QSpeckleFilter: a Quantum Machine Learning approach for SAR speckle filtering
Fuente:
arXiv
Saved in:
| Main Authors: | Mauro, Francesco, Sebastianelli, Alessandro, Del Rosso, Maria Pia, Gamba, Paolo, Ullo, Silvia Liberata |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A speckle filter for Sentinel-1 SAR Ground Range Detected data based on Residual Convolutional Neural Networks
by: Sebastianelli, Alessandro, et al.
Published: (2021)
by: Sebastianelli, Alessandro, et al.
Published: (2021)
A Hybrid MLP-Quantum approach in Graph Convolutional Neural Networks for Oceanic Nino Index (ONI) prediction
by: Mauro, Francesco, et al.
Published: (2024)
by: Mauro, Francesco, et al.
Published: (2024)
Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover Classification
by: Sebastianelli, Alessandro, et al.
Published: (2021)
by: Sebastianelli, Alessandro, et al.
Published: (2021)
SEN12-WATER: A New Dataset for Hydrological Applications and its Benchmarking
by: Russo, Luigi, et al.
Published: (2024)
by: Russo, Luigi, et al.
Published: (2024)
A Quantum-assisted Attention U-Net for Building Segmentation over Tunis using Sentinel-1 Data
by: Russo, Luigi, et al.
Published: (2025)
by: Russo, Luigi, et al.
Published: (2025)
Using Multi-Temporal Sentinel-1 and Sentinel-2 data for water bodies mapping
by: Russo, Luigi, et al.
Published: (2024)
by: Russo, Luigi, et al.
Published: (2024)
Benchmarking of a new data splitting method on volcanic eruption data
by: Reale, Simona, et al.
Published: (2024)
by: Reale, Simona, et al.
Published: (2024)
A Deep Learning Architecture for Land Cover Mapping Using Spatio-Temporal Sentinel-1 Features
by: Russo, Luigi, et al.
Published: (2025)
by: Russo, Luigi, et al.
Published: (2025)
Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks
by: Sebastianelli, Alessandro, et al.
Published: (2024)
by: Sebastianelli, Alessandro, et al.
Published: (2024)
An Object-Based Deep Learning Approach for Building Height Estimation from Single SAR Images
by: Memar, Babak, et al.
Published: (2025)
by: Memar, Babak, et al.
Published: (2025)
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification
by: Sebastianelli, Alessandro, et al.
Published: (2021)
by: Sebastianelli, Alessandro, et al.
Published: (2021)
A Deep Learning framework for building damage assessment using VHR SAR and geospatial data: demonstration on the 2023 Turkiye Earthquake
by: Russo, Luigi, et al.
Published: (2025)
by: Russo, Luigi, et al.
Published: (2025)
An Information-Theoretic Detector for Multiple Scatterers in SAR Tomography
by: Addabbo, Pia, et al.
Published: (2026)
by: Addabbo, Pia, et al.
Published: (2026)
Machine Learning-Based Distributed Authentication of UWAN Nodes with Limited Shared Information
by: Ardizzon, Francesco, et al.
Published: (2022)
by: Ardizzon, Francesco, et al.
Published: (2022)
Exploring ISAC Technology for UAV SAR Imaging
by: Moro, Stefano, et al.
Published: (2024)
by: Moro, Stefano, et al.
Published: (2024)
Circuits-Informed Machine Learning Technique for Blind Open-Loop Digital Calibration of SAR ADC
by: Bhanushali, Sumukh, et al.
Published: (2024)
by: Bhanushali, Sumukh, et al.
Published: (2024)
Analysing PolSAR data from vegetation by using the subaperture decomposition approach
by: Ballester-Berman, J. David
Published: (2024)
by: Ballester-Berman, J. David
Published: (2024)
Deep Learning Based Speckle Filtering for Polarimetric SAR Images. Application to Sentinel-1
by: Mestre-Quereda, Alejandro, et al.
Published: (2024)
by: Mestre-Quereda, Alejandro, et al.
Published: (2024)
Reinforcement Learning for SAR View Angle Inversion with Differentiable SAR Renderer
by: Wang, Yanni, et al.
Published: (2024)
by: Wang, Yanni, et al.
Published: (2024)
Introducing Combined Effects of Filtering and ASE Noise in Optical Links Supposing Different Equalization Algorithms
by: Miotto, Enrico, et al.
Published: (2025)
by: Miotto, Enrico, et al.
Published: (2025)
Enriching Earth Observation labeled data with Quantum Conditioned Diffusion Models
by: Mauro, Francesco, et al.
Published: (2025)
by: Mauro, Francesco, et al.
Published: (2025)
End-to-End Learning of Pulse-Shaper and Receiver Filter in the Presence of Strong Intersymbol Interference
by: Nielsen, Søren Føns, et al.
Published: (2024)
by: Nielsen, Søren Føns, et al.
Published: (2024)
Graph Filters for Signal Processing and Machine Learning on Graphs
by: Isufi, Elvin, et al.
Published: (2022)
by: Isufi, Elvin, et al.
Published: (2022)
End-to-End Learning of Transmitter and Receiver Filters in Bandwidth Limited Fiber Optic Communication Systems
by: Nielsen, Søren Føns, et al.
Published: (2024)
by: Nielsen, Søren Føns, et al.
Published: (2024)
An integration-free approach for particle flow filtering
by: Csuzdi, Domonkos, et al.
Published: (2026)
by: Csuzdi, Domonkos, et al.
Published: (2026)
Crystal Oscillators in OSNMA-Enabled Receivers: An Implementation View for Automotive Applications
by: Ardizzon, Francesco, et al.
Published: (2025)
by: Ardizzon, Francesco, et al.
Published: (2025)
DiffDet4SAR: Diffusion-based Aircraft Target Detection Network for SAR Images
by: Jie, Zhou, et al.
Published: (2024)
by: Jie, Zhou, et al.
Published: (2024)
An Unsupervised Machine Learning to Optimize Hybrid Quantum Noise Clusters for Gaussian Quantum Channel
by: Chakraborty, Mouli, et al.
Published: (2024)
by: Chakraborty, Mouli, et al.
Published: (2024)
A Quantum Algorithm for the Diffusion Step of Grid-based Filter
by: Choe, Yeongkwon, et al.
Published: (2026)
by: Choe, Yeongkwon, et al.
Published: (2026)
Opportunistic Information-Bottleneck for Goal-oriented Feature Extraction and Communication
by: Binucci, Francesco, et al.
Published: (2024)
by: Binucci, Francesco, et al.
Published: (2024)
PRANK: a singular value based noise filtering of multiple response datasets for experimental dynamics
by: Trainotti, Francesco, et al.
Published: (2024)
by: Trainotti, Francesco, et al.
Published: (2024)
Optimized cerebral blood flow measurement in speckle contrast optical spectroscopy via refinement of noise calibration
by: Liu, Ninghe, et al.
Published: (2025)
by: Liu, Ninghe, et al.
Published: (2025)
Near-Field SAR Imaging of Moving Targets on Roads
by: Rajwan, Raz, et al.
Published: (2025)
by: Rajwan, Raz, et al.
Published: (2025)
ARSAR-Net: Intelligent SAR Imaging with Adaptive Regularization
by: Fu, Shiping, et al.
Published: (2025)
by: Fu, Shiping, et al.
Published: (2025)
A model-based approach for transforming InSAR-derived vertical land motion from a local to a global reference frame
by: Reshadati, Mahmoud, et al.
Published: (2024)
by: Reshadati, Mahmoud, et al.
Published: (2024)
FaultGuard: A Generative Approach to Resilient Fault Prediction in Smart Electrical Grids
by: Efatinasab, Emad, et al.
Published: (2024)
by: Efatinasab, Emad, et al.
Published: (2024)
General Feature Extraction In SAR Target Classification: A Contrastive Learning Approach Across Sensor Types
by: Muzeau, M., et al.
Published: (2025)
by: Muzeau, M., et al.
Published: (2025)
Conformal Lyapunov Optimization: Optimal Resource Allocation under Deterministic Reliability Constraints
by: Binucci, Francesco, et al.
Published: (2025)
by: Binucci, Francesco, et al.
Published: (2025)
CV Quantum Communications with Angular Rejection Filtering: Modeling and Security Analysis
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)
by: Dabiri, Mohammad Taghi, et al.
Published: (2025)
Integrating Low-Altitude SAR Imaging into UAV Data Backhaul
by: Du, Zhen, et al.
Published: (2025)
by: Du, Zhen, et al.
Published: (2025)
Similar Items
-
A speckle filter for Sentinel-1 SAR Ground Range Detected data based on Residual Convolutional Neural Networks
by: Sebastianelli, Alessandro, et al.
Published: (2021) -
A Hybrid MLP-Quantum approach in Graph Convolutional Neural Networks for Oceanic Nino Index (ONI) prediction
by: Mauro, Francesco, et al.
Published: (2024) -
Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover Classification
by: Sebastianelli, Alessandro, et al.
Published: (2021) -
SEN12-WATER: A New Dataset for Hydrological Applications and its Benchmarking
by: Russo, Luigi, et al.
Published: (2024) -
A Quantum-assisted Attention U-Net for Building Segmentation over Tunis using Sentinel-1 Data
by: Russo, Luigi, et al.
Published: (2025)