Davide Cozzolino

Orcid: 0000-0001-6158-7595

According to our database1, Davide Cozzolino authored at least 63 papers between 2012 and 2023.

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

Timeline

Legend:

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Bibliography

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

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

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

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

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

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

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

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

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

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

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

Target-Adaptive CNN-Based Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2018

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

Exploiting Nonlocal Filters for High-Resolution Insar Dem Generation.
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

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

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

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

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

Single-image splicing localization through autoencoder-based anomaly detection.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2016

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

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

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

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

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

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

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


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