Spruck, Andreas

Andreas Spruck, M. Sc.

Department of Electrical-Electronic-Communication Engineering
Chair of Multimedia Communications and Signal Processing (Prof. Dr. Kaup)

Room: Room 06.020
Cauerstr. 7
91058 Erlangen

Research

Awards

  • , , : Top10% Paper Award (IEEE 24th International Workshop on Multimedia Signal Processing) – 2022
  • : Lehrevaluation - Bestenliste – 2018

Completed and Running Theses

Master Theses

  • Data Augmentation for Image Classification Networks using Blender
  • Influence of Error Concealment Methods on Classification Accuracy of Neural Networks
  • Generation of Artificial Image Data for the Training of Neural Networks Using Generative Adversarial Networks
  • DNN-based Error-Localization in Industrial Quality Assurance
  • Object Recognition and Tracking by Linking Machine Learning and Distance Information

Bachelor Theses

  • Analysis of Interpolation Methods for Preprocessing Input Data of Neural Networks

Research Internships

  • Development of a Confidence Metric based on the Quality of Coded Video Sequences
  • Success Predictor for the Recognition of Coded Text Lines
  • Modelling of Environmental Influences in Blender using Python
  • Image Quality Analysis from Decoded Video Frames
  • Object Recognition and Classification Using Artificial Intelligence
  • Investigation of Different Scene Change Detectors for Three Dimensional Frequency Selective Extrapolation

Teaching

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Publications

2022

2021

2020

2019