Diego Gragnaniello

Orcid: 0000-0003-4271-8160

According to our database1, Diego Gragnaniello authored at least 41 papers between 2012 and 2023.

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

Timeline

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On csauthors.net:

Bibliography

2023
Benchmarking 2D Multi-Object Detection and Tracking Algorithms in Autonomous Vehicle Driving Scenarios.
Sensors, 2023

ONFIRE Contest 2023: Real-Time Fire Detection on the Edge.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

On-Chip Spike Detection and Classification using Neural Networks and Approximate Computing.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022
Virtual special issue on advances in digital security: Biometrics and forensics.
Pattern Recognit. Lett., 2022

Detection of AI-Generated Synthetic Faces.
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

Guest Editorial: Adversarial Deep Learning in Biometrics & Forensics.
Comput. Vis. Image Underst., 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

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

2020
Combining PRNU and noiseprint for robust and efficient device source identification.
EURASIP J. Inf. Secur., 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
A New Unsupervised Approach for Segmenting and Counting Cells in High-Throughput Microscopy Image Sets.
IEEE J. Biomed. Health Informatics, 2019

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

2018
On the vulnerability of deep learning to adversarial attacks for camera model identification.
Signal Process. Image Commun., 2018

Learning-based approach to segment pigment signs in fundus images for Retinitis Pigmentosa analysis.
Neurocomputing, 2018

Automatic segmentation of pigment deposits in retinal fundus images of Retinitis Pigmentosa.
Comput. Medical Imaging Graph., 2018

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

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

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

An Unsupervised Approach for Eye Sclera Segmentation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Retinal Vessels Segmentation Based on a Convolutional Neural Network.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

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

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

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

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

The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks.
Proceedings of the International Conference on Biometrics, 2015

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

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

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

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

A convex variational approach for multiple removal in seismic data.
Proceedings of the 20th European Signal Processing Conference, 2012


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