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
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
Abgeschlossene Abschlussarbeiten 2022
Cui, Yunpeng Comparative Study of Deep Learning Architectures for 3D-Segmentation in Medical Images 23.12.2022
Djuren, Tobias Learning Parametric Patches that Interpolate Control Points 23.12.2022 (second supervision)
Lyu, Yongpeng Data Augmentation for Semantic Segmentation of PolSAR Images 23.12.2022
Hantke, Norman Deep semantic edge type classification 15.12.2022 (second supervision)
Markus, Balasz Automatic Instance Segmentation of Volcanic Sulfur Dioxide Clouds in Satellite Imagery 15.12.2022
Happel, David The effects of time series data augmentation in domain generalization for crop type mapping 06.12.2022 (second supervision)
Meyfarth, Sabrina Development of a Generative Adversarial Network to enhance the embedding of synthetic objects into real images 05.12.2022
Moran, Stephen Physics-based Deep Learning for Precipitation Forecasting 22.11.2022 (second supervision)
Neugebauer, Florian Representation Learning using Depth and Optical Flow for Autonomous Driving 18.11.2022
Kaul, Sharang Robust Visual Localization for Ground Images 10.11.2022
Nair, Rudhishna Semantic Segmentation of PolSAR images using Cross-Modal Feature Reconstruction 31.10.2022
Xiang, Qingtian Detection and Analysis of the Swarf during the CNC Machining with Computer Vision and Machine Learning 28.10.2022
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
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
Wang, Ruilong Network-Driven Data Augmentation for 6D Object Pose Estimation 18.07.2022
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
Gu, Cheng Analysis of event processing approaches to solve motion estimation tasks 06.06.2022 (second supervision)
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)
Ha Minh, Thieu Domain Adaption for Tree Species Classification Using Remote Sending Images 21.03.2022 (second supervision)
Metschke, Niclas Constrained local transformations in color space for image editing 07.03.2022 (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