1 code implementation • 24 Feb 2023 • Hayat Rajani, Nuno Gracias, Rafael Garcia
To overcome the lack of CNN-like inductive biases, thereby making ViTs more conducive to applications in low data regimes, we propose a novel feature extraction module to replace the Multi-layer Perceptron (MLP) block within transformer layers and a novel module to extract multiscale patch embeddings.
no code implementations • 13 Oct 2021 • Maxime Ferrera, Aurélien Arnaubec, Klemen Istenic, Nuno Gracias, Touria Bajjouk
Hyperspectral imaging has been increasingly used for underwater survey applications over the past years.
no code implementations • 19 Jun 2019 • Klemen Istenic, Nuno Gracias, Aurelien Arnaubec, Javier Escartin, Rafael Garcia
This paper addresses the problem of accurately scaling 3D models created from monocular cameras in GPS-denied environments, such as in underwater applications.