1 code implementation • 22 Feb 2023 • Richard Connor, Lucia Vadicamo
Dimensionality reduction techniques map values from a high dimensional space to one with a lower dimension.
no code implementations • 15 Mar 2022 • Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi
Modern Unmanned Aerial Vehicles (UAV) equipped with cameras can play an essential role in speeding up the identification and rescue of people who have fallen overboard, i. e., man overboard (MOB).
1 code implementation • 6 Jul 2021 • Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
In recent years, Quantum Computing witnessed massive improvements in terms of available resources and algorithms development.
no code implementations • 6 Aug 2020 • Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
In this paper, we describe in details VISIONE, a video search system that allows users to search for videos using textual keywords, occurrence of objects and their spatial relationships, occurrence of colors and their spatial relationships, and image similarity.
no code implementations • 2 Aug 2016 • Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
Content-Based Image Retrieval based on local features is computationally expensive because of the complexity of both extraction and matching of local feature.
no code implementations • 19 Apr 2016 • Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
In this paper, we propose to extend the Surrogate Text Representation to specifically address a class of visual metric objects known as Vector of Locally Aggregated Descriptors (VLAD).