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Professur Digital- und Schaltungstechnik
Student Research Topics

Student research topics

At the chair of Digital Signal Processing and Circuit Technology student topics in the field of digital data transmission technologies, computerbased behavoir analysis and computer vision on embedded systems are available. The given topics can be modified to the personal interests of the student. Master and diploma thesises are assigned in coordination with the student. Here it is tried to find a solution that allows a continuation of the topic as a researcher at the chair after the completion of the studies.

Please send your request to request-dst@...

Individual topics could registrated according to prior agreement.

The following topics are currently in progress at the chair of Digital Signal Processing and Circuit Technology:
Topic Adviser Type
Eye tracking: Improvement of prediction accuracy by the combination of classifiers​ Jingrui YuMT
Investigation of gender differences for the interest in different regions of human faces in varying age groups Jingrui YuMT
Unsupervised Domain Adaptation for Object Detection with RAPID Architecture Ana Cecilia Perez Grassi, Tobias ScheckMT
Performance comparison between anchor-based and anchorless architectures using synthetic images Ana Cecilia Perez Grassi, Tobias ScheckMT
Unsupervised Domain Adaptation for CenterNet using Fourier Domain Adaptation​ Ana Cecilia Perez Grassi, Tobias ScheckRP
Unsupervised Domain Adaptation for CenterNet using Adversarial Entropy Minimization​ Ana Cecilia Perez Grassi, Tobias ScheckRP
Instance Segmentation of Occluded Objects Using Deep Learning Roman SeidelMT
Evaluation of Domain Randomization with Synthetic Images using CenterNet Ana Cecilia Perez Grassi, Tobias ScheckRP
Dense Optical Flow Data Generation and Validation for Auto Encoder-Decoder Networks Roman SeidelMT
Saliency Maps Generation with Neural Networks Ana Cecilia Perez Grassi, Tobias ScheckRP
Self-Supervised Optical flow estimation with Fisheye camera Roman SeidelMT
CNN for Omnidirectional Depth Estimation Julian SeuffertMT
Efficient Deployment Of Recurrent Neural Networks On Embedded Systems André ApitzschMT
Robotics process automation with artificial intelligence Jingrui YuMT
Generation of Synthetic Data for Deep Learning in the Context of Activities of Daily Living Tobias Scheck, Norbert NestlerMT
Neural Network Runtime Optimization for ADAS and Autonomous Driving Norbert NestlerMT
Model transitions of object detection in different illumination scenarios Roman SeidelRP
The following topics were delt with at the chair of Digital Signal Processing and Circuit Technology in the last years:
Topic Adviser Type
Analysis and Comparison of Equalization Performance of OFDM and FBMC in Wireline Automotive Bus System Sarah CheraghinavMT
Comparative Study between Camshift and CSRT Trackers on Omnidirectional Images Ana Cecilia Perez GrassiRP
Realtime Single Person 3D Human Pose Estimation using Deep Neural Network Jyothsna KondraguntaMT
Depth Estimation For Surround View Images using Object Detection and Ground - Wheel Contact Points Gangolf HirtzMT
Efficient Neural Network training using small real world datasets Jingrui YuMT
Quantization and Optimization of Machine Learning Models for Radar Based Object Classification Ana Cecilia Perez GrassiMT
CNN-based object detection at night Roman SeidelRP
Literature Research on CNNs for Stereo Vision Julian SeuffertRP
Training of Block Matching Parameters for 3D Indoor Scene Reconstruction Julian Seuffert, Ana Cecilia Perez GrassiRP
Class-Balanced Loss Based on Effective Number of Samples Tobias Scheck, Ana Cecilia Perez GrassiRP
Comparison of CNN based Semi Supervised Image Classification Methods Ana Cecilia Perez Grassi, Tobias ScheckRP
Human activity recognition from 3D skeletons Jingrui YuRP
Influence of fisheye distortion for free space detection Ana Cecilia Perez Grassi, Tobias ScheckRP
Dynamic update of a 3D-point cloud using background subtraction on stereo images Ana Cecilia Perez Grassi, Julian SeuffertRP
Estimation of Gait Parameters based on 3D Human Gait Jyothsna KondraguntaRP
Domain Adaptation of Synthetic Generated Omnidirectional Images for Object Detection using Generative Adversarial Network Tobias ScheckMT
Domain Adaptation of Synthetic Generated Omnidirectional Images for Object Detection using Style Transfer Methods Tobias ScheckMT
Integration of two background models in order to identify new static objects in a scene Ana Cecilia Perez GrassiRP
Influence of Number of Classes for CNNs using Feature Space Tobias Scheck, Ana Cecilia Perez GrassiRP
Human activity recognition from 3D skeleton data using machine learning Jingrui YuRP
Dense optical flow estimation and evaluation Roman SeidelRP
Design and Evaluation of a Miniaturized Flourescence Sensor Platform Gangolf HirtzMT
Evaluation of Data Augmentation Methods to improve the Generalization of CNNs using Synthetic Data Tobias Scheck, Ana Cecilia Perez GrassiRP
3D Human Pose Estimation using Recurrent Neural Networks with Sequence-to-Sequence Architecture Jyothsna KondraguntaRP
A comparison of supervised and unsupervised optical flow estimation Roman SeidelRP
A survey to dense optical flow Roman SeidelRP
Selecting Influential Examples for Active Learning Ana Cecilia Perez Grassi, Tobias ScheckRP
Optical Flow Literature Review Roman SeidelRP
Implementierung eines Radarsensormodells in einer virtuellen Simulationsumgebung Gangolf HirtzMT
Feature Space Dimension Reduction using PCA Ana Cecilia Perez Grassi, Tobias ScheckRP
Human Mesh Creation and Texturing with 3D sensors Lars LehmannRP
Radio Resource Allocation Algorithms in Vehicle to Vehicle Communication for 5G Wireless Networks Gangolf HirtzMT
Human Pose Estimation using 3D Skeleton Joint Position Data Jingrui YuRP
Interactive Visual-Audio System for Fall detection in Assisted Living Ana Cecilia Perez GrassiMT
Influence of locally connected layers in tensorflow SSD on the quality of object detectors for omnidirectional top-view images André ApitzschMT
Influence of locally connected layers in tensorflow faster R-CNN on the quality of object detectors for omnidirectional top-view images André ApitzschMT
Online Object Detection using Lidar Gangolf HirtzMT
Dataset of Synchronous Videos from Consecutive Vehicles using CARLA Ana Cecilia Perez GrassiRP
Sleep quality estimation based on video motion Tobias ScheckRP
Automatically learning the noise parameters ot the Kalman Filter Gangolf HirtzMT
Particle Filter for omnidirectional images Ana Cecilia Perez GrassiRP
Fall detection on omnidirectional images Ana Cecilia Perez GrassiRP
Development of a Smart Home Sensor for Water Usage Norbert NestlerRP
Point Cloud Filtering for Plane Detection Julian SeuffertRP
Vergleich verschiedener Algorithmen zur Lokalisierung anhand der Empfangssignalstärke Frank KlöpfelBT
Setup and Evaluation of a Trinocular Omnidirectional Stereo Vision System for Indoor Surveillance Julian SeuffertMT
Daily Object and Human Pose detetion in Omnidirectional Camera Images Using Neural Networks Jingrui YuMT
Parameter tuning of a convolutional neural network for optical flow determination Roman SeidelMT
Human Activity Recognition for both Predefined and Unseen Classes in the Context of Robots Norbert NestlerMT
Human body estimation in omnidirectional camera images using SSD and OpenPose Jingrui YuMT
Synthetic Data Acquisition André ApitzschRP
Analyse, Entwurf und Evaluierung von Verfahren zur Verfolgung mehrerer Personen in Bildsequenzen Roman SeidelBT
Analysis of automotive LiDAR sensor data, converting the point cloud data into 2D plots for visualization and performing classical object recognition André ApitzschRP
From Points to Images: Transformation of single planes to binary images Roman SeidelRP
Human Pose Estimation by Maschine learning using TensorFlow Jyothsna KondraguntaRP
Deep learning based Human Pose Estimation using Theano Jyothsna KondraguntaRP
Implementation of an Enhanced Testbench based on the Open Source VHDL Verification Methodology Gangolf HirtzRP
Object Detection from 3D Sensor Raw Data in Autonomous Driving André ApitzschMT
Adaptive Anti-aliasing for fisheye cameras in surround view systems Roman SeidelMT
Design of a 200GHz distributed voltage-controlled Oszillatorv (DVCO) Gangolf HirtzMT
3D-Plane-Estimation in Pointcloud and Depth-Data Roman SeidelRP
Stereo Correspondance on FPGA André ApitzschRP
Digital Image Sharing by Diverse Image Media André ApitzschRP
Object Detection using CUDA André ApitzschMT
Plane Detection using Single Stereo Image André ApitzschRP
Implementation of a Plane Detection for Stereo Vision André ApitzschRP
Software Toolbox for a modular Vision System André ApitzschRP
Implementierung einer OFDM basierten Ethernet Übertragung auf einem DSP über UTP Gangolf HirtzDT
DC-DC-Wandler zur Bereitstellung einer Hilfsversorgung Gangolf HirtzBT
Untersuchung von merkmalsbasierenden dynamischen Hintergrundmodellen Gangolf HirtzBT
Automatisierte Bewertung und Darstellung von E/E-Architekturen im Kaftfahrzeug Gangolf HirtzDT
BT - Bachelor Thesis, RP - Research Project, MT - Master Thesis, SP - Seminar Paper, DT - Diploma Thesis