Domenico Vitulano | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Multicomponent signals interference detection exploiting HP-splines frequency parameter	APPLIED NUMERICAL MATHEMATICS	2025
A perception-guided CNN for grape bunch detection	MATHEMATICS AND COMPUTERS IN SIMULATION	2025
Efficiency-driven 3D CNN architectures for hyperspectral classification	3rd Workshop of UMI Group Mathematics for Artificial Intelligence and Machine Learning Book of Abstracts	2025
Non-Linear Data-Driven Methods for feature reduction in Hyperspectral imaging	RITA Young Researchers Meeting 2025 Book of Abstracts	2025
Functional balance at rest of hemispheric homologs assessed via normalized compression distance	FRONTIERS IN NEUROSCIENCE	2024
An information theory approach to stock market liquidity	CHAOS	2024
Fractal properties of 4-point interpolatory subdivision schemes and wavelet scattering transform for signal classification	APPLIED NUMERICAL MATHEMATICS	2024
A visual perception-guided data augmentation method for efficient machine learning-based detection of facial micro-expressions	COMMUNICATIONS IN APPLIED AND INDUSTRIAL MATHEMATICS	2024
Heisenberg principle-inspired filters size setting in 3D CNN for hyperspectral data classification	Proceedings of 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)	2024
Sustainability-focused AI solutions and data-driven methods for dimensionality reduction of hyperspectral images	2nd Workshop on MAThematical CHallenges to and from new technologiES (MATCHES)	2024
Enhancing the Thermal Images of the Upper Scarp of the Poggio Baldi Landslide (Italy) by Physical Modeling and Image Analysis	REMOTE SENSING	2023
A machine-learning approach for automatic grape-bunch detection based on opponent colors	SUSTAINABILITY	2023
Radon transform of image monotonic rearrangements as feature for noise sensor signature	APPLIED MATHEMATICS AND COMPUTATION	2023
A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images	IMAGE AND VISION COMPUTING	2023
A wavelet-based band selection method for hyperspectral image classification	Proceedings of 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)	2023
Contrast-based Image Enhancement for Source Camera Identification	IMACS Series in Computational and Applied Mathematics	2023
A Perception-guided CNN for Grape Bunch Detection	IMACS Series in Computational and Applied Mathematics	2023
A short review on minimum description length: an application to dimension reduction in PCA	ENTROPY	2022
An MDL-Based Wavelet Scattering Features Selection for Signal Classification	AXIOMS	2022
Skeleton-based reassignment of nonstationary signals spectrogram	DIGITAL SIGNAL PROCESSING	2022