Search Results for author: Francescopaolo Sica

Found 2 papers, 0 papers with code

There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation

no code implementations30 Oct 2023 Michael Schmitt, Seyed Ali Ahmadi, Yonghao Xu, Gulsen Taskin, Ujjwal Verma, Francescopaolo Sica, Ronny Hansch

We hope to contribute to an understanding that the nature of our data is what distinguishes the Earth observation community from many other communities that apply deep learning techniques to image data, and that a detailed understanding of EO data peculiarities is among the core competencies of our discipline.

Earth Observation

Deep Learning Solutions for TanDEM-X-based Forest Classification

no code implementations1 Feb 2019 Antonio Mazza, Francescopaolo Sica

In the last few years, deep learning (DL) has been successfully and massively employed in computer vision for discriminative tasks, such as image classification or object detection.

Classification General Classification +3

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