesting EAGLE M.Sc. thesis presented on flood risks and populations in urban environments.
Congratulation to Johannes Loew for a successful M.Sc. defense
We congratulate Johannes Löw to a great M.Sc. defense within the EAGLE colloquium! Another great remote sensing M.Sc. thesis has been defended within the EAGLE program.
Congratulations to Pilar for a successful MSc graduation
Pilar Endara Pinillos succssfully defended her M.Sc. thesis within the EAGLE colloquium. Congratulations to Pilar!
M.Sc. defense of Sarah Nolting
Sarah Nolting will defend her M.Sc. thesis "Risk Assessment for Flood Events based on Geo- and Socioeconomic Data – A Case Study for North-Rhine Westphalia, Germany" on Wednesday 27th 2pm in room 0.004 OKW 86. from her abstract: "The world’s population has doubled...
M.Sc. defense by Johannes Löw
You are all invited to join the M.Sc. presentation by Johannes Löw. He will defend his M.Sc. thesis on Wednesday 20th of March at 2pm in room 0.004 in OKW 86. from his abstract:Since Sentinel-1 A and B have become fully operational, it is now possible to generate...
Pilar Endara Pinillos handed in her M.Sc. thesis
Pilar Endara Pinillos handed in her M.Sc. thesis "Flooding patterns and vegetation developments in the Orinoco flooded savannas of Colombia." Her M.Sc. defense will be on Wednesday 13th at 2pm in room 0.004 (OKW 86). The ecosystems that are present within Colombian...
Marcus Groll successfully defended his M.Sc. thesis
we congratulate Marcus Groll for his successful defense of this M.Sc. presentation “Deep learning for Instance Segmentation of bomb craters on historical aerial images of the Second World War ”. He has only a few days off before starting his new job as image data...