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    Chapter and Conference Paper

    Toward Real-Time Solar Content-Based Image Retrieval

    We present a new approach for real-time retrieval and classification of solar images using a proposed sector-based image hashing technique. To this end, we generate intermediate hand-crafted features from auto...

    Rafał Grycuk, Giorgio De Magistris, Christian Napoli in Computational Science – ICCS 2024 (2024)

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    Chapter and Conference Paper

    A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection

    Nowadays most of the streets, squares and buildings are monitored by a large number of surveillance cameras. Nevertheless, these cameras are used only to record scenes to be analyzed after crimes or thefts, an...

    Andrea Alfarano, Giorgio De Magistris in Artificial Intelligence and Soft Computing (2023)

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    Chapter and Conference Paper

    Type-2 Fuzzy Classifier with Smooth Type-Reduction

    The defuzzification of a type-2 fuzzy set is a two-stage process consisting of firstly type-reduction, and a secondly defuzzification of the resultant type-1 set. All accurate type reduction methods used to bu...

    Katarzyna Nieszporek, Giorgio De Magistris in Artificial Intelligence and Soft Computing (2023)

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    Chapter and Conference Paper

    A GAN Approach for Anomaly Detection in Spacecraft Telemetries

    In spacecraft health management a large number of time series is acquired and used for on-board units surveillance and for historical data analysis. The early detection of abnormal behaviors in telemetry data ...

    Carlo Ciancarelli, Giorgio De Magistris in 17th International Conference on Soft Comp… (2023)

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    Chapter and Conference Paper

    Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction

    Human activity recognition systems from static images or video sequences are becoming more and more present in our life. Most computer vision applications such as human-computer interaction, virtual reality, p...

    Giorgio De Magistris, Riccardo Caprari in AIxIA 2021 – Advances in Artificial Intell… (2022)