Computer Vision and Remote Sensing

Open topics for master's/ bachelor's theses

Completed theses 2023

  • Stuffer, Michael
    Self-Supervised Learning for Anomaly Detection
    13.12.2023
     
  • Zhaxizhuoma Zhaxizhuoma
    Filterbanks as Input Embedding for Vision Transformers
    01.12.2023
     
  • Kapust, Paul
    Dimensional Collapse in Video Representation Learning
    23.11.2023
     
  • Teymurov, Samir
    Transformer-based multi-modal semantic segmentation of outdoor scenes for mobile mapping
    20.11.2023 (second supervision)
     
  • Ludwig, Jakob
    Uncertainty Estimation of Convolutional Networks Segmenting Flooded Areas in SAR Imagery
    17.11.23
     
  • Balgabekova, Akerke
    Beyond Single Networks: Stacking of Deep Convolutional Networks for the Semantic Analysis of Remote Sensing Imagery
    24.10.2023
     
  • Kriebitzsch, Hubert
    Diffusion Model based Data Augmentation for Remote Sensing Imagery
    22.10.2023
     
  • Al-Asadi, Yasir
    CNN Pulmonary Artery (including the valve) segmentation in CT images
    16.10.2023
     
  • Sakaria, Shehwar
    Investigation of the disturbance elasticity of image-based machine classification of used parts in the automotive aftermarket
    13.10.2023 (second supervision)
     
  • Zhang, Quan     
    Robust Multi-Modal 3D Object Detection with Transformer     
    29.09.2023    
       
  • Bernades Lima, Fellipe  
    Deep Functional Maps for Partial Shape Correspondence         
    21.09.2023
     
  • Cui, Liyun           
    Object Detection and Tracking for Marlin based on YOLOv5 and DeepSORT      
    21.09.2023
     
  • Zell, Adina         
    Comparative Study of Deep Learning Architectures for Video Captioning          
    20.09.2023   
        
  • Hoang, Liam      
    The Science of Design: Analyzing the Effect of Neural Network Design Choices on Performance
    10.08.2023    
                       
  • Huang, Xuanfu
    Cross-Sensor Multi-Task Learning for Remote Sensing Image Analysis 
    26.07.2023    
       
  • Song, Zhiwei     
    Predicting the Uncertainty of Deep Neural Networks for Flood Detection          
    26.07.2023      
     
  • Hui, Jiachen       
    A Deep Image Prior Model for Processing of PolSAR Data          
    24.07.2023    
       
  • Ouyang, Xiancheng        
    Evaluation of NeRF Representations in Changing Environments             
    24.07.2023    
       
  • Skutsch, Nicolai
    Wide Baseline Stereo Matching of Tree Images
    14.07.2023    
                       
  • Zhen, Tao           
    Comparative Study of Deep Learning Architectures for Combined Video Segmentation and Object Tracking
    14.07.2023
     
  • Klose, Yannick  
    Joint estimation of ego-motion, depth and optical flow with an event camera
    07.07.2023 (second supervision)
     
  • Helani, Bilal       
    Language-Vision Models: Text to Image AI-Tools            
    07.07.2023       
     
  • Schwarz, Kim
    Graph Data Augmentation in Remote Sensing Image Classification       
    05.07.2023 (second supervision)
     
  • Steffen, Alexander
    Reconstructing curves using the difference of max-affine functions
    03.07.2023 (second supervision)
     
  • Sandhu, Hanni 
    Creation of a Traffic Sign Dataset with semi-supervised Condition and Quality Annotatio
    30.06.2023       
     
  • Fröhner, Kai       
    Einsatz und Evaluierung von Convolutional Neural Networks zur Prädiktion stilistischer Merkmale im E-Commerce
    12.06.2023 (second supervision)
     
  • Algac, Ufuk
    Learning control points of kappa curves with deep neural nets
    29.06.2023 (second supervision)
     
  • Cheng, Qi           
    Comparative Study of Deep Learning Architectures for Action Recognition    
    12.06.2023       
     
  • Cosgun, Esra     
    Evaluating methods to create SDFs from depth data     
    08.06.2023 (second supervision)
     
  • Schill, Alexander             
    Efficient Neural Networks for object classification on event data            
    06.06.2023 (second supervision)
     
  • Gottschling, Daniel         
    Unsupervised quality assessment of semantic maps     
    01.06.2023
     
  • Liu, Ziyu              
    Temporal Reasoning in Videos using Deep Learning      
    24.05.2023
     
  • Chen, Zibin        
    Point Cloud Map-based Multi-Lidar Calibration for Road Side Perception Unit in Open Street Scenario
    05.05.2023 (second supervision)
     
  • Qu, Runfeng     
    Understanding facial expressions fusing visual information with affective knowledge in VAE latent space         
    02.05.2023
     
  • Zhu, Jiayue        
    Interactive Visualization of Random Forests     
    26.04.2023
     
  • Chu, Jianing       
    Parking Lot Occupancy Detection using Deep Learning
    25.04.2023 
                          
  • Reinke, Felix      
    Phong Tesselation in Higher Dimension              
    12.04.2023 (second supervision)
     
  • Soerensen, Jarl-Sebastian
    The influence of noise on human edge perception in natural images    
    03.04.2023 (second supervision)
     
  • Senchugova, Ekaterina 
    Modality-invariant classification of remote sensing images using cross-modal learning
    30.03.2023
     
  • Welz, Juri           
    Segmentation and Classification of Stereoendoscopic Image Data in Mitral Valve Surgery
    24.03.2023 (second supervision)
     
  • Yu, Yian
    Analysis of drivers' attention using eye tracking              
    09.03.2023
     
  • Morando, Elena
    ISAR techniques and multisensor data exploitation for enhanced maritime situational awareness
    07.03.2023 (second supervision)
     
  • Zhou, Tao
    Evaluation of Sequence-to-Sequence Models for Video Super-Resolution         
    02.03.2023
     
  • Yang, Zekai
    Comparative Study of Deep Learning Architectures for Video Segmentation    
    27.02.2023
     
  • Aras, Kerem      
    Single Shot Automated Optical Inspection based on Convolutional Neural Networks for Printed Circuit Board Assembly Quality Control
    22.02.2023     
      
  • Ding, Hao           
    Synthesising human mental representations of facial expressions in context using reverse correlation technique         
    22.02.2023
     
  • Fried, Adrian     
    Relocalization in Indoor Environments by Registration of Planar Surface Segments      
    20.02.2023
     
  • Wu, Xuan           
    Comparative Study of Deep Learning Architectures for Hand Tracking 
    09.02.2023
     
  • Weng,  Yuchen
    Comparison of multi-modality-based Simultaneous Localization and Mapping Algorithms on the Vector Benchmark       
    30.01.2023 (second supervision)
     
  • Chiavazza, Stefano 
    Time-based monocular depth estimation with an event camera and the Intel Loihi chip
    11.01.2023 (second supervision)
     
  • Nguyen Hoang, Viet       
    Evaluation ausgewählter Methoden aus dem Bereich Neural Architecture Search zur Detektion von Defekten auf Plexiglas
    03.01.2023
     
  • Schlegel, Anastasia 
    Interpretable Deep Learning in Remote Sensing: Case-Based Object Recognition in SAR and Optical Imagery  
    03.01.2023

Completed theses 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