Publikationen

Khurram Azeem Hashmi; Rakshith Bymana Ponnappa; Syed Saqib Bukhari; Martin Jenckel; Andreas Dengel

Feedback Learning: Automating the Process of Correcting and Completing the Extracted Information

In: International Conference on Document Analysis and Recognition. International Conference on Document Analysis and Recognition Workshops (ICDARW), …

Sebastian Baumbach; Christoph Rubel; Sheraz Ahmed; Andreas Dengel

Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets

In: Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis. International Conference on Geoinformatics and Data …

Jens Krauth; Stefan Gerlach; Christian Marzahl; Jörn Voigt; Heinz Handels

Synthetic Training with Generative Adversarial Networks for Segmentation of Microscopies

In: Heinz Handels; Thomas M. Deserno; Andreas Maier; Klaus Hermann Maier-Hein; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die …

Sandra Schultz; Julia Krüger; Heinz Handels; Jan Ehrhardt

Bayesian inference for uncertainty quantification in point-based deformable image registration

In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, California, …

Julia Krüger; Jan Ehrhardt; Sandra Schultz; Heinz Handels

A probabilistic approach for the registration of images with missing correspondences

In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, California, …

Timo Kepp; Jan Ehrhardt; Mattias P. Heinrich; Gereon Hüttmann; Heinz Handels

Topology-Preserving Shape-Based Regression Of Retinal Layers In Oct Image Data Using Convolutional Neural Networks

In: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019). IEEE International Symposium on Biomedical Imaging (ISBI-2019), April …

Timo Kepp; Christine Droigk; Malte Casper; Michael Evers; Gereon Hüttmann; Nunciada Salma; Dieter Manstein; Mattias P. Heinrich; Heinz Handels

Segmentation of mouse skin layers in optical coherence tomography image data using deep convolutional neural networks

In: Christoph Hitzenberger (Hrsg.). Biomedical Optics Express, Vol. 10, No. 7, Pages 3484-3496, OSA, 7/2019.

Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt

Evaluation of Image Processing Methods for Clinical Applications

In: Heinz Handels; Thomas M. Deserno; Andreas Maier; Klaus Hermann Maier-Hein; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die …

Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt

Unsupervised pathology detection in medical images using conditional variational autoencoders

In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 14, No. 3, Pages 451-461, Springer, 2019.

Hristina Uzunova; Jan Ehrhardt; Timo Kepp; Heinz Handels

Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders

In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, CA, USA, …