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Department of Computer Science and Engineering

Computer vision

DISI carries out both theoretical and applied research in the field of computer vision, with particular focus on video analysis for video surveillance applications. In addition, the department works on embedded systems for computer vision that incorporate on board their own capabilities of visual processing differently from what is more usual in the classic use of video surveillance cameras: the development of embedded systems technology coupled to the use of high-performance image sensors, with great advantages in terms of cost and efficiency, has in fact brought many radical changes, opening the way to new and varied application scenarios.

People

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Muhammad Waqas Arshad

PhD Student

keywords: Quantum Computing, Artificial Intelligence, Data Science, Deep Learning and Machine Learning
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Andrea Asperti

Full Professor

keywords: Deep Learning, Reinforcement Learning, Generative Models

Alessandro Bevilacqua

Assistant professor

keywords: 3D computer vision, machine learning, pattern recognition, medical and biomedical imaging, aerial and satellite
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Guido Borghi

Junior assistant professor (fixed-term)

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Raffaele Cappelli

Associate Professor

keywords: Computer vision, Biometric systems, Fingerprints, Performance evalution of biometric systems
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Alex Costanzino

PhD Student

Teaching tutor

keywords: Computer Vision, Deep Learning, Depth Estimation, Novel View Synthesis, Neural Radiance Fields, Anomaly Detection &
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Nicolò Di Domenico

Research fellow

Teaching tutor

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Matteo Ferrara

Associate Professor

keywords: Biometric Systems, Fingerprint Recognition, Face Recognition, Pattern Recognition, Image Processing, Performance
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Annalisa Franco

Associate Professor

keywords: Face recognition, Biometric systems, Human action recognition
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Giuseppe Lisanti

Associate Professor

keywords: Computer Vision, Pattern Recognition, Machine Learning, Deep Learning
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Elena Loli Piccolomini

Full Professor

keywords: numerical optimization methods, inverse problems in imaging, Deep learning in imaging applications, tomographic image
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Alessandra Lumini

Associate Professor

keywords: Fingerprint recognition, Face detection and recognition, Biometric systems, Bioinformatics, Pattern recognition
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Davide Maltoni

Full Professor

keywords: Biometric systems, Computer vision, Machine learning, Continual learning, Computational neuroscience
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Stefano Mattoccia

Associate Professor

keywords: Computer vision, Machine learning, Deep-learning, 3D perception, Stereo vision, monocular depth estimation, Embedded
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Alessio Mingozzi

PhD Student

Teaching tutor

keywords: Computer Vision, Machine Learning, Neural Architecture Search
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Gianluca Moro

Associate Professor

keywords: Text mining, Data mining, Deep learning, Cross-modal text and images retrieval, Transfer learning, Ad hoc data centric

Lorenzo Pellegrini

Adjunct professor

Research fellow

Teaching tutor

keywords: Artificial intelligence, Continual learning, Robotics, Deep learning, Machine learning
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Matteo Poggi

Senior assistant professor (fixed-term)

keywords: Computer Vision, Deep Learning, Depth Perception

Samuele Salti

Associate Professor

keywords: Computer Vision, Deep Learning, Machine Learning, Telematics
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Matteo Scucchia

PhD Student

Teaching tutor

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Giorgio Tsiotas

PhD Student

keywords: Computer Vision, Internet of Things, Machine Learning, Deep Learning, Natural Language Processing