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Joint Geometry and Attribute Upsampling of Point Clouds Using Frequency-Selective Models with Overlapped Support


Jan 27, 2023
Viktoria Heimann, Andreas Spruck, André Kaup

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* 10 pages, 10 figures, Under Review at IEEE TMM Special Issue on Point Cloud Processing and Understanding 

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Jointly Resampling and Reconstructing Corrupted Images for Image Classification


Oct 31, 2022
Viktoria Heimann, Andreas Spruck, André Kaup

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* IEEE 24th International Workshop on Multimedia Signal Processing 2022 

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Frame Rate Up-Conversion Using Key Point Agnostic Frequency-Selective Mesh-to-Grid Resampling


Oct 19, 2022
Viktoria Heimann, Andreas Spruck, André Kaup

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* 5 pages, 4 figures, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021 

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Synthesizing Annotated Image and Video Data Using a Rendering-Based Pipeline for Improved License Plate Recognition


Sep 28, 2022
Andreas Spruck, Maximilane Gruber, Anatol Maier, Denise Moussa, Jürgen Seiler, Christian Riess, André Kaup

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* submitted to IEEE Transactions on Intelligent Transportation Systems 

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Increasing the Accuracy of a Neural Network Using Frequency Selective Mesh-to-Grid Resampling


Sep 28, 2022
Andreas Spruck, Viktoria Heimann, André Kaup

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* accepted for IEEE International Symposium on Circuits and Systems (ISCAS). May 2022 

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3D Rendering Framework for Data Augmentation in Optical Character Recognition


Sep 27, 2022
Andreas Spruck, Maximiliane Hawesch, Anatol Maier, Christian Riess, Jürgen Seiler, André Kaup

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* IEEE International Symposium on Signals, Circuits and Systems (ISSCS), 1-4, July 2021 

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Quality Assurance of Weld Seams Using Laser Triangulation Imaging and Deep Neural Networks


Sep 27, 2022
Andreas Spruck, Jürgen Seiler, Michael Roll, Thomas Dudziak, Jürgen Eckstein, André Kaup

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* IEEE International Workshop on Metrology for Industry 4.0 and IoT (MetroInd4.0 & IoT), 407-412, June 2020 

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Motion-Adapted Three-Dimensional Frequency Selective Extrapolation


Sep 15, 2022
Andreas Spruck, Markus Jonscher, JÜrgen Seiler, André Kaup

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* IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2392-2396, May 2019 

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Forensic License Plate Recognition with Compression-Informed Transformers


Jul 29, 2022
Denise Moussa, Anatol Maier, Andreas Spruck, Jürgen Seiler, Christian Riess

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* Accepted at ICIP 2022, Code will be published after presentation at the conference 

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Frequency-Selective Geometry Upsampling of Point Clouds


May 03, 2022
Viktoria Heimann, Andreas Spruck, André Kaup

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* 5 pages, 3 figures, submitted to International Conference on Image Processing (ICIP) 2022 

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