Computer Vision & Remote Sensing
Offene Themen für Master-/ Bachelorarbeiten
- Dimensional Collapse in Video Representation Learning
Betreuer: Kwiatkowski / Reiske
- Generative Adversarial Networks for Remote Sensing image synthesis
Betreuer: Ronny Hänsch
- Self-supervised learning for Semantic Segmentation
Betreuer: Ronny Hänsch
- Sequence-to-Sequence Models in Computer Vision
Betreuerin: M. Kwiatkowski
Abgeschlossene Abschlussarbeiten 2022
- Lyu, Yongpeng
Data Augmentation for Semantic Segmentation of PolSAR Images
23.12.2022
- Nair, Rudhishna
Semantic Segmentation of PolSAR images using Cross-Modal Feature Reconstruction
31.10.2022
- Kashyap, Mugdha
SAR image synthesis based on GAN inversion
25.10.2022
- Zhu, JieFu
Comparative Study of Deep Learning Architectures in Object Tracking
18.10.2022
- Alimohammadi, Ameneh
Applying eXplainable Artificial Intelligence for crop yield prediction
17.10.2022
- Sanamrad, Nikolai-Iraj
Detecting and counting raised hands using deep learning in a mobile application
15.10.2022 (second supervision)
- Schickel, Yannick
Intrinsic Explanations for Semantic Image Segmentation using Prototypical Learning
14.10.2022
- Sadeghi, Nasser
Correction of Antialiasing in Phase Contrast MRI using Convolutional Neural Networks
04.10.2022 (second supervision)
- Jiang, Hua
An end-to-end trained deep neural network for despeckling and classification of PolSAR images
30.09.2022
- Heinzel, Miklas
Real-time object tracking for automated locomotion scoring in dairy cattle
30.09.2022
- Lu, Haofei
4D Multi-View Shape Reconstruction using Neural Implicit Representation
29.09.2022 (second supervision)
- Zhan, Yunhan
Anomaly Detection with the help of anomaly-free synthetic images
26.09.2022
- Scherer, Antonius
Analyzing Hyperspectral EO-Images with Quantum Computers
12.09.2022
- Koreuber, Nora
Weakly-supervised Learning for Semantic Segmentation of PolSAR Images
07.09.2022
- Schicks, Franziska
Eyetracking in Virtual Reality - Entwicklung dynamischer Areas of Interest in 360° Videos in Unity
06.09.2022
- Liang, Guozhen
Deep Learning Texture Mapping of Symmetric Shapes Leveraging Differentiable Renderer
02.09.2022
- Zhang, Peng
Towards more accurate Neural Implicit Surface for Multi-view Reconstruction
31.08.2022 (second supervision)
- Kang, Lei
Towards unsupervised categorisation of human facial expression
15.08.2022
- Mohammadibanadaki, Mohammad Amin
Evaluating the spatial aspects of crop yield prediction using machine learning and UAV data
25.07.2022
- Dong, Yanxin
Deep Clustering for Semantic Segmentation of PolSAR Images
20.07.2022
- Liu, Kuangxiangzi
Audio-Based Visual-Speech Animation of Human Faces
01.07.2022
- Aleksiev, Viktor
Learning Weights for Tetrahedral Tutte Embeddings
01.07.2022 (second supervision)
- Mao, Rhunzou
Deep Learning 3D Reconstruction of Icosahedral Meshes from Single Images
27.06.2022
- Spreen-Ledebur
Gaze Prediction in Natural Videos with End-to-End Deep Learning
26.06.2022 (second supervision)
- Jiao, Weiqin
GAN-based Super-Resolution of PolSAR Images
20.06.2022
- Alekseychuk, Vladimir
Simulation-aided computed tomography filtered back projection reconstruction of an incomplete dataset
10.06.2022
- Zhang, Zhenyu
Tracking Individuals in Video of Swarms of Fish
03.06.2022
- Lehmann, Nico
Entwicklung eines Datenmanagementsystems zur Verarbeitung und Verwaltung von Nutzlastdaten
03.06.2022 (second supervision)
- Liu, ZiXuan
Automated Tracking of Dynamic Microtubules
02.06.2022
- Reiske, Patrik
Semi-Supervised Learning of Hidden Markov Models for the Classification of Mouse Behaviors from Partially Labelled Tracking Data
02.06.2022
- Jin, Zheshan
Semantic Segmentation of PolSAR Imagery with Contrastive Learning
10.05.2022
- Haselon, Frederic
Intersection of Random Bounding Spheres as a Point Cloud Descriptor
09.05.2022 (second supervision)
- Ramamoorthy, Uthara Keerthan
Neuromorphic vision-based feature tracking in autonomous driving scenarios
06.05.2022 (second supervision)
- Tilkorn, Henrik
GAN Inversions for Remote Sensing Images
05.05.2022
- Bräutigam, Jacob
Route Planning Concept Development for Autonomous Urban Service Robot MURMEL
04.04.2022 (second supervision)
- Schröder, Lars Niklas
Evaluating multi-stream networks for self-supervised representation learning
01.04.2022
- Dunkel, Stephan
Analyse zur Synchronisation inkohärenter Radarsysteme für fluggetragene Plattformen
28.03.2022
- Fadeeva, Anastasiia
Cardiac Disease Characterization with CNN-based Multimodal Image Interpretation
22.03.2022 (second supervision)
- Ha Minh, Thieu
Domain Adaption for Tree Species Classification Using Remote Sending Images
21.03.2022 (second supervision)
- Dittrich-Salamon, Thomas
Performance and Memory Optimization of different Types of Deep Learning Models
03.03.2022
- Kestel, Nico
Do fixational eye movements facilitate object recognition in CNNs?
28.02.2022 (second supervision)
- Janssen, Lea
Development of an algorithm for the autonomous detection of microbial motility for the purpose of life detection on Mars
23.02.2022 (second supervision)
- Auda, Sufian
Accelerating PolSAR Image Annotation for Semantic Segmentation
22.02.2022
- Fabricius, Jan-Handrik
How pre-training improves semantic segmentation of PolSAR images
22.02.2022
- Ugrimov, Sergei
Deep Active Learning for Change Detection in Very High Resolution multispectral Images
22.02.2022 (second supervision)
- Umland, Tobias Fritz
Objekterkennung von BSR-Papierkörben im Projekt Murmel
21.02.2022 (second supervision)
- Machrouhi, Chaymaa
Using an Ethnically Balanced Dataset in an Attempt to Analyze Bias in Deep Facial Recognition
18.02.2022
- Sun, Pengbo
RBPF-based 6DoF Tracking of General Objects
17.02.2022 (second supervision)
- Korytova, Alisa
Compression of Remote Sensing Images based on Generate Adversarial Networks
15.02.2022 (second supervision)
- Semenec, Markus
Entwicklung eines bildgestützten automatisierten Systems zur optimalen Positionierung von elektronischen Bauteilen auf inhomogenen textilen Trägersubstraten zur mechanischen und elektrischen Kontaktierung
14.02.2022
- Hu, Tianyi
Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks
07.02.2022
- Völkers, Sebastian
Hybride Verfahren mithilfe von Deep Learning und geometrischen Methoden zur monokularen Video Depth Estimation
02.02.2022
- Knopp, Felix
Erkennung von Firmenstandorten mittels Bildern einer Fahrerassistenzkamera
01.02.2022
- He, Changxin
Analysis and Adaption of a lidar-visual-inertial system in various scenarios
28.01.2022 (second supervision)
- Kuhnke, Jan Dominik
Image based detection of surface defects in concrete during construction
26.01.2022
- Gozman, Oleksandr
Parking scene understanding with Classifying and Localizing Surroundings
21.01.2022 (second supervision)
- Bilgic, Christian
Tracking Rail Infrastructure Objects from Image Sequences of a Train Dashcam
14.01.2022
- Karal Puthanpura, Jithinlal Dev
Pose graph optimization for large scale visual inertial SLAM
06.01.2022 (second supervision)
- Klotz, Jonas
Image based chess board and piece recognition
02.01.2022
- Lange, Paulina
Automated Object Recognition from 3D Point Clouds for Integration into an HD-Map
02.01.2022
