Paolo Russo | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	2024
Enhancing Air Quality Forecasting Through Deep Learning and Continuous Wavelet Transform	Image Analysis and Processing - ICIAP 2023 Workshops	2024
A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking	IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE	2024
D4D: An RGBD diffusion model to boost monocular depth estimation	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY	2024
Deep Classification of Microplastics Through Image Fusion Techniques	IEEE ACCESS	2024
DC-DOES: A Dual-Camera Deep Learning Approach for Robust Orientation Estimation in Maritime Environments	IEEE ACCESS	2024
Raman Spectroscopy and AI Applications in Cancer Grading: An Overview	IEEE ACCESS	2024
Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios	SENSORS	2023
Anomaly detection in railway bridges using imaging techniques	SCIENTIFIC REPORTS	2023
METER: a mobile vision transformer architecture for monocular depth estimation	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY	2023
Why Don't You Speak?: A Smartphone Application to Engage Museum Visitors Through Deepfakes Creation	Proceedings of the 5th Workshop on analySis, Understanding and proMotion of heritAge Contents (SUMAC '23). Association for Computing Machinery, New York, NY, USA	2023
Bridge Damage Identification Using Deep Neural Networks on Time–Frequency Signals Representation		2023
SPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings	IEEE ACCESS	2022
aRTIC GAN: A Recursive Text-Image-Conditioned GAN	ELECTRONICS	2022
Real-time monocular depth estimation on embedded devices: challenges and performances in terrestrial and underwater scenarios	IEEE International Workshop on Metrology for the Sea	2022
Deep Learning for Chondrogenic Tumor Classification through Wavelet Transform of Raman Spectra	SENSORS	2022
DOES: A Deep Learning-Based Approach to Estimate Roll and Pitch at Sea	IEEE ACCESS	2022
Deep models optimization on embedded devices to improve the orientation estimation task at sea.	2022 IEEE International Workshop on Metrology for the Sea	2022
Danae++: A smart approach for denoising underwater attitude estimation	SENSORS	2021
Learning to See through a Few Pixels: Multi Streams Network for Extreme Low-Resolution Action Recognition	IEEE ACCESS	2021