3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2024★ 3 cited
Challenging the Black Box: A Comprehensive Evaluation of Attribution Maps of CNN Applications in Agriculture and Forestry
Lars Nieradzik, Henrike Stephani, Jördis Sieburg-Rockel +3
In this study, we explore the explainability of neural networks in agriculture and forestry, specifically in fertilizer treatment classification and wood identification. The opaque…
cs.CV2023
Automating Wood Species Detection and Classification in Microscopic Images of Fibrous Materials with Deep Learning
Lars Nieradzik, Jördis Sieburg-Rockel, Stephanie Helmling +4
We have developed a methodology for the systematic generation of a large image dataset of macerated wood references, which we used to generate image data for nine hardwood genera.…