Vittoria Bruni

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

Progetti di Ricerca

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