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Irene Amerini

Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG)

SCHOLARLY PAPERS

8

DOWNLOADS

549

TOTAL CITATIONS

1

Scholarly Papers (8)

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1.

Estimating Optical Flow: A Comprehensive Review of the State of the Art

Number of pages: 20 Posted: 22 Mar 2024
Andrea Alfarano, Luca Maiano, Lorenzo Papa and Irene Amerini
affiliation not provided to SSRN, Sapienza University of Rome, affiliation not provided to SSRN and Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG)
Downloads 177 (426,635)
Citation 1

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Computer Vision, Optical flow, motion estimation

2.

A Deep-Learning–Based Antifraud System for Car-Insurance Claims

Number of pages: 15 Posted: 09 Sep 2022
Luca Maiano, Antonio Montuschi, Marta Caserio, Egon Ferri, Federico Kieffer, Lorenzo Baiocco, Chiara Germano, Lorenzo Ricciardi Celsi, Irene Amerini and Aris Anagnostopoulos
Sapienza University of Rome, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG) and Sapienza University of Rome
Downloads 126 (572,948)

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Fraud Detection, Image similarity, Car insurance

3.

YoLeTooth: A unified framework for joint tooth segmentation and periapical lesion detection in panoramic radiographs

Number of pages: 16 Posted: 01 Dec 2025
Gianmarco Scarano, Simone Agostinelli and Irene Amerini
Sapienza University of Rome, Universitas Mercatorum and Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG)
Downloads 82 (790,029)

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deep learning, computer vision, Medical image segmentation, Periodontitis Detection, Teeth Segmentation

4.

Caps-ViT: A synthetic-free capsule vision Transformer for reconstruction based anomaly detection and localization

Number of pages: 15 Posted: 25 Feb 2026
Gabriele Onorato, Kristjan Tarantelli, Alberto Guida, Claudio Schiavella and Irene Amerini
Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG), Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG), Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG), Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG) and Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG)
Downloads 68 (891,180)

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Anomaly Detection, Vision Transformers, Dynamic Capsule Routing, Anomaly Dataset, Convolutional Decoder, Gaussian Mixture Density Network

5.

Geometric Algebra Transformer with Spectral-Spatial-Volumetric Feature Extraction for Hyperspectral Image Classification

Number of pages: 6 Posted: 31 Oct 2025
Jacopo Fabi, Claudio Schiavella and Irene Amerini
Sapienza University of Rome, Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG) and Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG)
Downloads 42 (1,157,785)

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Hyperspectral image classification, Geometric Algebra, Transformer

6.

LADLE-MM: Limited Annotation based Detector with Learned Ensembles for Multimodal Misinformation

Number of pages: 13 Posted: 23 Dec 2025
Daniele Cardullo, Simone Teglia and Irene Amerini
affiliation not provided to SSRN, affiliation not provided to SSRN and Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG)
Downloads 29 (1,332,057)

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Computer Vision, Multimodal Misinformation Detection, Model Soups, Multimedia Forensics, Limited Supervision

7.

A Parameter-Efficient Three-Branch Architecture for Multimodal Misinformation Detection with Limited Annotations

Number of pages: 14 Posted: 08 May 2026
Daniele Cardullo, Simone Teglia and Irene Amerini
affiliation not provided to SSRN, affiliation not provided to SSRN and Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG)
Downloads 19 (1,459,862)

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Computer Vision, Multimodal Misinformation Detection, Model Soups

8.

A Comprehensive Evaluation Framework and Efficient Regularization Strategy for Adversarial Robustness of Deepfake Detectors under Closed and Open Set Scenarios

Number of pages: 16 Posted: 13 May 2026
Najeh Alhalawani, Lorenzo Cirillo and Irene Amerini
affiliation not provided to SSRN, affiliation not provided to SSRN and Sapienza University of Rome - Department of Computer, Control, and Management Engineering (DIAG)
Downloads 6 (1,566,597)

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Deepfake detection, Adversarial attacks, Open-set robustness, Efficient robustness