Laura Zabawa

Counting of grapevine berries in images via semantic segmentation using convolutional neural networks

Laura Zabawa, Anna Kicherer, Lasse Klingbeil et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 126 citations · Full text

Botany, Convolutional Neural Networks, Agricultural Economics +2

Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks

Jana Kierdorf, Immanuel Weber, Anna Kicherer et al. · Frontiers in Artificial Intelligence · 2022 · 43 citations · Full text

Transfer Learning from Synthetic In-vitro Soybean Pods Dataset for In-situ Segmentation of On-branch Soybean Pods

Si Yang, Lihua Zheng, Xieyuanli Chen et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 19 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Detection of Anomalous Grapevine Berries Using Variational Autoencoders

Miro Miranda, Laura Zabawa, Anna Kicherer et al. · Frontiers in Plant Science · 2022 · 12 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +16

Image-based analysis of yield parameters in viticulture

Laura Zabawa, Anna Kicherer, Lasse Klingbeil et al. · Biosystems Engineering · 2022 · 11 citations

Precision Agriculture, Engineering, Botany +5