Irene Amerini

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 63

Top Topics

Convolutional Neural Network

Depth Estimation

Top Venues

Publications

Claudia Melis Tonti, Lorenzo Papa, Irene Amerini
Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction. IEEE Computer Graphics and Applications 44 (2) (2024)
Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching. CoRR (2024)
Lorenzo Papa, P. Russo, Irene Amerini
D4D: An RGBD diffusion model to boost monocular depth estimation. CoRR (2024)
Taiba Majid Wani, Syed Asif Ahmad Qadri, Danilo Comminiello, Irene Amerini
Detecting Audio Deepfakes: Integrating CNN and BiLSTM with Multi-Feature Concatenation. IH&MMSec (2024)
Luca Maiano, Alexandra Benova, Lorenzo Papa, Mara Stockner, Michela Marchetti, Gianmarco Convertino, Giuliana Mazzoni, Irene Amerini
Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images. IEEE Secur. Priv. 22 (3) (2024)
Leonardo Mongelli, Luca Maiano, Irene Amerini
CMDD: A novel multimodal two-stream CNN deepfakes detector. ROMCIR@ECIR (2024)
Lorenzo Papa, P. Russo, Irene Amerini
METER: a mobile vision transformer architecture for monocular depth estimation. CoRR (2024)
Li Lin, Yamini Sri Krubha, Zhenhuan Yang, Cheng Ren, Thuc Duy Le, Irene Amerini, Xin Wang, Shu Hu
Robust COVID-19 Detection in CT Images with CLIP. CoRR (2024)
Nikolaos Dionelis, Francesco Pro, Luca Maiano, Irene Amerini, Bertrand Le Saux
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images. CoRR (2024)
Giorgio Leporoni, Luca Maiano, Lorenzo Papa, Irene Amerini
A guided-based approach for deepfake detection: RGB-depth integration via features fusion. Pattern Recognit. Lett. 181 (2024)
Francesco Tassone, Luca Maiano, Irene Amerini
Continuous fake media detection: adapting deepfake detectors to new generative techniques. CoRR (2024)
Santosh, Li Lin, Irene Amerini, Xin Wang, Shu Hu
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images. CoRR (2024)
Asha S, Vinod P, Irene Amerini, Varun G. Menon
D-Fence layer: an ensemble framework for comprehensive deepfake detection. Multim. Tools Appl. 83 (26) (2024)
Fulvio Sanguigni, Mikolaj Czerkawski, Lorenzo Papa, Irene Amerini, Bertrand Le Saux
Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection. CoRR (2023)
Muhammad Imran, Hassaan Khaliq Qureshi, Irene Amerini
BHAC-MRI: Backdoor and Hybrid Attacks on MRI Brain Tumor Classification Using CNN. ICIAP (2) (2023)
Lorenzo Papa, Paolo Russo, Irene Amerini, Luping Zhou
A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking. CoRR (2023)
Federico Siciliano, Luca Maiano, Lorenzo Papa, Federica Baccini, Irene Amerini, Fabrizio Silvestri
Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It. CoRR (2023)
Taiba Majid Wani, Irene Amerini
Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks. ICIAP (2) (2023)
Lorenzo Papa, Lorenzo Faiella, Luca Corvitto, Luca Maiano, Irene Amerini
On the use of Stable Diffusion for creating realistic faces: from generation to detection. IWBF (2023)
Tania Sari Bonaventura, Luca Maiano, Lorenzo Papa, Irene Amerini
An Automated Ground-to-Aerial Viewpoint Localization for Content Verification. DSP (2023)
Luca Maiano, Antonio Montuschi, Marta Caserio, Egon Ferri, Federico Kieffer, Chiara Germanò, Lorenzo Baiocco, Lorenzo Ricciardi Celsi, Irene Amerini, Aris Anagnostopoulos
A deep-learning-based antifraud system for car-insurance claims. Expert Syst. Appl. 231 (2023)
Matteo Zaramella, Irene Amerini, Paolo Russo
Why Don't You Speak?: A Smartphone Application to Engage Museum Visitors Through Deepfakes Creation. SUMAC @ ACM Multimedia (2023)
Claudio Schiavella, Lorenzo Cirillo, Lorenzo Papa, Paolo Russo, Irene Amerini
Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task. ICIAP Workshops (1) (2023)
Gianmarco Baldini, Irene Amerini, Franc Dimc, Fausto Bonavitacola
Convolutional neural networks combined with feature selection for radio-frequency fingerprinting. Comput. Intell. 39 (5) (2023)
Lorenzo Papa, Gabriele Proietti Mattia, Paolo Russo, Irene Amerini, Roberto Beraldi
Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios. Sensors 23 (4) (2023)
Lorenzo Papa, Paolo Russo, Irene Amerini
METER: A Mobile Vision Transformer Architecture for Monocular Depth Estimation. IEEE Trans. Circuits Syst. Video Technol. 33 (10) (2023)
Irene Amerini, Anderson Rocha, Paul L. Rosin, Xianfang Sun
Media Forensics and the Challenge of Big Data (Dagstuhl Seminar 23021). Dagstuhl Reports 13 (1) (2023)
Irene Amerini, Mauro Conti, Pietro Giacomazzi, Luca Pajola
PRaNA: PRNU-based Technique to Tell Real and Deepfake Videos Apart. IJCNN (2022)
Gianmarco Baldini, Irene Amerini
Microphone Identification based on Spectral Entropy with Convolutional Neural Network. WIFS (2022)
Luca Maiano, Lorenzo Papa, Ketbjano Vocaj, Irene Amerini
DepthFake: A Depth-Based Strategy for Detecting Deepfake Videos. ICPR Workshops (4) (2022)
Lorenzo Papa, Edoardo Alati, Paolo Russo, Irene Amerini
SPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings. IEEE Access 10 (2022)
Irene Amerini, Aris Anagnostopoulos, Luca Maiano, Lorenzo Ricciardi Celsi
Learning Double-Compression Video Fingerprints Left from Social-Media Platforms. CoRR (2022)
Luca Maiano, Lorenzo Papa, Ketbjano Vocaj, Irene Amerini
DepthFake: a depth-based strategy for detecting Deepfake videos. CoRR (2022)
Gianmarco Baldini, Irene Amerini
Online Distributed Denial of Service (DDoS) intrusion detection based on adaptive sliding window and morphological fractal dimension. Comput. Networks 210 (2022)
Giovanbattista Abbate, Irene Amerini, Roberto Caldelli
Image Watermarking Backdoor Attacks in CNN-Based Classification Tasks. ICPR Workshops (4) (2022)
Luca Maiano, Irene Amerini, Lorenzo Ricciardi Celsi, Aris Anagnostopoulos
Identification of Social-Media Platform of Videos through the Use of Shared Features. CoRR (2021)
Irene Amerini, Aris Anagnostopoulos, Luca Maiano, Lorenzo Ricciardi Celsi
Deep Learning for Multimedia Forensics. Found. Trends Comput. Graph. Vis. 12 (4) (2021)
Irene Amerini, Aris Anagnostopoulos, Luca Maiano, Lorenzo Ricciardi Celsi
Learning Double-Compression Video Fingerprints Left From Social-Media Platforms. ICASSP (2021)
Cecilia Pasquini, Irene Amerini, Giulia Boato
Media forensics on social media platforms: a survey. EURASIP J. Inf. Secur. 2021 (1) (2021)
Irene Amerini, Gianmarco Baldini, Francesco Leotta
Image and Video Forensics. J. Imaging 7 (11) (2021)
Luca Maiano, Irene Amerini, Lorenzo Ricciardi Celsi, Aris Anagnostopoulos
Identification of Social-Media Platform of Videos through the Use of Shared Features. J. Imaging 7 (8) (2021)
Eduardo Cabal-Yepez, Luis Manuel Ledesma-Carrillo, Guillermo Botella, Irene Amerini
Introduction to the special section on image processing in security applications (VSI-ipsa). Comput. Electr. Eng. 89 (2021)
Roberto Caldelli, Leonardo Galteri, Irene Amerini, Alberto Del Bimbo
Optical Flow based CNN for detection of unlearnt deepfake manipulations. Pattern Recognit. Lett. 146 (2021)
Gianmarco Baldini, Irene Amerini
An Evaluation of Entropy Measures for Microphone Identification. Entropy 22 (11) (2020)
Irene Amerini, Chang-Tsun Li, Nasir D. Memon, Jiwu Huang
IEEE Access Special Section: Digital Forensics Through Multimedia Source Inference. IEEE Access 8 (2020)
Irene Amerini, Roberto Caldelli
Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake Videos. IH&MMSec (2020)
Gianmarco Baldini, Irene Amerini
Smartphones Identification Through the Built-In Microphones With Convolutional Neural Network. IEEE Access 7 (2019)
Irene Amerini, Chang-Tsun Li, Roberto Caldelli
Social Network Identification Through Image Classification With CNN. IEEE Access 7 (2019)
Quoc-Tin Phan, Giulia Boato, Roberto Caldelli, Irene Amerini
Tracking Multiple Image Sharing on Social Networks. ICASSP (2019)
Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador
WiCV 2019: The Sixth Women In Computer Vision Workshop. CVPR Workshops (2019)
Roberto Caldelli, Marc Chaumont, Chang-Tsun Li, Irene Amerini
Special issue on Deep Learning in Image and Video Forensics. Signal Process. Image Commun. 75 (2019)
Irene Amerini, Leonardo Galteri, Roberto Caldelli, Alberto Del Bimbo
Deepfake Video Detection through Optical Flow Based CNN. ICCV Workshops (2019)
Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador
WiCV 2019: The Sixth Women In Computer Vision Workshop. CoRR (2019)
Roberto Caldelli, Irene Amerini, Chang-Tsun Li
PRNU-based Image Classification of Origin Social Network with CNN. EUSIPCO (2018)
Irene Amerini, Roberto Caldelli, Andrea Del Mastio, Andrea Di Fuccia, Cristiano Molinari, Anna Paola Rizzo
Dealing with video source identification in social networks. Signal Process. Image Commun. 57 (2017)
Irene Amerini, Tiberio Uricchio, Roberto Caldelli
Tracing images back to their social network of origin: A CNN-based approach. WIFS (2017)
Roberto Caldelli, Rudy Becarelli, Irene Amerini
Image Origin Classification Based on Social Network Provenance. IEEE Trans. Inf. Forensics Secur. 12 (6) (2017)
Irene Amerini, Rudy Becarelli, Francesco Brancati, Roberto Caldelli, Gabriele Giunta, Massimiliano Leone Itria
Media trustworthiness verification and event assessment through an integrated framework: a case-study. Multim. Tools Appl. 76 (5) (2017)
Gianmarco Baldini, Gary Steri, Irene Amerini, Roberto Caldelli
The identification of mobile phones through the fingerprints of their built-in magnetometer: An analysis of the portability of the fingerprints. ICCST (2017)
Irene Amerini, Rudy Becarelli, Roberto Caldelli, Alessio Melani, Moreno Niccolai
Smartphone Fingerprinting Combining Features of On-Board Sensors. IEEE Trans. Inf. Forensics Secur. 12 (10) (2017)
Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli
Localization of JPEG double compression through multi-domain convolutional neural networks. CoRR (2017)
Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli
Localization of JPEG Double Compression Through Multi-domain Convolutional Neural Networks. CVPR Workshops (2017)
Irene Amerini, Paolo Bestagini, Luca Bondi, Roberto Caldelli, Matteo Casini, Stefano Tubaro
Robust smartphone fingerprint by mixing device sensors features for mobile strong authentication. Media Watermarking, Security, and Forensics (2016)
Irene Amerini, Rudy Becarelli, B. Bertini, Roberto Caldelli
Acquisition source identification through a blind image classification. IET Image Process. 9 (4) (2015)
Roberto Caldelli, Irene Amerini, Andrea Costanzo
SIFT match removal and keypoint preservation through dominant orientation shift. EUSIPCO (2015)
Irene Amerini, Roberto Caldelli, Pierluigi Crescenzi, Andrea Del Mastio, Andrea Marino
Blind image clustering based on the Normalized Cuts criterion for camera identification. Signal Process. Image Commun. 29 (8) (2014)
Andrea Costanzo, Irene Amerini, Roberto Caldelli, Mauro Barni
Forensic Analysis of SIFT Keypoint Removal and Injection. IEEE Trans. Inf. Forensics Secur. 9 (9) (2014)
Irene Amerini, Rudy Becarelli, Roberto Caldelli, Andrea Del Mastio
Splicing forgeries localization through the use of first digit features. WIFS (2014)
Irene Amerini, Roberto Caldelli, Alberto Del Bimbo, Andrea Di Fuccia, Luigi Saravo, Anna Paola Rizzo
Copy-move forgery detection from printed images. Media Watermarking, Security, and Forensics (2014)
Irene Amerini, Federica Battisti, Roberto Caldelli, Marco Carli, Andrea Costanzo
Exploiting perceptual quality issues in countering SIFT-based Forensic methods. ICASSP (2014)
Irene Amerini, Lamberto Ballan, Roberto Caldelli, Alberto Del Bimbo, Luca Del Tongo, Giuseppe Serra
Copy-move forgery detection and localization by means of robust clustering with J-Linkage. Signal Process. Image Commun. 28 (6) (2013)
Irene Amerini, Mauro Barni, Roberto Caldelli, Andrea Costanzo
SIFT keypoint removal and injection for countering matching-based image forensics. IH&MMSec (2013)
Irene Amerini, Mauro Barni, Roberto Caldelli, Andrea Costanzo
Removal and injection of keypoints for SIFT-based copy-move counter-forensics. EURASIP J. Inf. Secur. 2013 (2013)
Irene Amerini, Mauro Barni, Roberto Caldelli, Andrea Costanzo
Counter-forensics of SIFT-based copy-move detection by means of keypoint classification. EURASIP J. Image Video Process. 2013 (2013)
Roberto Caldelli, Irene Amerini, Lamberto Ballan, Giuseppe Serra, Mauro Barni, Andrea Costanzo
On the effectiveness of local warping against SIFT-based copy-move detection. ISCCSP (2012)
Roberto Caldelli, Irene Amerini, Andrea Novi
An analysis on attacker actions in fingerprint-copy attack in source camera identification. WIFS (2011)
Irene Amerini, Lamberto Ballan, Roberto Caldelli, Alberto Del Bimbo, Giuseppe Serra
A SIFT-Based Forensic Method for Copy-Move Attack Detection and Transformation Recovery. IEEE Trans. Inf. Forensics Secur. 6 (3-2) (2011)
Roberto Caldelli, Irene Amerini, Francesco Picchioni
A DFT-Based Analysis to Discern Between Camera and Scanned Images. Int. J. Digit. Crime Forensics 2 (1) (2010)
Irene Amerini, Giovanni Ballocca, Rudy Becarelli, Roberto Borri, Roberto Caldelli, Francesco Filippini
A DVB-MHP web browser to pursue convergence between Digital Terrestrial Television and Internet. Multim. Tools Appl. 50 (2) (2010)
Irene Amerini, Roberto Caldelli, Vito Cappellini, Francesco Picchioni, Alessandro Piva
Estimate of PRNU Noise Based on Different Noise Models for Source Camera Identification. Int. J. Digit. Crime Forensics 2 (2) (2010)
Roberto Caldelli, Irene Amerini, Francesco Picchioni, Matteo Innocenti
Fast image clustering of unknown source images. WIFS (2010)
Irene Amerini, Lamberto Ballan, Roberto Caldelli, Alberto Del Bimbo, Giuseppe Serra
Geometric tampering estimation by means of a SIFT-based forensic analysis. ICASSP (2010)
Irene Amerini, Roberto Caldelli, Rudy Becarelli, Francesco Filippini, Giovanni Ballocca, Roberto Borri
Integration between Digital Terrestrial Television and Internet by Means of a DVB-MHP Web Browser. WEBIST (2009)
Irene Amerini, Roberto Caldelli, Vito Cappellini, Francesco Picchioni, Alessandro Piva
Analysis of denoising filters for photo response non uniformity noise extraction in source camera identification. DPS (2009)
Roberto Caldelli, Irene Amerini, Francesco Picchioni
Distinguishing between Camera and Scanned Images by Means of Frequency Analysis. e-Forensics (2009)