Search Results for author: Lorenz Hurni

Found 3 papers, 1 papers with code

StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation

no code implementations29 Mar 2024 Sidi Wu, Yizi Chen, Samuel Mermet, Lorenz Hurni, Konrad Schindler, Nicolas Gonthier, Loic Landrieu

Most image-to-image translation models postulate that a unique correspondence exists between the semantic classes of the source and target domains.

Image-to-Image Translation Translation

Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps

1 code implementation19 Oct 2023 Sidi Wu, Yizi Chen, Konrad Schindler, Lorenz Hurni

Even though our application is on segmenting historical maps, we believe that the method can be transferred into other fields with similar problems like temporal sequences of satellite images.

Earth Observation Semantic Segmentation +1

Inferring Implicit 3D Representations from Human Figures on Pictorial Maps

no code implementations30 Aug 2022 Raimund Schnürer, A. Cengiz Öztireli, Magnus Heitzler, René Sieber, Lorenz Hurni

By assembling all body parts, we derive 2D depth images and body part masks of the whole figure for different views, which are fed into a fully convolutional network to predict UV images.

3D Reconstruction Single-View 3D Reconstruction

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