Search Results for author: Luigi T. Luppino

Found 4 papers, 1 papers with code

Towards Targeted Change Detection with Heterogeneous Remote Sensing Images for Forest Mortality Mapping

no code implementations28 Feb 2022 Jørgen A. Agersborg, Luigi T. Luppino, Stian Normann Anfinsen, Jane Uhd Jepsen

These differences are stacked with the original pre- and post-event images and passed to an OCC trained on a small sample from the targeted change class.

Change Detection Image-to-Image Translation +2

Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images

1 code implementation15 Apr 2020 Luigi T. Luppino, Mads A. Hansen, Michael Kampffmeyer, Filippo M. Bianchi, Gabriele Moser, Robert Jenssen, Stian N. Anfinsen

We propose to extract relational pixel information captured by domain-specific affinity matrices at the input and use this to enforce alignment of the code spaces and reduce the impact of change pixels on the learning objective.

Change Detection Translation

Unsupervised Image Regression for Heterogeneous Change Detection

no code implementations7 Sep 2019 Luigi T. Luppino, Filippo M. Bianchi, Gabriele Moser, Stian N. Anfinsen

First, our method quantifies the similarity of affinity matrices computed from co-located image patches in the two images.

Change Detection regression

Remote sensing image regression for heterogeneous change detection

no code implementations31 Jul 2018 Luigi T. Luppino, Filippo M. Bianchi, Gabriele Moser, Stian N. Anfinsen

In this paper we propose a framework, based on image regression, to perform change detection in heterogeneous multitemporal satellite images, which has become a main topic in remote sensing.

Change Detection Gaussian Processes +1

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