Luisa Verdoliva

Orcid: 0000-0001-7286-7963

Affiliations:
  • University Federico II of Naples, Italy


According to our database1, Luisa Verdoliva authored at least 162 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
Synthetic Image Verification in the Era of Generative Artificial Intelligence: What Works and What Isn't There yet.
IEEE Secur. Priv., 2024

Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection.
CoRR, 2024

Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet.
CoRR, 2024

Detecting Multimedia Generated by Large AI Models: A Survey.
CoRR, 2024

Did You Note My Palette? Unveiling Synthetic Images Through Color Statistics.
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2024

Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models.
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2024

M3DSYNTH: A Dataset of Medical 3D Images with AI-Generated Local Manipulations.
Proceedings of the IEEE International Conference on Acoustics, 2024

Zero-Shot Detection of AI-Generated Images.
Proceedings of the Computer Vision - ECCV 2024, 2024

Raising the Bar of AI-generated Image Detection with CLIP.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions].
IEEE Signal Process. Mag., November, 2023

Information Forensics and Security: A quarter-century-long journey.
IEEE Signal Process. Mag., July, 2023

HeadCraft: Modeling High-Detail Shape Variations for Animated 3DMMs.
CoRR, 2023

Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition.
CoRR, 2023

Learning Pairwise Interaction for Generalizable DeepFake Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

How to Boost Face Recognition with StyleGAN?
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Training Data Improvement for Image Forgery Detection using Comprint.
Proceedings of the IEEE International Conference on Consumer Electronics, 2023

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

TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Audio-Visual Person-of-Interest DeepFake Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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
Audio-Visual Person-of-Interest DeepFake Detection.
CoRR, 2022

Forensic Analysis of Synthetically Generated Western Blot Images.
IEEE Access, 2022

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

Deepfake Detection: State-of-the-art and Future Directions.
Proceedings of the WDC@AsiaCCS '22: Proceedings of the 1st Workshop on Security Implications of Deepfakes and Cheapfakes, 2022

Towards Generalization in Deepfake Detection.
Proceedings of the MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27, 2022

Comprint: Image Forgery Detection and Localization Using Compression Fingerprints.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

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


Detection of AI-Generated Synthetic Faces.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

Multimedia Forensics Before the Deep Learning Era.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

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

Forensic Analysis of Synthetically Generated Scientific Images.
CoRR, 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

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

ID-Reveal: Identity-aware DeepFake Video Detection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SpoC: Spoofing Camera Fingerprints.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 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
Facing Device Attribution Problem for Stabilized Video Sequences.
IEEE Trans. Inf. Forensics Secur., 2020

Noiseprint: A CNN-Based Camera Model Fingerprint.
IEEE Trans. Inf. Forensics Secur., 2020

CNN-Based Fast Source Device Identification.
IEEE Signal Process. Lett., 2020

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

Media Forensics and DeepFakes: An Overview.
IEEE J. Sel. Top. Signal Process., 2020

Editorial: Media Authentication and Forensics - New Solutions and Research Opportunities.
IEEE J. Sel. Top. Signal Process., 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

Incremental learning for the detection and classification of GAN-generated images.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019

Multimedia Forensics.
Proceedings of the 27th ACM International Conference on Multimedia, 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

FaceForensics++: Learning to Detect Manipulated Facial Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 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

On the vulnerability of deep learning to adversarial attacks for camera model identification.
Signal Process. Image Commun., 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

ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection.
CoRR, 2018

Guided patch-wise nonlocal SAR despeckling.
CoRR, 2018

FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces.
CoRR, 2018

Detection of GAN-Generated Fake Images over Social Networks.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Deep Learning in Multimedia Forensics.
Proceedings of the 6th ACM Workshop on Information Hiding and Multimedia Security, 2018

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

Blind Detection and Localization of Video Temporal Splicing Exploiting Sensor-Based Footprints.
Proceedings of the 26th European Signal Processing Conference, 2018

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

Camera-based Image Forgery Localization using Convolutional Neural Networks.
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

Multitemporal SAR Image Despeckling Based on Block-Matching and Collaborative Filtering.
IEEE Trans. Geosci. Remote. Sens., 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

CNN-based pansharpening of multi-resolution remote-sensing images.
Proceedings of the Joint Urban Remote Sensing Event, 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

Residual-based forensic comparison of video sequences.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

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

LivDet iris 2017 - Iris liveness detection competition 2017.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 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

Handbook of Digital Forensics of Multimedia Data and Devices [Book Reviews].
IEEE Signal Process. Mag., 2016

Pansharpening by Convolutional Neural Networks.
Remote. Sens., 2016

Cell image classification by a scale and rotation invariant dense local descriptor.
Pattern Recognit. Lett., 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

Single-image splicing localization through autoencoder-based anomaly detection.
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

Scale Invariant Descriptor for Content Based Image Retrieval in Biomedical Applications.
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

Iris liveness detection for mobile devices based on local descriptors.
Pattern Recognit. Lett., 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

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

The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks.
Proceedings of the International Conference on Biometrics, 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

Biologically-Inspired Dense Local Descriptor for Indirect Immunofluorescence Image Classification.
Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

Attacking the triangle test in sensor-based camera identification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

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

Image forgery localization through the fusion of camera-based, feature-based and pixel-based techniques.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image forgery detection through residual-based local descriptors and block-matching.
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

Image forgery detection based on the fusion of machine learning and block-matching methods.
CoRR, 2013

A novel framework for image forgery localization.
CoRR, 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

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

Multiple Classifier Systems for Image Forgery Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012
A Nonlocal SAR Image Denoising Algorithm Based on LLMMSE Wavelet Shrinkage.
IEEE Trans. Geosci. Remote. Sens., 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

2011
Image Focusing Using Gauss-Laguerre Circular Harmonic Filters.
Proceedings of the Joint Urban Remote Sensing Event, 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

A nonlocal approach for SAR image denoising.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

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

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

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

Adaptive Region-Based Compression of Multispectral Images.
Proceedings of the International Conference on Image Processing, 2006

Region based compression of multispectral images by classified KLT.
Proceedings of the 14th European Signal Processing Conference, 2006

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

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

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

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

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

Performance analysis of LCL-PTV narrowband interference suppression algorithms.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

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

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

Adaptive interference suppression in CDMA systems by LCL-PTV filtering.
Proceedings of the 10th European Signal Processing Conference, 2000


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