Publications


You can also find an overview of my publications on Google Scholar.

2022

Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics
Alexander Naumann, Felix Hertlein, Benchun Zhou, Laura Dörr, Kai Furmans. Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics. accepted at International Conference on Machine Learning and Applications, 2022.
Venue    Notes   


2021

TetraPackNet - Four-Corner-Based Object Detection in Logistics Use-Cases
Laura Dörr, Felix Brandt, Alexander Naumann, Martin Pouls. TetraPackNet - Four-Corner-Based Object Detection in Logistics Use-Cases. DAGM German Conference on Pattern Recognition, 2021.
Paper    arXiv    Venue    Notes   


2020

Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection
Alexander Naumann, Laura Dörr, Niels Ole Salscheider, Kai Furmans. Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection. International Conference On Machine Learning And Applications, 2020, ISBN 978-1-7281-8471-5.
Paper    Code    arXiv    Venue    Notes   


An Image Processing Pipeline for Automated Packaging Structure Recognition
Laura Dörr, Felix Brandt, Martin Pouls, Alexander Naumann. An Image Processing Pipeline for Automated Packaging Structure Recognition. Forum Bildverarbeitung 2020, 2020, ISBN 978-3-7315-1053-6, p. 239-251.
Paper    arXiv    Venue    Notes   


Fully-Automated Packaging Structure Recognition in Controlled Logistics Environments
Laura Dörr, Felix Brandt, Martin Pouls, Alexander Naumann. Fully-Automated Packaging Structure Recognition in Controlled Logistics Environments. International Conference on Emerging Technologies and Factory Automation, 2020, ISBN 978-1-7281-8956-7.
Paper    arXiv    Venue    Notes   


2018

On a Third Order CWENO Boundary Treatment with Application to Networks of Hyperbolic Conservation Laws
Alexander Naumann, Oliver Kolb, Matteo Semplice. On a Third Order CWENO Boundary Treatment with Application to Networks of Hyperbolic Conservation Laws. Applied Mathematics and Computation, Vol. 325, pp. 252-270, 2018.
Paper    arXiv    Venue    Notes