Diego Gragnaniello

Assistant Professor

Italy

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About

Diego Gragnaniello is an Assistant Professor at the Università degli studi di Napoli Federico II, in the Dipartimento di Ingegneria Elettrica e delle Tecnologie dell'Informazione, Italy. His research interests include fire detection in videos, multi-object detection and tracking algorithms, and advancements in deep learning applications. Recent publications reflect his contributions to areas such as video fire recognition, adversarial deep learning, and real-time environmental condition recognition.

Articles (11)

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2025

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2025

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2025

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2024

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2023

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2021

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2021

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2020

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2020

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2020

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2020

Collaborators (2)

Carlo Sansone

University of Naples Federico II

ITALY

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Antonio Vicinanza

University of Salerno

ITALY

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Diego Gragnaniello

Research Interests

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Articles (11)

FOCUS: Improving fire detection on videos by scenario adaptation

Video Fire Recognition Using Zero-shot Vision-language Models Guided by a Task-aware Object Detector

Real-time joint recognition of weather and ground surface conditions by a multi-task deep network

Fire and smoke detection from videos: A literature review under a novel taxonomy

Benchmarking 2D Multi-Object Detection and Tracking Algorithms in Autonomous Vehicle Driving Scenarios

Guest Editorial: Adversarial Deep Learning in Biometrics & Forensics

Perceptual quality-preserving black-box attack against deep learning image classifiers

Combining PRNU and noiseprint for robust and efficient device source identification

Neonatal lung ultrasound: From paradox to diagnosis … and beyond

Special Issue on Advances in Deep Learning

A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection

Collaborators (2)

Carlo Sansone

Antonio Vicinanza

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