Search Results - "Barra, Silvio"

Artificial Intelligence Methods for Smart Cities by Podda, Alessandro Sebastian, Carta, Salvatore, Barra, Silvio

“…In recent years, the concept of smart cities has garnered increasing attention as urban areas grapple with the challenges of population growth, resource…”
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Deep learning and time series-to-image encoding for financial forecasting by Barra, Silvio, Carta, Salvatore Mario, Corriga, Andrea, Podda, Alessandro Sebastian, Recupero, Diego Reforgiato

“…In the last decade, market financial forecasting has attracted high interests amongst the researchers in pattern recognition. Usually, the data used for…”
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Biometric recognition in surveillance scenarios: a survey by Neves, João, Narducci, Fabio, Barra, Silvio, Proença, Hugo

“…Interest in the security of individuals has increased in recent years. This increase has in turn led to much wider deployment of surveillance cameras…”
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Clustering Facial Attributes: Narrowing the Path From Soft to Hard Biometrics by Abate, Andrea F., Barra, Paola, Barra, Silvio, Molinari, Cristiano, Nappi, Michele, Narducci, Fabio

“…Despite the success obtained in face detection and recognition over the last ten years of research, the analysis of facial attributes still represents a trend…”
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Deep learning for source camera identification on mobile devices by Freire-Obregón, David, Narducci, Fabio, Barra, Silvio, Castrillón-Santana, Modesto

“…•The design of an efficient CNN architecture for the SCI problem on mobile devices.•The evaluation of different CNN configurations.•The usage of a unique…”
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An End-to-End Curriculum Learning Approach for Autonomous Driving Scenarios by Anzalone, Luca, Barra, Paola, Barra, Silvio, Castiglione, Aniello, Nappi, Michele

“…In this work, we combine Curriculum Learning with Deep Reinforcement Learning to learn without any prior domain knowledge, an end-to-end competitive driving…”
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Visual question answering: Which investigated applications? by Barra, Silvio, Bisogni, Carmen, De Marsico, Maria, Ricciardi, Stefano

“…•The paper presents concrete applications of Visual Question Answering•Domains where VQA has been experimented are presented together with the exploited…”
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Emotion recognition by web-shaped model by Barra, Paola, De Maio, Luigi, Barra, Silvio

“…Emotions recognition is widely applied for many tasks in different fields, from human-computer and human-robot interaction to learning platforms. Also, it can…”
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Ubiquitous iris recognition by means of mobile devices by Barra, Silvio, Casanova, Andrea, Narducci, Fabio, Ricciardi, Stefano

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Web-Shaped Model for Head Pose Estimation: An Approach for Best Exemplar Selection by Barra, Paola, Barra, Silvio, Bisogni, Carmen, De Marsico, Maria, Nappi, Michele

“…Head pose estimation is a sensitive topic in video surveillance/smart ambient scenarios since head rotations can hide/distort discriminative features of the…”
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A hand-based biometric system in visible light for mobile environments by Barra, Silvio, De Marsico, Maria, Nappi, Michele, Narducci, Fabio, Riccio, Daniel

“…The analysis of the shape and geometry of the human hand has long represented an attractive field of research to address the needs of digital image forensics…”
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SAFFO: A SIFT based approach for digital anastylosis for fresco recOnstruction by Barra, Paola, Barra, Silvio, Nappi, Michele, Narducci, Fabio

“…Anastylosis is an archaeological technique which focuses on the reconstruction of collapsed building and destroyed artworks, starting from the original pieces…”
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Introduction to the special issue on “Biometrics in Smart Cities: Techniques and Applications (BI_SCI)” by Nappi, Michele, Barra, Silvio, Castiglione, Aniello, Narducci, Fabio, Vijayakumar, Pandi

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Walking in a smart city: Investigating the gait stabilization effect for biometric recognition via wearable sensors by De Marsico, Maria, Mecca, Alessio, Barra, Silvio

“…Technology is expected to enhance life in a Smart City: everything is intelligent, digital, interconnected, and inclusive. In addition, all everyday activities…”
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PhysioUnicaDB: a dataset of EEG and ECG simultaneously acquired by Barra, Silvio, Fraschini, Matteo, Casanova, Andrea, Castiglione, Aniello, Fenu, Gianni

“…•The presentation of a brand new dataset of EEGs and ECGs.•The signals are recorded simultaneously.•The dataset is continuously in expansion. Most of the…”
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Fusion of physiological measures for multimodal biometric systems by Barra, Silvio, Casanova, Andrea, Fraschini, Matteo, Nappi, Michele

“…Physiological measures are widely studied from a medical point of view. Most applications lie in the field of diagnosis of heart attacks, as regards the ECG,…”
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Reinforced Curriculum Learning For Autonomous Driving In Carla by Anzalone, Luca, Barra, Silvio, Nappi, Michele

“…Autonomous Vehicles promise to transport people in a safer, accessible, and even efficient way. Nowadays, real-world autonomous vehicles are build by large…”
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Multi-scale deep learning ensemble for segmentation of endometriotic lesions by Podda, Alessandro Sebastian, Balia, Riccardo, Barra, Silvio, Carta, Salvatore, Neri, Manuela, Guerriero, Stefano, Piano, Leonardo

“…Ultrasound is a readily available, non-invasive and low-cost screening for the identification of endometriosis lesions, but its diagnostic specificity strongly…”
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Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images by Podda, Alessandro Sebastian, Balia, Riccardo, Barra, Silvio, Carta, Salvatore, Fenu, Gianni, Piano, Leonardo

“…Breast cancer is the most prevalent type of cancer among the female world population. Its early detection has a crucial role in enhancing the effectiveness of…”
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A Facial Expression Recognition Approach for Social IoT Frameworks by Barra, Silvio, Hossain, Sanoar, Pero, Chiara, Umer, Saiyed

“…Social IoT has become a sensitive topic in the last years, mainly due to the attraction of social networks and the related digital activities amongst the…”
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