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
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
DANAE: A denoising autoencoder for underwater attitude estimation	MetroSea 2020 - TC19 International Workshop on Metrology for the Sea	2020
Hallucinating Agnostic Images to Generalize Across Domains	2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)	2019
Towards Multi-source Adaptive Semantic Segmentation	International Conference on Image Analysis and Processing	2019
From source to target and back: Symmetric Bi-Directional Adaptive GAN	2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. Proceedings	2018
(DE)(CO)-C-2: Deep Depth Colorization	IEEE ROBOTICS AND AUTOMATION LETTERS	2018