Computer Vision & Remote Sensing

Offene Themen für Master-/ Bachelorarbeiten

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