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ORCIDIrene Amerini
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- affiliation: Sapienza University of Rome, Department of Computer, Control, and Management Engineering , Italy
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2020 – today
- 2024
[j41]Beste Ustubioglu
, Gul Tahaoglu, Arda Ustubioglu, Güzin Ulutas, Irene Amerini, Muhammed Kiliç:
Multi Pattern Features-Based Spoofing Detection Mechanism Using One Class Learning. IEEE Access 12: 117523-117540 (2024)- [j40]Matteo Zaramella, Xingquan Zhu, Irene Amerini:
Enhancing Manatee Aggregation Counting Through Augmentation and Cross-Domain Learning. IEEE Access 12: 131148-131163 (2024) - [j39]Claudia Melis Tonti, Lorenzo Papa, Irene Amerini:
Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction. IEEE Computer Graphics and Applications 44(2): 23-36 (2024) - [j38]Francesco Tassone, Luca Maiano, Irene Amerini:
Continuous fake media detection: Adapting deepfake detectors to new generative techniques. Comput. Vis. Image Underst. 249: 104143 (2024) - [j37]Andrea Alfarano, Luca Maiano, Lorenzo Papa, Irene Amerini:
Estimating optical flow: A comprehensive review of the state of the art. Comput. Vis. Image Underst. 249: 104160 (2024) - [j36]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): 77-86 (2024) - [j35]Asha S, Vinod P, Irene Amerini, Varun G. Menon:
D-Fence layer: an ensemble framework for comprehensive deepfake detection. Multim. Tools Appl. 83(26): 68063-68086 (2024) - [j34]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: 99-105 (2024) - [j33]Irene Amerini, Victor Sanchez, Luca Maiano:
Editorial for pattern recognition letters special issue on Advances in Disinformation Detection and Media Forensics. Pattern Recognit. Lett. 186: 21-22 (2024) - [j32]Lorenzo Papa, Paolo Russo, Irene Amerini:
D4D: An RGBD Diffusion Model to Boost Monocular Depth Estimation. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9852-9865 (2024) - [c39]Santosh, Li Lin, Irene Amerini, Xin Wang, Shu Hu:
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images. AVSS 2024: 1-7 - [c38]Taiba Majid Wani, Reeva Gulzar, Irene Amerini:
ABC-CapsNet: Attention based Cascaded Capsule Network for Audio Deepfake Detection. CVPR Workshops 2024: 2464-2472 - [c37]Leonardo Mongelli, Luca Maiano, Irene Amerini:
CMDD: A novel multimodal two-stream CNN deepfakes detector. ROMCIR@ECIR 2024: 17-30 - [c36]Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini:
A Semantic Segmentation-Guided Approach for Ground-to-Aerial Image Matching. IGARSS 2024: 2630-2635 - [c35]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. IGARSS 2024: 8167-8172 - [c34]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: 271-276 - [c33]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. MIPR 2024: 586-592 - [i17]Lorenzo Papa, P. Russo, Irene Amerini:
D4D: An RGBD diffusion model to boost monocular depth estimation. CoRR abs/2403.07516 (2024) - [i16]Lorenzo Papa, P. Russo, Irene Amerini:
METER: a mobile vision transformer architecture for monocular depth estimation. CoRR abs/2403.08368 (2024) - [i15]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 abs/2403.08947 (2024) - [i14]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 abs/2404.11299 (2024) - [i13]Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini:
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching. CoRR abs/2404.11302 (2024) - [i12]Santosh, Li Lin, Irene Amerini, Xin Wang, Shu Hu:
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images. CoRR abs/2404.12908 (2024) - [i11]Francesco Tassone, Luca Maiano, Irene Amerini:
Continuous fake media detection: adapting deepfake detectors to new generative techniques. CoRR abs/2406.08171 (2024) - [i10]Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Tania Sari Bonaventura, Vittoria Bruni, Roberto Caldelli, Francesco G. B. De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Davide Salvi, Stefano Tubaro, Claudia Melis Tonti, Massimo Villari, Domenico Vitulano:
Deepfake Media Forensics: State of the Art and Challenges Ahead. CoRR abs/2408.00388 (2024) - 2023
- [j31]Gianmarco Baldini, Irene Amerini, Franc Dimc, Fausto Bonavitacola:
Convolutional neural networks combined with feature selection for radio-frequency fingerprinting. Comput. Intell. 39(5): 734-758 (2023) - [j30]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: 120644 (2023) - [j29]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): 2223 (2023) - [j28]Lorenzo Papa, Paolo Russo, Irene Amerini:
METER: A Mobile Vision Transformer Architecture for Monocular Depth Estimation. IEEE Trans. Circuits Syst. Video Technol. 33(10): 5882-5893 (2023) - [c32]Tania Sari Bonaventura, Luca Maiano, Lorenzo Papa, Irene Amerini:
An Automated Ground-to-Aerial Viewpoint Localization for Content Verification. DSP 2023: 1-5 - [c31]Taiba Majid Wani, Irene Amerini:
Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks. ICIAP (2) 2023: 156-167 - [c30]Muhammad Imran, Hassaan Khaliq Qureshi, Irene Amerini:
BHAC-MRI: Backdoor and Hybrid Attacks on MRI Brain Tumor Classification Using CNN. ICIAP (2) 2023: 332-344 - [c29]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: 383-394 - [c28]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: 1-6 - [c27]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: 29-37 - [i9]Lorenzo Papa, Paolo Russo, Irene Amerini, Luping Zhou:
A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking. CoRR abs/2309.02031 (2023) - [i8]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 abs/2311.06222 (2023) - [i7]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 abs/2312.15228 (2023) - [i6]Irene Amerini, Anderson Rocha, Paul L. Rosin, Xianfang Sun:
Media Forensics and the Challenge of Big Data (Dagstuhl Seminar 23021). Dagstuhl Reports 13(1): 1-35 (2023) - 2022
- [j27]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: 44881-44890 (2022) - [j26]Gianmarco Baldini, Irene Amerini:
Online Distributed Denial of Service (DDoS) intrusion detection based on adaptive sliding window and morphological fractal dimension. Comput. Networks 210: 108923 (2022) - [c26]Giovanbattista Abbate, Irene Amerini, Roberto Caldelli:
Image Watermarking Backdoor Attacks in CNN-Based Classification Tasks. ICPR Workshops (4) 2022: 3-16 - [c25]Luca Maiano, Lorenzo Papa, Ketbjano Vocaj, Irene Amerini:
DepthFake: A Depth-Based Strategy for Detecting Deepfake Videos. ICPR Workshops (4) 2022: 17-31 - [c24]Irene Amerini, Mauro Conti, Pietro Giacomazzi, Luca Pajola:
PRaNA: PRNU-based Technique to Tell Real and Deepfake Videos Apart. IJCNN 2022: 1-7 - [c23]Gianmarco Baldini, Irene Amerini:
Microphone Identification based on Spectral Entropy with Convolutional Neural Network. WIFS 2022: 1-6 - [i5]Luca Maiano, Lorenzo Papa, Ketbjano Vocaj, Irene Amerini:
DepthFake: a depth-based strategy for detecting Deepfake videos. CoRR abs/2208.11074 (2022) - [i4]Irene Amerini, Aris Anagnostopoulos, Luca Maiano, Lorenzo Ricciardi Celsi:
Learning Double-Compression Video Fingerprints Left from Social-Media Platforms. CoRR abs/2212.03658 (2022) - 2021
- [j25]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: 106935 (2021) - [j24]Cecilia Pasquini, Irene Amerini, Giulia Boato:
Media forensics on social media platforms: a survey. EURASIP J. Inf. Secur. 2021(1): 4 (2021) - [j23]Irene Amerini, Aris Anagnostopoulos, Luca Maiano, Lorenzo Ricciardi Celsi:
Deep Learning for Multimedia Forensics. Found. Trends Comput. Graph. Vis. 12(4): 309-457 (2021) - [j22]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): 140 (2021) - [j21]Irene Amerini, Gianmarco Baldini, Francesco Leotta:
Image and Video Forensics. J. Imaging 7(11): 242 (2021) - [j20]Roberto Caldelli, Leonardo Galteri, Irene Amerini, Alberto Del Bimbo:
Optical Flow based CNN for detection of unlearnt deepfake manipulations. Pattern Recognit. Lett. 146: 31-37 (2021) - [c22]Irene Amerini, Aris Anagnostopoulos, Luca Maiano, Lorenzo Ricciardi Celsi:
Learning Double-Compression Video Fingerprints Left From Social-Media Platforms. ICASSP 2021: 2530-2534 - [i3]Luca Maiano, Irene Amerini, Lorenzo Ricciardi Celsi, Aris Anagnostopoulos:
Identification of Social-Media Platform of Videos through the Use of Shared Features. CoRR abs/2109.03598 (2021) - 2020
- [j19]Irene Amerini, Chang-Tsun Li, Nasir D. Memon, Jiwu Huang:
IEEE Access Special Section: Digital Forensics Through Multimedia Source Inference. IEEE Access 8: 209657-209659 (2020) - [j18]Gianmarco Baldini, Irene Amerini:
An Evaluation of Entropy Measures for Microphone Identification. Entropy 22(11): 1235 (2020) - [c21]Irene Amerini, Roberto Caldelli:
Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake Videos. IH&MMSec 2020: 97-102 - [e1]Christian Riess, Franziska Schirrmacher, Irene Amerini, Paolo Bestagini, Tomás Pevný:
IH&MMSec '20: ACM Workshop on Information Hiding and Multimedia Security, Denver, CO, USA, June 22-24, 2020. ACM 2020, ISBN 978-1-4503-7050-9 [contents]
2010 – 2019
- 2019
- [j17]Irene Amerini, Chang-Tsun Li, Roberto Caldelli:
Social Network Identification Through Image Classification With CNN. IEEE Access 7: 35264-35273 (2019) - [j16]Gianmarco Baldini, Irene Amerini:
Smartphones Identification Through the Built-In Microphones With Convolutional Neural Network. IEEE Access 7: 158685-158696 (2019) - [j15]Roberto Caldelli, Marc Chaumont, Chang-Tsun Li, Irene Amerini:
Special issue on Deep Learning in Image and Video Forensics. Signal Process. Image Commun. 75: 199-200 (2019) - [c20]Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador:
WiCV 2019: The Sixth Women In Computer Vision Workshop. CVPR Workshops 2019: 469-471 - [c19]Quoc-Tin Phan, Giulia Boato, Roberto Caldelli, Irene Amerini:
Tracking Multiple Image Sharing on Social Networks. ICASSP 2019: 8266-8270 - [c18]Irene Amerini, Leonardo Galteri, Roberto Caldelli, Alberto Del Bimbo:
Deepfake Video Detection through Optical Flow Based CNN. ICCV Workshops 2019: 1205-1207 - [i2]Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador:
WiCV 2019: The Sixth Women In Computer Vision Workshop. CoRR abs/1909.10225 (2019) - 2018
- [c17]Roberto Caldelli, Irene Amerini, Chang-Tsun Li:
PRNU-based Image Classification of Origin Social Network with CNN. EUSIPCO 2018: 1357-1361 - 2017
- [j14]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): 7197-7212 (2017) - [j13]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: 1-7 (2017) - [j12]Roberto Caldelli, Rudy Becarelli, Irene Amerini:
Image Origin Classification Based on Social Network Provenance. IEEE Trans. Inf. Forensics Secur. 12(6): 1299-1308 (2017) - [j11]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): 2457-2466 (2017) - [c16]Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli:
Localization of JPEG Double Compression Through Multi-domain Convolutional Neural Networks. CVPR Workshops 2017: 1865-1871 - [c15]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: 1-6 - [c14]Irene Amerini, Tiberio Uricchio, Roberto Caldelli:
Tracing images back to their social network of origin: A CNN-based approach. WIFS 2017: 1-6 - [i1]Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli:
Localization of JPEG double compression through multi-domain convolutional neural networks. CoRR abs/1706.01788 (2017) - 2016
- [c13]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: 1-8 - 2015
- [j10]Irene Amerini, Rudy Becarelli, B. Bertini, Roberto Caldelli:
Acquisition source identification through a blind image classification. IET Image Process. 9(4): 329-337 (2015) - [c12]Roberto Caldelli, Irene Amerini, Andrea Costanzo:
SIFT match removal and keypoint preservation through dominant orientation shift. EUSIPCO 2015: 2062-2066 - 2014
- [j9]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): 831-843 (2014) - [j8]Andrea Costanzo, Irene Amerini, Roberto Caldelli, Mauro Barni:
Forensic Analysis of SIFT Keypoint Removal and Injection. IEEE Trans. Inf. Forensics Secur. 9(9): 1450-1464 (2014) - [c11]Irene Amerini, Federica Battisti, Roberto Caldelli, Marco Carli, Andrea Costanzo:
Exploiting perceptual quality issues in countering SIFT-based Forensic methods. ICASSP 2014: 2664-2668 - [c10]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: 90280Y - [c9]Irene Amerini, Rudy Becarelli, Roberto Caldelli, Andrea Del Mastio:
Splicing forgeries localization through the use of first digit features. WIFS 2014: 143-148 - 2013
- [j7]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: 8 (2013) - [j6]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: 18 (2013) - [j5]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): 659-669 (2013) - [c8]Irene Amerini, Mauro Barni, Roberto Caldelli, Andrea Costanzo:
SIFT keypoint removal and injection for countering matching-based image forensics. IH&MMSec 2013: 123-130 - 2012
- [c7]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: 1-5 - 2011
- [j4]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): 1099-1110 (2011) - [c6]Roberto Caldelli, Irene Amerini, Andrea Novi:
An analysis on attacker actions in fingerprint-copy attack in source camera identification. WIFS 2011: 1-6 - 2010
- [j3]Roberto Caldelli, Irene Amerini, Francesco Picchioni:
A DFT-Based Analysis to Discern Between Camera and Scanned Images. Int. J. Digit. Crime Forensics 2(1): 21-29 (2010) - [j2]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): 21-33 (2010) - [j1]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): 381-414 (2010) - [c5]Irene Amerini, Lamberto Ballan, Roberto Caldelli, Alberto Del Bimbo, Giuseppe Serra:
Geometric tampering estimation by means of a SIFT-based forensic analysis. ICASSP 2010: 1702-1705 - [c4]Roberto Caldelli, Irene Amerini, Francesco Picchioni, Matteo Innocenti:
Fast image clustering of unknown source images. WIFS 2010: 1-5 - [p1]Roberto Caldelli, Irene Amerini, Francesco Picchioni, Alessia De Rosa, Francesca Uccheddu:
Multimedia Forensic Techniques for Acquisition Device Identification and Digital Image Authentication. Handbook of Research on Computational Forensics, Digital Crime, and Investigation 2010: 130-154
2000 – 2009
- 2009
- [c3]Roberto Caldelli, Irene Amerini, Francesco Picchioni:
Distinguishing between Camera and Scanned Images by Means of Frequency Analysis. e-Forensics 2009: 95-101 - [c2]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: 1-7 - [c1]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: 323-328
Coauthor Index
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