Irene Amerini

3.6k total citations · 1 hit paper
85 papers, 2.4k citations indexed

About

Irene Amerini is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Irene Amerini has authored 85 papers receiving a total of 2.4k indexed citations (citations by other indexed papers that have themselves been cited), including 73 papers in Computer Vision and Pattern Recognition, 21 papers in Artificial Intelligence and 19 papers in Media Technology. Recurrent topics in Irene Amerini's work include Digital Media Forensic Detection (56 papers), Advanced Steganography and Watermarking Techniques (30 papers) and Generative Adversarial Networks and Image Synthesis (18 papers). Irene Amerini is often cited by papers focused on Digital Media Forensic Detection (56 papers), Advanced Steganography and Watermarking Techniques (30 papers) and Generative Adversarial Networks and Image Synthesis (18 papers). Irene Amerini collaborates with scholars based in Italy, Australia and United States. Irene Amerini's co-authors include Roberto Caldelli, Alberto Del Bimbo, Lamberto Ballan, Giuseppe Serra, Leonardo Galteri, Rudy Becarelli, Gianmarco Baldini, A. Costanzo, Mauro Barni and Andrea Del Mastio and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and Scientific Reports.

In The Last Decade

Irene Amerini

78 papers receiving 2.2k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A SIFT-Based Forensic Method for Copy–Move Attack Detection and Transformation Recovery

2011 743 citations Irene Amerini, Roberto Caldelli et al. profile →

Peers

Countries citing papers authored by Irene Amerini

Since Specialization

Citations

This map shows the geographic impact of Irene Amerini's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Irene Amerini with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Irene Amerini more than expected).

Fields of papers citing papers by Irene Amerini

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Irene Amerini. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Irene Amerini. The network helps show where Irene Amerini may publish in the future.

Co-authorship network of co-authors of Irene Amerini

This figure shows the co-authorship network connecting the top 25 collaborators of Irene Amerini. A scholar is included among the top collaborators of Irene Amerini based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Irene Amerini. Irene Amerini is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Estimating optical flow: A comprehensive review of the state of the art 2024 ·Computer Vision and Image Understanding ·(unknown), (unknown), (unknown), Irene Amerini	8
2	Editorial for pattern recognition letters special issue on Advances in Disinformation Detection and Media Forensics 2024 ·Pattern Recognition Letters ·Irene Amerini, Víctor Sánchez, (unknown)	0
3	Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction 2024 ·IEEE Computer Graphics and Applications ·(unknown), (unknown), Irene Amerini	1
4	Detecting Audio Deepfakes: Integrating CNN and BiLSTM with Multi-Feature Concatenation 2024 ·IRIS Research product catalog (Sapienza University of Rome) ·Taiba Majid Wani, Syed Asif Ahmad Qadri, Danilo Comminiello, Irene Amerini	4
5	A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·(unknown), Paolo Russo, Irene Amerini, Luping Zhou	33
6	Tuning parameters of deep neural network training algorithms pays off: a computational study 2024 ·Top ·(unknown), (unknown), (unknown), Irene Amerini, Laura Palagi	2
7	A guided-based approach for deepfake detection: RGB-depth integration via features fusion 2024 ·Pattern Recognition Letters ·(unknown), (unknown), (unknown), Irene Amerini	6
8	Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images 2024 ·IEEE Security & Privacy ·(unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Giuliana Mazzoni, Irene Amerini	2
9	D-Fence layer: an ensemble framework for comprehensive deepfake detection 2024 ·Multimedia Tools and Applications ·(unknown), P. Vinod, Irene Amerini, Varun G. Menon	3
10	Navigating the Soundscape of Deception: A Comprehensive Survey on Audio Deepfake Generation, Detection, and Future Horizons 2024 ·Taiba Majid Wani, Syed Asif Ahmad Qadri, (unknown), Irene Amerini	2
11	A Semantic Segmentation-Guided Approach for Ground-to-Aerial Image Matching 2024 ·IRIS Research product catalog (Sapienza University of Rome) ·(unknown), (unknown), (unknown), Bertrand Le Saux, Irene Amerini	1
12	Robust COVID-19 Detection in CT Images with CLIP 2024 ·Lin Li, (unknown), (unknown), (unknown), Thuc Duy Le, Irene Amerini, Xin Wang, Shu Hu	4
13	Continuous fake media detection: Adapting deepfake detectors to new generative techniques 2024 ·Computer Vision and Image Understanding ·(unknown), (unknown), Irene Amerini	5
14	Estimating Optical Flow: A Comprehensive Review of the State of the Art 2024 ·SSRN Electronic Journal ·(unknown), (unknown), (unknown), Irene Amerini	1
15	Convolutional neural networks combined with feature selection for radio‐frequency fingerprinting 2023 ·Computational Intelligence ·Gianmarco Baldini, Irene Amerini, (unknown), (unknown)	5
16	SPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings 2022 ·IEEE Access ·(unknown), (unknown), Paolo Russo, Irene Amerini	9
17	Deep Learning for Multimedia Forensics 2021 ·IRIS Research product catalog (Sapienza University of Rome) ·Irene Amerini, Aris Anagnostopoulos, (unknown), Lorenzo Ricciardi Celsi	19
18	Intrusion Detection Based on Gray-Level Co-Occurrence Matrix and 2D Dispersion Entropy 2021 ·Applied Sciences ·Gianmarco Baldini, José L. Hernández-Ramos, Irene Amerini	6
19	Special issue on Deep Learning in Image and Video Forensics 2019 ·Signal Processing Image Communication ·Roberto Caldelli, Marc Chaumont, Chang‐Tsun Li, Irene Amerini	2
20	Detection of manipulations on printed images to address crime scene analysis: A case study 2015 ·Forensic Science International ·Irene Amerini, Roberto Caldelli, Alberto Del Bimbo, (unknown), (unknown), (unknown)	2

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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