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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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Journal Articles
- 2024
[j33]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)- [j32]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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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)
Conference and Workshop Papers
- 2024
- [c33]Leonardo Mongelli, Luca Maiano, Irene Amerini:
CMDD: A novel multimodal two-stream CNN deepfakes detector. ROMCIR@ECIR 2024: 17-30 - 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 - 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 - 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 - 2020
- [c21]Irene Amerini, Roberto Caldelli:
Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake Videos. IH&MMSec 2020: 97-102 - 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 - 2018
- [c17]Roberto Caldelli, Irene Amerini, Chang-Tsun Li:
PRNU-based Image Classification of Origin Social Network with CNN. EUSIPCO 2018: 1357-1361 - 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 - 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
- [c12]Roberto Caldelli, Irene Amerini, Andrea Costanzo:
SIFT match removal and keypoint preservation through dominant orientation shift. EUSIPCO 2015: 2062-2066 - 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
- [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
- [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
- [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 - 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
Parts in Books or Collections
- 2010
- [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
Editorship
- 2020
- [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]
Informal and Other Publications
- 2024
- [i15]Lorenzo Papa, P. Russo, Irene Amerini:
D4D: An RGBD diffusion model to boost monocular depth estimation. CoRR abs/2403.07516 (2024) - [i14]Lorenzo Papa, P. Russo, Irene Amerini:
METER: a mobile vision transformer architecture for monocular depth estimation. CoRR abs/2403.08368 (2024) - [i13]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) - [i12]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) - [i11]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) - [i10]Santosh, Li Lin, Irene Amerini, Xin Wang, Shu Hu:
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images. CoRR abs/2404.12908 (2024) - 2023
- [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
- [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
- [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) - 2019
- [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) - 2017
- [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)
Coauthor Index
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last updated on 2024-05-29 23:11 CEST by the dblp team
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