16 citations · 25 across the 3 of their papers we have counts for
3 papers · 1 filter
WiGNet: Windowed Vision Graph Neural Network
Gabriele Spadaro, Marco Grangetto, Attilio Fiandrotti +2
In recent years, Graph Neural Networks (GNNs) have demonstrated strong adaptability to various real-world challenges, with architectures such as Vision GNN (ViG) achieving state-of…
DR2S : Deep Regression with Region Selection for Camera Quality Evaluation
Marcelin Tworski, Stéphane Lathuilière, Salim Belkarfa +2
In this work, we tackle the problem of estimating a camera capability to preserve fine texture details at a given lighting condition. Importantly, our texture preservation measurem…
Feature Fusion for Robust Patch Matching With Compact Binary Descriptors
Andrea Migliorati, Attilio Fiandrotti, Gianluca Francini +2
This work addresses the problem of learning compact yet discriminative patch descriptors within a deep learning framework. We observe that features extracted by convolutional layer…