Search Results - "Carrara, Fabio"

Deep learning for decentralized parking lot occupancy detection by Amato, Giuseppe, Carrara, Fabio, Falchi, Fabrizio, Gennaro, Claudio, Meghini, Carlo, Vairo, Claudio

“…•We propose an effective CNN architecture for visual parking occupancy detection.•The CNN architecture is small enough to run on smart cameras.•The proposed…”
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Using AI to decode the behavioral responses of an insect to chemical stimuli: towards machine-animal computational technologies by Fazzari, Edoardo, Carrara, Fabio, Falchi, Fabrizio, Stefanini, Cesare, Romano, Donato

“…Orthoptera are insects with excellent olfactory sense abilities due to their antennae richly equipped with receptors. This makes them interesting model…”
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A comprehensive atlas of perineuronal net distribution and colocalization with parvalbumin in the adult mouse brain by Lupori, Leonardo, Totaro, Valentino, Cornuti, Sara, Ciampi, Luca, Carrara, Fabio, Grilli, Edda, Viglione, Aurelia, Tozzi, Francesca, Putignano, Elena, Mazziotti, Raffaele, Amato, Giuseppe, Gennaro, Claudio, Tognini, Paola, Pizzorusso, Tommaso

“…Perineuronal nets (PNNs) surround specific neurons in the brain and are involved in various forms of plasticity and clinical conditions. However, our…”
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Combining GANs and AutoEncoders for efficient anomaly detection by Carrara, Fabio, Amato, Giuseppe, Brombin, Luca, Falchi, Fabrizio, Gennaro, Claudio

“…In this work, we propose CBiGAN - a novel method for anomaly detection in images, where a consistency constraint is introduced as a regularization term in both…”
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Improving the Adversarial Robustness of Neural ODE Image Classifiers by Tuning the Tolerance Parameter by Carrara, Fabio, Caldelli, Roberto, Falchi, Fabrizio, Amato, Giuseppe

“…The adoption of deep learning-based solutions practically pervades all the diverse areas of our everyday life, showing improved performances with respect to…”
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Car parking occupancy detection using smart camera networks and Deep Learning by Amato, Giuseppe, Carrara, Fabio, Falchi, Fabrizio, Gennaro, Claudio, Vairo, Claudio

“…This paper presents an approach for real-time car parking occupancy detection that uses a Convolutional Neural Network (CNN) classifier running on-board of a…”
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Learning accurate personal protective equipment detection from virtual worlds by Di Benedetto, Marco, Carrara, Fabio, Meloni, Enrico, Amato, Giuseppe, Falchi, Fabrizio, Gennaro, Claudio

“…Deep learning has achieved impressive results in many machine learning tasks such as image recognition and computer vision. Its applicability to supervised…”
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NoR-VDPNet++: Real-Time No-Reference Image Quality Metrics by Banterle, Francesco, Artusi, Alessandro, Moreo, Alejandro, Carrara, Fabio, Cignoni, Paolo

“…Efficiency and efficacy are desirable properties for any evaluation metric having to do with Standard Dynamic Range (SDR) imaging or with High Dynamic Range…”
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Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition by Schall, Konstantin, Bailer, Werner, Barthel, Kai-Uwe, Carrara, Fabio, Lokoč, Jakub, Peška, Ladislav, Schoeffmann, Klaus, Vadicamo, Lucia, Vairo, Claudio

“…CLIP-based text-to-image retrieval has proven to be very effective at the interactive video retrieval competition Video Browser Showdown 2022, where all three…”
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The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval by Amato, Giuseppe, Bolettieri, Paolo, Carrara, Fabio, Debole, Franca, Falchi, Fabrizio, Gennaro, Claudio, Vadicamo, Lucia, Vairo, Claudio

“…This paper describes in detail VISIONE, a video search system that allows users to search for videos using textual keywords, the occurrence of objects and…”
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Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition by Vadicamo, Lucia, Arnold, Rahel, Bailer, Werner, Carrara, Fabio, Gurrin, Cathal, Hezel, Nico, Li, Xinghan, Lokoc, Jakub, Lubos, Sebastian, Ma, Zhixin, Messina, Nicola, Nguyen, Thao-Nhu, Peska, Ladislav, Rossetto, Luca, Sauter, Loris, Schoffmann, Klaus, Spiess, Florian, Tran, Minh-Triet, Vrochidis, Stefanos

“…This paper conducts a thorough examination of the 12th Video Browser Showdown (VBS) competition, a well-established international benchmarking campaign for…”
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Detection of Face Recognition Adversarial Attacks by Massoli, Fabio Valerio, Carrara, Fabio, Amato, Giuseppe, Falchi, Fabrizio

“…Deep Learning methods have become state-of-the-art for solving tasks such as Face Recognition (FR). Unfortunately, despite their success, it has been pointed…”
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Solving the same-different task with convolutional neural networks by Messina, Nicola, Amato, Giuseppe, Carrara, Fabio, Gennaro, Claudio, Falchi, Fabrizio

“…•Same-different problems can be solved using modern convolutional networks.•Residual connections seems not to have a primary role in the convergence.•Older…”
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Large-scale instance-level image retrieval by Amato, Giuseppe, Carrara, Fabio, Falchi, Fabrizio, Gennaro, Claudio, Vadicamo, Lucia

“…•We propose a novel approach to tackle large-scale image retrieval on deep-learned image descriptors by transforming the vectorial descriptors into surrogate…”
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LSTM-based real-time action detection and prediction in human motion streams by Carrara, Fabio, Elias, Petr, Sedmidubsky, Jan, Zezula, Pavel

“…Motion capture data digitally represent human movements by sequences of 3D skeleton configurations. Such spatio-temporal data, often recorded in the…”
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Multi-camera vehicle counting using edge-AI by Ciampi, Luca, Gennaro, Claudio, Carrara, Fabio, Falchi, Fabrizio, Vairo, Claudio, Amato, Giuseppe

“…This paper presents a novel solution to automatically count vehicles in a parking lot using images captured by smart cameras. Unlike most of the literature on…”
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An embedded toolset for human activity monitoring in critical environments by Di Benedetto, Marco, Carrara, Fabio, Ciampi, Luca, Falchi, Fabrizio, Gennaro, Claudio, Amato, Giuseppe

“…In many working and recreational activities, there are scenarios where both individual and collective safety have to be constantly checked and properly…”
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Efficient Evaluation of Image Quality via Deep-Learning Approximation of Perceptual Metrics by Artusi, Alessandro, Banterle, Francesco, Carra, Fabio, Moreo, Alejandro

“…Image metrics based on Human Visual System (HVS) play a remarkable role in the evaluation of complex image processing algorithms. However, mimicking the HVS is…”
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Behavioral impulsivity is associated with pupillary alterations and hyperactivity in CDKL5 mutant mice by Viglione, Aurelia, Sagona, Giulia, Carrara, Fabio, Amato, Giuseppe, Totaro, Valentino, Lupori, Leonardo, Putignano, Elena, Pizzorusso, Tommaso, Mazziotti, Raffaele

“…Cyclin-dependent kinase-like 5 (Cdkl5) deficiency disorder (CDD) is a severe neurodevelopmental condition caused by mutations in the X-linked Cdkl5 gene. CDD…”
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Adversarial image detection in deep neural networks by Carrara, Fabio, Falchi, Fabrizio, Caldelli, Roberto, Amato, Giuseppe, Becarelli, Rudy

“…Deep neural networks are more and more pervading many computer vision applications and in particular image classification. Notwithstanding that, recent works…”
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