TU Berlin / Faculty of EECS / Remote Sensing Image Analysis Group

Completed Theses

Master Theses

  • Generative Adversarial Networks for Content-based Retrieval of Multispectral Images, TU Berlin, 2019.
    Chen, Xuelei

  • Deep Active Learning for Object Detection, TU Berlin, 2019.
    Möller, Peter

  • Deep Captioning for Analysis of Remote Sensing Images in Large Archives, TU Berlinss, 2019.
    Nayak, Sonali

  • Deep Generative Models for Nonlinear Inverse Problems and Phase Retrieval, TU Berlin, 2019.
    Reiche, Martin

  • Analysis of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification, TU Berlin, 2020.
    Yessou, Hichame

  • An End-to-End Framework for Processing and Analysis of Big Data in Earth Observation, TU Berlin, 2020.
    Bahr, Viktor Florian

  • Deep Multi-Modal Hashing for Content-based Retrieval of Sentinel Images, TU Berlin, 2020.
    Bank, Hasan

  • Explaining and Interpreting CNNs for Classification of High Dimensional Satellite Images, TU Berlin, 2021.
    Chowdhury, Ananya Bhanja

  • Large-Scale Contrastive Representation Learning for Content-based Remote Sensing Image Retrieval, TU Berlin, 2021.
    Clasen, Kai Norman

  • Semi-supervised Learning for Remote Sensing Image Retrieval based on Graph CNNs, TU Berlin, 2021.
    Feng, Xiaoxin

  • Deep Learning based Image Compression and Hashing in Large-Scale Remote Sensing Archives, TU Berlin, 2021.
    Xiang, Jun

  • Sample-based Hardness Scores in Deep Learning Curricula: A new Perspective on Learning with Noisy Labels, TU Berlin, 2022.
    Burgert, Tom

  • Domain Adaptation for Tree Species Classification Using Remote Sensing Image, TU Berlin, 2022.
    Ha Minh, Thieu

Bachelor Theses

  • Super-Resolution of Multispectral Multiresolution Images by Generative Adversarial Networks, TU Berlin, 2019.
    Zhang, Kexin

  • Collaborative Learning Models for Classification of Remote Sensing Images with Noisy Labels, TU Berlin, 2020.
    Aksoy, Ahmet Kerem

  • Image Search and Retrieval from Remote Sensing Archives based on Similarity Ranking Functions, TU Berlin, 2020.
    Wagner, Matthias Jost

  • Compression of Remote Sensing Images based on Generative Adversarial Networks, TU Berlin, 2022.
    Korytova, Alisa