Technische Universität Berlin - Faculty IV - Institute of Computer Engineering and Microelectronics / Remote Sensing Image Analysis Group
Research Assistant (PostDoc) - salary grade E13 TV-L Berliner Hochschulen
part-time employment may be possible
The huge number of recent Earth observation satellite missions has led to a significant growth of remote sensing (RS) image archives with multi-source/multi-modal RS images (multispectral, hyperspectral and SAR). Research activity of the successful candidate will focus on development of accurate and scalable multi-modal remote sensing image indexing and retrieval methods for massive RS archives. In particular, the successful candidate will develop novel deep hashing networks that will extract and exploit complementary information among different RS image modalities for their accurate characterization with small number of (weakly) annotated images. This research activity is a part of the ERC-funded project: BigEarth - Accurate and Scalable Processing of Big Data in Earth Observation (http://bigearth.eu/index.html)
Successfully completed university degree (Master, Diplom or equivalent) and PhD degree in Computer Science, Engineering or Applied Mathematics
Deep knowledge in the areas of machine learning, deep learning, remote sensing and/or computer vision
A strong publication record in machine learning and/or remote sensing journals and conferences in one or more of the following areas:
a) Image search and retrieval
b) SAR, multispectral and/or hyperspectral image analysis
c) Deep learning
d) Multi-modal image analysis
e) Big data management and analysis
Excellent communication skills in English
Solid programming skills
Highly motivated and creative
How to apply:
Please send your written application with the reference number and the usual documents (in particular a complete CV with the list of publications, two reference letters) to Technische Universität Berlin - Der Präsident - Fakultät IV, Institut für Technische Informatik und Mikroelektronik, FG Remote Sensing Image Analysis, Prof. Dr. Begum Demir, Sekr. E-N 5, Einsteinufer 17, 10587 Berlin or by e-mail to firstname.lastname@example.org.
To ensure equal opportunities between women and men, applications by women with the required qualifications are explicitly desired.
Qualified individuals with disabilities will be favored. The TU Berlin values the diversity of its members and is committed to the goals of equal opportunities.
Please send copies only. Original documents will not be returned.
Technische Universität Berlin - Der Präsident - Fakultät IV, Institut für Technische Informatik und Mikroelektronik, FG Remote Sensing Image Analysis, Prof. Dr. Begum Demir, Sekr. E-N 5, Einsteinufer 17, 10587 Berlin