no code implementations • 7 Sep 2020 • Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multimodal image super-resolution (SR) is the reconstruction of a high resolution image given a low-resolution observation with the aid of another image modality.
no code implementations • 21 Jan 2020 • Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
The deep unfolding architecture is used as a core component of a multimodal framework for guided image super-resolution.
no code implementations • 18 Oct 2019 • Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Deep learning methods have been successfully applied to various computer vision tasks.