Profil Lars Nieradzik

Fields of Activity / Competences

• Image segmentation with neural networks
• Machine Learning
• Deep Learning
• General Image Processing

Publications

Major Publications

• Nieradzik, L.; Stephani, H.; Sieburg-Rockel, J.; Helmling, S.; Olbrich, A. and Keuper, J.:
  Challenging the Black Box: A Comprehensive Evaluation of Attribution Maps of CNN Applications in Agriculture and Forestry.
  In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2024).
• Nieradzik, L.; Sieburg-Rockel, J.; Helmling, S.; Keuper, J.; Weibel, T.; Olbrich, A. and Stephani, H.:
  Automating Wood Species Detection and Classification in Microscopic Images of Fibrous Materials with Deep Learning.
  arXiv preprint arXiv:2307.09588. (2023)

Dissertation in Process

• Neural Networks for unique Wood Identification