Giovanni Poggi

Orcid: 0000-0003-1327-4812

According to our database1, Giovanni Poggi authored at least 151 papers between 1992 and 2023.

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

Timeline

Legend:

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Bibliography

2023
Unsupervised Deep Learning-Based Pansharpening With Jointly Enhanced Spectral and Spatial Fidelity.
IEEE Trans. Geosci. Remote. Sens., 2023

PCA-CNN Hybrid Approach for Hyperspectral Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2023

Raising the Bar of AI-generated Image Detection with CLIP.
CoRR, 2023

M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations.
CoRR, 2023

Synergic Use of SAR and Optical Data for Feature Extraction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Unsupervised CNN-Based Hyperspectral Pansharpening Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Pansharpening by Efficient and Fast Unsupervised Target-Adaptive CNN.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

On The Detection of Synthetic Images Generated by Diffusion Models.
Proceedings of the IEEE International Conference on Acoustics, 2023

Intriguing properties of synthetic images: from generative adversarial networks to diffusion models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Pansharpening by Convolutional Neural Networks in the Full Resolution Framework.
IEEE Trans. Geosci. Remote. Sens., 2022

Deepfake audio detection by speaker verification.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2022

FLUID: Formulated LiqUid Instability Dataset.
Proceedings of the Eighth IEEE International Conference on Multimedia Big Data, 2022

2021
Perceptual quality-preserving black-box attack against deep learning image classifiers.
Pattern Recognit. Lett., 2021

Towards Universal GAN Image Detection.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Impact of Training Set Design in CNN-Based Sar Image Despeckling.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Cloud Segmentation of Sentinel-2 Images Using Convolutional Neural Network with Domain Adaptation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Full-Resolution Training Framework for Sentinel-2 Image Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Are GAN Generated Images Easy to Detect? A Critical Analysis of the State-Of-The-Art.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Deep learning-based non-intrusive detection of instabilities in formulated liquids.
Proceedings of the 4th International Conference on Artificial Intelligence for Industries, 2021

2020
Nonlocal CNN SAR Image Despeckling.
Remote. Sens., 2020

Combining PRNU and noiseprint for robust and efficient device source identification.
EURASIP J. Inf. Secur., 2020

Deep learning methods for SAR image despeckling: trends and perspectives.
CoRR, 2020

A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection.
IEEE Access, 2020

Deep learning in the ultrasound evaluation of neonatal respiratory status.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Guided Patchwise Nonlocal SAR Despeckling.
IEEE Trans. Geosci. Remote. Sens., 2019

A PatchMatch-Based Dense-Field Algorithm for Video Copy-Move Detection and Localization.
IEEE Trans. Circuits Syst. Video Technol., 2019

Do GANs Leave Artificial Fingerprints?
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Nonlocal Sar Image Despeckling by Convolutional Neural Networks.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Extracting camera-based fingerprints for video forensics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration.
IEEE Trans. Geosci. Remote. Sens., 2018

The Offset-Compensated Nonlocal Filtering of Interferometric Phase.
Remote. Sens., 2018

A deep learning approach for iris sensor model identification.
Pattern Recognit. Lett., 2018

Guided patch-wise nonlocal SAR despeckling.
CoRR, 2018

Sparse-Coding Adapted to SAR Images with an Application to Despeckling.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Exploiting Nonlocal Filters for High-Resolution Insar Dem Generation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Analysis of Adversarial Attacks against CNN-based Image Forgery Detectors.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
A Reliable Order-Statistics-Based Approximate Nearest Neighbor Search Algorithm.
IEEE Trans. Image Process., 2017

Blind PRNU-Based Image Clustering for Source Identification.
IEEE Trans. Inf. Forensics Secur., 2017

A study of co-occurrence based local features for camera model identification.
Multim. Tools Appl., 2017

Automatically analyzing groups of crashes for finding correlations.
Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

Autoencoder with recurrent neural networks for video forgery detection.
Proceedings of the Media Watermarking, Security, and Forensics 2017, Burlingame, CA, USA, 29 January 2017, 2017

Training convolutional neural networks for semantic classification of remote sensing imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection.
Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security, 2017

Fusion of sar-optical data for land cover monitoring.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A fully convolutional neural network for low-complexity single-stage ship detection in Sentinel-1 SAR images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

SAR image despeckling through convolutional neural networks.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

PRNU-Based Forgery Localization in a Blind Scenario.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016
Scattering-Based SARBM3D.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

SAR Image Despeckling by Soft Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Using iris and sclera for detection and classification of contact lenses.
Pattern Recognit. Lett., 2016

Correlation clustering for PRNU-based blind image source identification.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2016

Biometric Spoofing Detection by a Domain-Aware Convolutional Neural Network.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

2015
An Investigation of Local Descriptors for Biometric Spoofing Detection.
IEEE Trans. Inf. Forensics Secur., 2015

Efficient Dense-Field Copy-Move Forgery Detection.
IEEE Trans. Inf. Forensics Secur., 2015

Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Nonlocal Adaptive Multilooking in SAR Multipass Differential Interferometry.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Local contrast phase descriptor for fingerprint liveness detection.
Pattern Recognit., 2015

Optical-Driven Nonlocal SAR Despeckling.
IEEE Geosci. Remote. Sens. Lett., 2015

Land Use Classification in Remote Sensing Images by Convolutional Neural Networks.
CoRR, 2015

Splicebuster: A new blind image splicing detector.
Proceedings of the 2015 IEEE International Workshop on Information Forensics and Security, 2015

Counter-forensics in machine learning based forgery detection.
Proceedings of the Media Watermarking, 2015

A ground truth design tool for multiresolution images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Superpixel-based segmentation of remote sensing images through correlation clustering.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

SAR despeckling based on soft classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Video forgery detection and localization based on 3D patchmatch.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Evaluation of Residual-Based Local Features for Camera Model Identification.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

2014
A Bayesian-MRF Approach for PRNU-Based Image Forgery Detection.
IEEE Trans. Inf. Forensics Secur., 2014

Benchmarking Framework for SAR Despeckling.
IEEE Trans. Geosci. Remote. Sens., 2014

Exploration of Multitemporal COSMO-SkyMed Data via Interactive Tree-Structured MRF Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm.
IEEE Signal Process. Mag., 2014

Fast Adaptive Nonlocal SAR Despeckling.
IEEE Geosci. Remote. Sens. Lett., 2014

A feature-based approach for image tampering detection and localization.
Proceedings of the 2014 IEEE International Workshop on Information Forensics and Security, 2014

Contact Lens Detection and Classification in Iris Images through Scale Invariant Descriptor.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

SAR despeckling guided by an optical image.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Interactive segmentation of high resolution synthetic aperture radar data by tree-structured MRF.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Copy-move forgery detection based on PatchMatch.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Guided filtering for PRNU-based localization of small-size image forgeries.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Self-organizing maps for the design of multiple description vector quantizers.
Neurocomputing, 2013

PRNU-based forgery detection with regularity constraints and global optimization.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Effects of despeckling on the estimation of fractal dimension from SAR images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Dynamic Hierarchical Segmentation of Remote Sensing Images.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A Watershed-Based Segmentation Technique for Multiresolution Data.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Extracting Compact Information from Image Benchmarking Tools: The SAR Despeckling Case.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012
Improved BM3D for Correlated Noise Removal.
Proceedings of the VISAPP 2012, 2012

Non-local methods for filtering interferometric SAR datasets.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Classification-based nonlocal SAR despeckling.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

A Comparative Analysis of Forgery Detection Algorithms.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

SAR image simulation for the assessment of despeckling techniques.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A marker-controlled watershed segmentation: Edge, mark and fill.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Evaluating the Effects of MJPEG Compression on Motion Tracking in Metro Railway Surveillance.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Morphological road segmentation in urban areas from high resolution satellite images.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

PRNU-based detection of small-size image forgeries.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

2010
Sigmoid shrinkage for BM3D denoising algorithm.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

On the influence of denoising in PRNU based forgery detection.
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010

Dynamic segmentation for image information mining.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Hierarchical Texture-Based Segmentation of Multiresolution Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2009

Texture-Based Segmentation of Very High Resolution Remote-Sensing Images.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Advances in Texture-based Segmentation of High Resolution Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Recursive Texture Fragmentation and Reconstruction Segmentation Algorithm Applied to VHR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Region-Based Classification of Multisensor Optical-SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A SPIHT-like image coder based on the contourlet transform.
Proceedings of the International Conference on Image Processing, 2008

Texture image segmentation by hierarchical modeling.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Design of low-resolution multiple description vector quantizers by means of the Self Organizing Maps.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Unsupervised hierarchical image segmentation based on the TS-MRF model and fast Mean-Shift clustering.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Region-Based Transform Coding of Multispectral Images.
IEEE Trans. Image Process., 2007

Improved Class-Based Coding of Multispectral Images With Shape-Adaptive Wavelet Transform.
IEEE Geosci. Remote. Sens. Lett., 2007

Costs and Advantages of Object-Based Image Coding with Shape-Adaptive Wavelet Transform.
EURASIP J. Image Video Process., 2007

A hierarchical segmentation algorithm for multiresolution satellite images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Low-complexity compression of multispectral images based on classified transform coding.
Signal Process. Image Commun., 2006

Hierarchical Mrf-Based Segmentation of Remote-Sensing Images.
Proceedings of the International Conference on Image Processing, 2006

Identification of image structure by the mean shift procedure for hierarchical MRF-based image segmentation.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Supervised segmentation of remote sensing images based on a tree-structured MRF model.
IEEE Trans. Geosci. Remote. Sens., 2005

Costs and advantages of shape-adaptive wavelet transform for region-based image coding.
Proceedings of the 2005 International Conference on Image Processing, 2005

A comparison of flat and object-based transform coding techniques for the compression of multispectral images.
Proceedings of the 2005 International Conference on Image Processing, 2005

Multitemporal image classification with automatic building of tree-structured MRF models.
Proceedings of the 13th European Signal Processing Conference, 2005

An unsupervised segmentation-based coder for multispectral images.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
A Bayesian filtering technique for SAR interferometric phase fields.
IEEE Trans. Image Process., 2004

Supervised segmentation of remote-sensing multitemporal images based on the tree-structured Markov random field model.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Compression of multitemporal remote sensing images through Bayesian segmentation.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Segmentation of remote-sensing images by supervised TS-MRF.
Proceedings of the 2004 International Conference on Image Processing, 2004

Region-oriented compression of multispfctral images by shape-adaptive wavelet transform and sphit.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
A tree-structured Markov random field model for Bayesian image segmentation.
IEEE Trans. Image Process., 2003

Improved tree-structured segmentation of remote sensing images.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Sequential Bayesian segmentation of remote sensing images.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Self-organizing codebooks for trellis-coded VQ.
IEEE Signal Process. Lett., 2002

MAP-MRF filtering of SAR interferometric phase fields.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

The advantage of segmentation in SAR image compression.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Low-Complexity Scalable Video Coding through Table Lookup VQ and Index Coding.
Proceedings of the Protocols and Systems for Interactive Distributed Multimedia, 2002

An adaptive MRF model for boundary-preserving segmentation of multispectral images.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Compression of SAR raw data through range focusing and variable-rate trellis-coded quantization.
IEEE Trans. Image Process., 2001

Tree-structured product-codebook vector quantization.
Signal Process. Image Commun., 2001

2000
Compression of SAR data through range focusing and variable-rate vector quantization.
IEEE Trans. Geosci. Remote. Sens., 2000

Compression of multispectral images by three-dimensional SPIHT algorithm.
IEEE Trans. Geosci. Remote. Sens., 2000

1999
Compression of multispectral images by spectral classification and transform coding.
IEEE Trans. Image Process., 1999

Image segmentation by tree-structured Markov random fields.
IEEE Signal Process. Lett., 1999

1998
Kronecker-product gain-shape vector quantization for multispectral and hyperspectral image coding.
IEEE Trans. Image Process., 1998

1997
Compression of multispectral images by address-predictive vector quantization.
Signal Process. Image Commun., 1997

Letter: Low bit-rate vector quantization with progressive transmission.
Eur. Trans. Telecommun., 1997

Embedded Zerotree Wavelet Coding of Multispectral Images.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Generalized-cost-measure-based address-predictive vector quantization.
IEEE Trans. Image Process., 1996

Multispectral-image coding by spectral classification.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Multispectral-image coding by vector quantization with Kronecker-product representation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Generalized gain-shape vector quantization for multispectral image coding.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Pruned tree-structured vector quantization of medical images with segmentation and improved prediction.
IEEE Trans. Image Process., 1995

Applications of the kohonen algorithm in vector quantization.
Eur. Trans. Telecommun., 1995

1993
Address-Predictive Vector Quantization of Images by Topology-Preserving Codebook Ordering.
Eur. Trans. Telecommun., 1993

Codebook ordering techniques for address-predictive VQ.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
An interference-tolerant algorithm for localization of cyclostationary-signal sources.
IEEE Trans. Signal Process., 1992


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