Irene Amerini

About Irene Amerini

Irene Amerini, With an exceptional h-index of 24 and a recent h-index of 19 (since 2020), a distinguished researcher at Sapienza Università di Roma, specializes in the field of Multimedia forensics and security.

His recent articles reflect a diverse array of research interests and contributions to the field:

A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking

D-Fence layer: an ensemble framework for comprehensive deepfake detection

Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images

A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching

Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images

D4D: An RGBD diffusion model to boost monocular depth estimation

A guided-based approach for deepfake detection: RGB-depth integration via features fusion

Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction

Irene Amerini Information

University

Position

Italy

Citations(all)

3428

Citations(since 2020)

2141

Cited By

2089

hIndex(all)

24

hIndex(since 2020)

19

i10Index(all)

37

i10Index(since 2020)

28

Email

University Profile Page

Google Scholar

Irene Amerini Skills & Research Interests

Multimedia forensics and security

Top articles of Irene Amerini

Title

Journal

Author(s)

Publication Date

A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking

arXiv preprint arXiv:2309.02031

Lorenzo Papa

Paolo Russo

Irene Amerini

Luping Zhou

2023/9/5

D-Fence layer: an ensemble framework for comprehensive deepfake detection

Multimedia Tools and Applications

Irene Amerini

Varun G Menon

2024/1/29

Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images

arXiv preprint arXiv:2404.12908

Li Lin

Irene Amerini

Xin Wang

Shu Hu

2024/4/19

A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching

arXiv preprint arXiv:2404.11302

Francesco Pro

Nikolaos Dionelis

Luca Maiano

Bertrand Le Saux

Irene Amerini

2024/4/17

Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images

arXiv preprint arXiv:2404.11299

Nikolaos Dionelis

Francesco Pro

Luca Maiano

Irene Amerini

Bertrand Le Saux

2024/4/17

D4D: An RGBD diffusion model to boost monocular depth estimation

arXiv preprint arXiv:2403.07516

L Papa

P Russo

I Amerini

2024/3/12

A guided-based approach for deepfake detection: RGB-depth integration via features fusion

Pattern Recognition Letters

Giorgio Leporoni

Luca Maiano

Lorenzo Papa

Irene Amerini

2024/5/1

Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction

IEEE Computer Graphics and Applications

Claudia Melis Tonti

Lorenzo Papa

Irene Amerini

2024/2/6

On the use of Stable Diffusion for creating realistic faces: from generation to detection

Lorenzo Papa

Lorenzo Faiella

Luca Corvitto

Luca Maiano

Irene Amerini

2023/4/19

BHAC-MRI: Backdoor and Hybrid Attacks on MRI Brain Tumor Classification Using CNN

Muhammad Imran

Hassaan Khaliq Qureshi

Irene Amerini

2023/9/5

Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It

arXiv preprint arXiv:2312.15228

Federico Siciliano

Luca Maiano

Lorenzo Papa

Federica Baccini

Irene Amerini

...

2023/12/23

METER: a mobile vision transformer architecture for monocular depth estimation

IEEE Transactions on Circuits and Systems for Video Technology

Lorenzo Papa

Paolo Russo

Irene Amerini

2023/3/22

Deepfakes audio detection leveraging audio spectrogram and convolutional neural networks

Taiba Majid Wani

Irene Amerini

2023/9/5

Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection

arXiv preprint arXiv:2311.06222

Fulvio Sanguigni

Mikolaj Czerkawski

Lorenzo Papa

Irene Amerini

Bertrand Le Saux

2023/11/10

Lightweight and energy-aware monocular depth estimation models for IoT embedded devices: challenges and performances in terrestrial and underwater scenarios

Sensors

Lorenzo Papa

Gabriele Proietti Mattia

Paolo Russo

Irene Amerini

Roberto Beraldi

2023/2/16

Multi pattern features based spoofing detection mechanism using one class learning

Beste Ustubioglu

Guzin Ulutas

Muhammed Kilic

Arda Ustubioglu

Gul Tahaoglu

...

2023/8/24

Why Don't You Speak?: A Smartphone Application to Engage Museum Visitors Through Deepfakes Creation

Matteo Zaramella

Irene Amerini

Paolo Russo

2023/11/2

INTELLIGENZA ARTIFICIALE E RICONOSCIMENTO DI VOLTI

Mara Stockner

Michela Marchetti

Lorenzo Papa

Luca Maiano

Gianmarco Convertino

...

2023

An Automated Ground-to-Aerial Viewpoint Localization for Content Verification

Tania Sari Bonaventura

Luca Maiano

Lorenzo Papa

Irene Amerini

2023/6/11

Convolutional neural networks combined with feature selection for radio‐frequency fingerprinting

Computational Intelligence

Gianmarco Baldini

Irene Amerini

Franc Dimc

Fausto Bonavitacola

2023/10

See List of Professors in Irene Amerini University(Sapienza Università di Roma)

Co-Authors

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