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Fabio Scotti

Fabio Scotti

D-Index & Metrics

Computer Science

D-Index
36
Citations
6139
World Ranking
11181
National Ranking
358

Overview

Fabio Scotti is affiliated with the University of Milan in Italy and has contributed extensively to research in the fields of Computer Science and Engineering. Their work spans several subfields, with notable focus areas including Computer Vision and Pattern Recognition, Artificial Intelligence, Aerospace Engineering, Media Technology, and Signal Processing.

The main topics of interest in Fabio Scotti's research cover a range of applied and theoretical areas. These include:

  • Face recognition and analysis
  • Advanced Neural Network Applications
  • Advanced SAR Imaging Techniques
  • Industrial Vision Systems and Defect Detection
  • ECG Monitoring and Analysis
  • Remote-Sensing Image Classification
  • Non-Invasive Vital Sign Monitoring

Fabio Scotti has published numerous papers, often collaborating with frequent coauthors such as Vincenzo Piuri, Angelo Genovese, Yikui Zhai, Ruggero Donida Labati, and Matthew L. Bolton. Together, these collaborations have contributed to a rich body of work shared in widely recognized journals and conferences.

Their recent papers include:

  • Artificial Intelligence-Based Sensors for Next Generation IoT Applications: A Review (2021), IEEE Sensors Journal
  • A Comprehensive Survey of Databases and Deep Learning Methods for Cybersecurity and Intrusion Detection Systems (2020), IEEE Systems Journal
  • A Survey of Unsupervised Generative Models for Exploratory Data Analysis and Representation Learning (2021), ACM Computing Surveys
  • 2M BeautyNet: Facial Beauty Prediction Based on Multi-Task Transfer Learning (2020), IEEE Access
  • TAI-SARNET: Deep Transferred Atrous-Inception CNN for Small Samples SAR ATR (2020), Sensors

Fabio Scotti's work has appeared frequently in notable publication venues, with repeated contributions to:

  • IEEE Transactions on Human-Machine Systems
  • IEEE Access
  • IEEE Transactions on Geoscience and Remote Sensing
  • IEEE Transactions on Instrumentation and Measurement
  • Image and Vision Computing

Best Publications

  • All-IDB: The acute lymphoblastic leukemia image database for image processing

    Ruggero Donida Labati;Vincenzo Piuri;Fabio Scotti

  • Deep-ECG: Convolutional Neural Networks for ECG biometric recognition

    Ruggero Donida Labati;Enrique Muñoz;Vincenzo Piuri;Roberto Sassi

  • Automatic morphological analysis for acute leukemia identification in peripheral blood microscope images

    F. Scotti

  • Privacy-preserving fingercode authentication

    Mauro Barni;Tiziano Bianchi;Dario Catalano;Mario Di Raimondo

  • Morphological classification of blood leucocytes by microscope images

    V. Piuri;F. Scotti

  • PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition

    A. Genovese;V. Piuri;K. N. Plataniotis;F. Scotti

  • Artificial Intelligence-Based Sensors for Next Generation IoT Applications: A Review

    Subhas Chandra Mukhopadhyay;Sumarga Kumar Sah Tyagi;Nagender Kumar Suryadevara;Vincenzo Piuri

  • Composite real-time image processing for railways track profile measurement

    C. Alippi;E. Casagrande;F. Scotti;V. Piuri

  • Robust Segmentation and Measurements Techniques of White Cells in Blood Microscope Images

    Fabio Scotti

  • A Comprehensive Survey of Databases and Deep Learning Methods for Cybersecurity and Intrusion Detection Systems

    Dilara Gumusbas;Tulay Yldrm;Angelo Genovese;Fabio Scotti

  • A privacy-compliant fingerprint recognition system based on homomorphic encryption and Fingercode templates

    Mauro Barni;Tiziano Bianchi;Dario Catalano;Mario Di Raimondo

  • Noisy iris segmentation with boundary regularization and reflections removal

    Ruggero Donida Labati;Fabio Scotti

  • Biometric Recognition in Automated Border Control: A Survey

    Ruggero Donida Labati;Angelo Genovese;Enrique Muñoz;Vincenzo Piuri

  • Toward Unconstrained Fingerprint Recognition: A Fully Touchless 3-D System Based on Two Views on the Move

    Ruggero Donida Labati;Angelo Genovese;Vincenzo Piuri;Fabio Scotti

  • Privacy-Aware Biometrics: Design and Implementation of a Multimodal Verification System

    S. Cimato;M. Gamassi;V. Piuri;R. Sassi

  • A novel pore extraction method for heterogeneous fingerprint images using Convolutional Neural Networks

    Ruggero Donida Labati;Angelo Genovese;Enrique Muñoz;Vincenzo Piuri

  • A Survey of Unsupervised Generative Models for Exploratory Data Analysis and Representation Learning

    Mohanad Abukmeil;Stefano Ferrari;Angelo Genovese;Vincenzo Piuri

  • A preliminary study on continuous authentication methods for photoplethysmographic biometrics

    Angelo Bonissi;Ruggero Donida Labati;Luca Perico;Roberto Sassi

  • A fuzzy approach to multimodal biometric continuous authentication

    Antonia Azzini;Stefania Marrara;Roberto Sassi;Fabio Scotti

  • Design of an Automatic Wood Types Classification System by Using Fluorescence Spectra

    Vincenzo Piuri;Fabio Scotti

  • Wildfire Smoke Detection Using Computational Intelligence Techniques Enhanced With Synthetic Smoke Plume Generation

    R. Donida Labati;A. Genovese;V. Piuri;F. Scotti

Frequent Co-Authors

Vincenzo Piuri
Vincenzo Piuri University of Milan
Cesare Alippi
Cesare Alippi Polytechnic University of Milan
Matteo Matteucci
Matteo Matteucci Polytechnic University of Milan
Stefano Ferrari
Stefano Ferrari Veneto Eye Bank Foundation
Concetto Spampinato
Concetto Spampinato University of Catania
Mauro Barni
Mauro Barni University of Siena
Alessandro Piva
Alessandro Piva University of Florence
Sebastiano Battiato
Sebastiano Battiato University of Catania
Konstantinos N. Plataniotis
Konstantinos N. Plataniotis University of Toronto

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