Giulia Orrù

480 total citations
28 papers, 168 citations indexed

About

Giulia Orrù is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Artificial Intelligence. According to data from OpenAlex, Giulia Orrù has authored 28 papers receiving a total of 168 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Computer Vision and Pattern Recognition, 14 papers in Signal Processing and 8 papers in Artificial Intelligence. Recurrent topics in Giulia Orrù's work include Biometric Identification and Security (13 papers), Face recognition and analysis (8 papers) and Forensic Fingerprint Detection Methods (5 papers). Giulia Orrù is often cited by papers focused on Biometric Identification and Security (13 papers), Face recognition and analysis (8 papers) and Forensic Fingerprint Detection Methods (5 papers). Giulia Orrù collaborates with scholars based in Italy, China and Switzerland. Giulia Orrù's co-authors include Gian Luca Marcialis, Fabio Roli, Roberto Casula, Luca Ghiani, Xiaoyi Feng, Nicola Messina, Oliver Giudice, Giovanni Puglisi, Alessandro Ortis and Luca Guarnera and has published in prestigious journals such as ACM Computing Surveys, Pattern Recognition and Pattern Recognition Letters.

In The Last Decade

Giulia Orrù

22 papers receiving 162 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Giulia Orrù Italy 7 93 71 34 32 21 28 168
Sobhan Soleymani United States 9 131 1.4× 79 1.1× 54 1.6× 17 0.5× 9 0.4× 19 176
Andrey Makrushin Germany 10 334 3.6× 248 3.5× 46 1.4× 33 1.0× 29 1.4× 35 385
Yaohai Huang China 7 282 3.0× 121 1.7× 135 4.0× 23 0.7× 17 0.8× 10 371
Johannes Merkle Germany 6 172 1.8× 150 2.1× 28 0.8× 13 0.4× 75 3.6× 23 228
Frederick W. Wheeler United States 12 211 2.3× 75 1.1× 18 0.5× 7 0.2× 31 1.5× 19 269
Pawel Drozdowski Germany 12 238 2.6× 250 3.5× 48 1.4× 14 0.4× 123 5.9× 32 329
Daniel Michelsanti Denmark 4 60 0.6× 173 2.4× 91 2.7× 14 0.4× 10 0.5× 8 229
Tarang Chugh United States 7 171 1.8× 239 3.4× 28 0.8× 103 3.2× 66 3.1× 9 286
Abhishek Gangwar India 7 193 2.1× 232 3.3× 26 0.8× 25 0.8× 70 3.3× 13 301
Mohammad Nur Nobi United States 2 155 1.7× 24 0.3× 69 2.0× 12 0.4× 19 0.9× 3 219

Countries citing papers authored by Giulia Orrù

Since Specialization
Citations

This map shows the geographic impact of Giulia Orrù'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 Giulia Orrù with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Giulia Orrù more than expected).

Fields of papers citing papers by Giulia Orrù

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Giulia Orrù. 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 Giulia Orrù. The network helps show where Giulia Orrù may publish in the future.

Co-authorship network of co-authors of Giulia Orrù

This figure shows the co-authorship network connecting the top 25 collaborators of Giulia Orrù. A scholar is included among the top collaborators of Giulia Orrù 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 Giulia Orrù. Giulia Orrù is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Orrù, Giulia, et al.. (2025). Fragile Watermarking for Image Certification Using Deep Steganographic Embedding. UNICA IRIS Institutional Research Information System (University of Cagliari). 1–8.
2.
3.
4.
Orrù, Giulia, Ajita Rattani, Imad Rida, & Sébastien Marcel. (2024). Recent advances in behavioral and hidden biometrics for personal identification. Pattern Recognition Letters. 185. 108–109.
5.
Marrone, Stefano, Giuseppe Cringoli, Laura Rinaldi, et al.. (2024). Automating parasite egg detection: insights from the first AI-KFM challenge. Frontiers in Artificial Intelligence. 7. 1325219–1325219. 3 indexed citations
6.
Orrù, Giulia, et al.. (2024). Analysis of Human Action Recognition Features in Person Identification Systems for Anti-Bullying Applications. UNICA IRIS Institutional Research Information System (University of Cagliari). 58–58.
7.
Casula, Roberto, et al.. (2024). Quality-based Artifact Modeling for Facial Deepfake Detection in Videos. UNICA IRIS Institutional Research Information System (University of Cagliari). 3845–3854. 2 indexed citations
8.
Casula, Roberto, et al.. (2024). Vulnerabilities in Machine Learning-Based Voice Disorder Detection Systems. UNICA IRIS Institutional Research Information System (University of Cagliari). 1–6. 1 indexed citations
9.
Orrù, Giulia, et al.. (2024). Texture and artifact decomposition for improving generalization in deep-learning-based deepfake detection. Engineering Applications of Artificial Intelligence. 133. 108450–108450. 12 indexed citations
10.
Orrù, Giulia, et al.. (2024). Evaluating the Integration of Morph Attack Detection in Automated Face Recognition Systems. UNICA IRIS Institutional Research Information System (University of Cagliari). 3827–3836. 1 indexed citations
11.
Orrù, Giulia, Antonio Galli, Stefano Marrone, et al.. (2023). Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project. Information. 14(8). 430–430. 5 indexed citations
12.
Casula, Roberto, et al.. (2023). LivDet2023 - Fingerprint Liveness Detection Competition: Advancing Generalization. UNICA IRIS Institutional Research Information System (University of Cagliari). 1–8. 3 indexed citations
13.
Guarnera, Luca, Oliver Giudice, Alessandro Ortis, et al.. (2022). The Face Deepfake Detection Challenge. Journal of Imaging. 8(10). 263–263. 34 indexed citations
14.
Orrù, Giulia, et al.. (2022). Analysis of Score-Level Fusion Rules for Deepfake Detection. Applied Sciences. 12(15). 7365–7365. 9 indexed citations
15.
Orrù, Giulia, et al.. (2022). 3D Face Reconstruction for Forensic Recognition - A Survey. 2022 26th International Conference on Pattern Recognition (ICPR). 930–937. 3 indexed citations
16.
Orrù, Giulia, et al.. (2021). Detecting Anomalies from Video-Sequences: a Novel Descriptor. UNICA IRIS Institutional Research Information System (University of Cagliari). 4 indexed citations
17.
Orrù, Giulia, et al.. (2021). Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface. UNICA IRIS Institutional Research Information System (University of Cagliari). 1 indexed citations
18.
Casula, Roberto, et al.. (2021). Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors?. UNICA IRIS Institutional Research Information System (University of Cagliari). 6 indexed citations
19.
Orrù, Giulia, et al.. (2021). EEG personal recognition based on ‘qualified majority’ over signal patches. IET Biometrics. 11(1). 63–78. 7 indexed citations
20.
Orrù, Giulia, et al.. (2018). LivDet 2017 fingerprint liveness detection competition 2017. UNICA IRIS Institutional Research Information System (University of Cagliari). 39 indexed citations

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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Sobhan Soleymani Breakdown of academic impact, for papers by Andrey Makrushin Breakdown of academic impact, for papers by Yaohai Huang Breakdown of academic impact, for papers by Johannes Merkle Breakdown of academic impact, for papers by Frederick W. Wheeler Breakdown of academic impact, for papers by Pawel Drozdowski Breakdown of academic impact, for papers by Daniel Michelsanti Breakdown of academic impact, for papers by Tarang Chugh Breakdown of academic impact, for papers by Abhishek Gangwar Breakdown of academic impact, for papers by Mohammad Nur Nobi
Rankless by CCL
2026