Fabio Dell'Acqua

Orcid: 0000-0002-0044-2998

According to our database1, Fabio Dell'Acqua authored at least 93 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
DPPNet: An Efficient and Robust Deep Learning Network for Land Cover Segmentation From High-Resolution Satellite Images.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2023

Machine Learning-Based Modeling of Air Temperature in the Complex Environment of Yerevan City, Armenia.
Remote. Sens., 2023

Assessing Compliance to EU Nitrate Pollution Regulations by Detecting Manure Applications in Time Series of Sentinel-2 Acquisitions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Tillage Assessment in Time Series of Spaceborne Radar Data Over Rice Paddy Fields in Northern Italy.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Linear Approximation of CPM Signals for a Reduced-Complexity, Multi-Mode Telemetry Transmitter.
Proceedings of the IEEE International Conference on Communications, 2023

2022
Proof-of-Concept for a Ground-Based Dual-Receiver Radar Architecture to Estimate Snowpack Parameters for Wet Snow.
IEEE Trans. Geosci. Remote. Sens., 2022

UCDNet: A Deep Learning Model for Urban Change Detection From Bi-Temporal Multispectral Sentinel-2 Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2022

DIResUNet: Architecture for multiclass semantic segmentation of high resolution remote sensing imagery data.
Appl. Intell., 2022

Data driven channel characterization of human body communication.
Proceedings of the NANOCOM '22: The Ninth Annual ACM International Conference on Nanoscale Computing and Communication, Barcelona, Catalunya, Spain, October 5, 2022

Heterogeneous SAR Sequence Processing for Land Cover Mapping.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

An Experiment on Extended, Satellite-Based Traceability of Organic Crops in North-Western Italy.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Automated Detection of Changes in Built-Up Areas for Map Updating: A Case Study in Northern Italy.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

A Case Study of Rice Paddy Field Detection Using Sentinel-1 Time Series in Northern Italy.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

2021
A Survey on Superpixel Segmentation as a Preprocessing Step in Hyperspectral Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Integrating EfficientNet into an HAFNet Structure for Building Mapping in High-Resolution Optical Earth Observation Data.
Remote. Sens., 2021

Covariation of Passive-Active Microwave Measurements over Vegetated Surfaces: Case Studies at L-Band Passive and L-, C- and X-Band Active.
Remote. Sens., 2021

Identification of Rice Fields in the Lombardy Region of Italy Based on Time Series of Sentinel-1 Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2019
Snowpack Monitoring Using a Dual-Receiver Radar Architecture.
IEEE Trans. Geosci. Remote. Sens., 2019

Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Building Footprint Extraction from Multispectral, Spaceborne Earth Observation Datasets Using a Structurally Optimized U-Net Convolutional Neural Network.
Remote. Sens., 2019

Dense Refinement Residual Network for Road Extraction From Aerial Imagery Data.
IEEE Access, 2019

2018
A Novel Strategy for Very-Large-Scale Cash-Crop Mapping in the Context of Weather-Related Risk Assessment, Combining Global Satellite Multispectral Datasets, Environmental Constraints, and In Situ Acquisition of Geospatial Data.
Sensors, 2018

Preliminary Assessment of Factors Affecting Accuracy of Snow Layer Thickness Estimation Using BI-Static, Up-Looking Radars in an Avalanche Risk Assessment Context.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Snow Cover Monitoring Using Microwave Radars: Dielectric Characterization, Fabrication, and Testing of a Synthetic Snowpack.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Novel Technique for Building Roof Mapping in Very-High-Resolution Multispectral Satellite Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Potentials of Active and Passive Geospatial Crowdsourcing in Complementing Sentinel Data and Supporting Copernicus Service Portfolio.
Proc. IEEE, 2017

CLOOPSy - Copernicus Land cOver crOwdsourcing Platform for Sentinel-based mapping.
J. Open Source Softw., 2017

The IEEE GRSS data and algorithm standard evaluation (DASE) website: Incrementally building a standardized assessment for algorithm performance.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Automatic Delineation of Clouds and Their Shadows in Landsat and CBERS (HRCC) Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

2015
A feature-based approach to register CBERS CCD and HRC imagery for built-up area extraction purposes.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Automatic hybrid-based built-up area extraction from Landsat 5, 7, and 8 data sets.
Proceedings of the Joint Urban Remote Sensing Event, 2015

A PCA-based hybrid approach for built-up area extraction from Landsat 5, 7 and 8 datasets.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Unsupervised change detection for urban expansion monitoring: An object-based approach.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

JEM-line tracking in ISAR airborne radar data of flying aircrafts for engine detecion.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

EO data for rapid risk analysis with the RASOR platform.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Automatic clouds/shadows extraction method from CBERS-2 CCD and LANDSAT data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A small step towards the citizen sensor: A multi-purpose framework for mobile apps.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A landscape archaeology application of "big heritage data": Detecting traces of Roman centuriations in large-scale, old aerial photos.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Urban Area Extent Extraction in Spaceborne HR and VHR Data Using Multi-Resolution Features.
Sensors, 2014

A case study on fusion of seismic damage information from space-borne and ground-based imaging of L'Aquila, 2009 earthquake.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Multi-risk buildings exposure and physical vulnerability mapping from optical satellite images: Developing an integrated toolset.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Technical education on aerospace and remote sensing in the Italian university system - A brief overview.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Fusion of spectral and spatial features for human settlement extraction.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
SAR-Based Seismic Damage Assessment in Urban Areas: Scaling Down Resolution, Scaling Up Computational Performance.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Remote Sensing and Earthquake Damage Assessment: Experiences, Limits, and Perspectives.
Proc. IEEE, 2012

Feature-based aircraft identification in Hi-Res airborne ISAR images.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Is physical vulnerability helpful in SAR-based seismic damage assessment? A preliminary study.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A novel technique for feature-based aircraft identification from high resolution airborne ISAR images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Earthquake Damages Rapid Mapping by Satellite Remote Sensing Data: L'Aquila April 6th, 2009 Event.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Earthquake damage assessment from post-event VHR radar data: From Sichuan, 2008 to Haiti, 2010.
Proceedings of the Joint Urban Remote Sensing Event, 2011

2010
Eigenmethod for Feature Matching of Pre- and Postevent Images Exploiting Adjacency.
IEEE Trans. Geosci. Remote. Sens., 2010

Mapping earthquake damage in VHR radar images of human settlements: Preliminary results on the 6<sup>th</sup> April 2009, Italy case.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Mode-Based Method for Matching of Pre- and Postevent Remotely Sensed Images.
IEEE Geosci. Remote. Sens. Lett., 2009

Experiences in Optical and SAR Imagery Analysis for Damage Assessment in the Wuhan, may 2008 Earthquake.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Towards the Definition of a Flexible Hyperspectral Processing Chain: Preliminary Case Study Using High-Resolution Urban Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Rapid Land Mapping by TerraSAR-X VHR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Rapid Damage Detection in the Bam Area Using Multitemporal SAR and Exploiting Ancillary Data.
IEEE Trans. Geosci. Remote. Sens., 2007

Improved VHR Urban Area Mapping Exploiting Object Boundaries.
IEEE Trans. Geosci. Remote. Sens., 2007


2006
Change Detection of Multitemporal SAR Data in Urban Areas Combining Feature-Based and Pixel-Based Techniques.
IEEE Trans. Geosci. Remote. Sens., 2006

Semi-automatic choice of scale-dependent features for satellite SAR image classification.
Pattern Recognit. Lett., 2006

Improving urban road extraction in high-resolution images exploiting directional filtering, perceptual grouping, and simple topological concepts.
IEEE Geosci. Remote. Sens. Lett., 2006

2005
Urban remote sensing using multiple data sets: Past, present, and future.
Inf. Fusion, 2005

Comparison and combination of multiband classifiers for landsat urban land cover mapping.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Joint feature and pixel-based change detection in high resolution SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Image interpretation through problem segmentation for very high resolution data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
Coregistration of multiangle fine spatial resolution SAR images.
IEEE Geosci. Remote. Sens. Lett., 2004

Exploiting spectral and spatial information in hyperspectral urban data with high resolution.
IEEE Geosci. Remote. Sens. Lett., 2004

ENVISAT-1 data for urban area detection and characterization.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

High resolution InSAR "Builtscape" improvement using LIDAR as ancillary data.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Sea SAR image analysis by fractal data fusion.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003
Multitemporal/multiband SAR classification of urban areas using spatial analysis: statistical versus neural kernel-based approach.
IEEE Trans. Geosci. Remote. Sens., 2003

Improvements to urban area characterization using multitemporal and multiangle SAR images.
IEEE Trans. Geosci. Remote. Sens., 2003

Pyramidal rain field decomposition using radial basis function neural networks for tracking and forecasting purposes.
IEEE Trans. Geosci. Remote. Sens., 2003

Texture-based characterization of urban environments on satellite SAR images.
IEEE Trans. Geosci. Remote. Sens., 2003

Multisource urban classification: joint processing of optical and SAR data for land cover mapping.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Using image magnification techniques to improve classification of hyperspectral data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Exploiting spectral and spatial information for classifying hyperspectral data in urban areas.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Fractal mapping for sea surface anomalies recognition.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Preparing an urban test site for SRTM data validation.
IEEE Trans. Geosci. Remote. Sens., 2002

Reconstruction of Planar Surfaces Behind Occlusions in Range Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Multiband SAR classification using contextual analysis: annealing segmentation vs. a neural kernel-based approach.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

On the optimisation of RBF-based radar rainmap prediction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Extraction and fusion of street networks from fine resolution SAR data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Multitemporal urban area characterization through fuzzy neural networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Fractal behavior of sea SAR ERS-1 images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2001
Detection of urban structures in SAR images by robust fuzzy clustering algorithms: the example of street tracking.
IEEE Trans. Geosci. Remote. Sens., 2001

Query-by-shape in meteorological image archives using the point diffusion technique.
IEEE Trans. Geosci. Remote. Sens., 2001

Reconstruction of Surfaces behind Occlusions in Range Images.
Proceedings of the 3rd International Conference on 3D Digital Imaging and Modeling (3DIM 2001), 28 May, 2001

1998
A Comparison between Different Modal Matching Based Similarity Indexes.
Proceedings of the Image Databases and Multi-Media Search, 1998

Simplified modal analysis and search for reliable shape retrieval.
IEEE Trans. Circuits Syst. Video Technol., 1998

A simple algorithm for similarity evaluation of figures defined by sets of points.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998


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