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Sebastiano Battiato

Sebastiano Battiato

D-Index & Metrics

Computer Science

D-Index
45
Citations
8665
World Ranking
7176
National Ranking
181

Overview

Sebastiano Battiato is affiliated with the University of Catania in Italy. Their research primarily spans the field of Computer Science, with a substantial focus on Computer Vision and Pattern Recognition, Artificial Intelligence, and Signal Processing. Additional areas of study include Radiology, Nuclear Medicine and Imaging, as well as Biomedical Engineering.

The scientist's work extensively covers a range of topics within these fields. Key topics include:

  • Digital Media Forensic Detection
  • Generative Adversarial Networks and Image Synthesis
  • Advanced Image Processing Techniques
  • Advanced Steganography and Watermarking Techniques
  • Anomaly Detection Techniques and Applications
  • Handwritten Text Recognition Techniques
  • Face recognition and analysis

Battiato has published in multiple scientific venues, with numerous contributions to:

  • arXiv (Cornell University)
  • IEEE Access
  • Journal of Imaging
  • Multimedia Tools and Applications
  • SSRN Electronic Journal

Co-authorship demonstrates collaboration with various researchers, most frequently with:

  • Alessandro Ortis
  • Luca Guarnera
  • Oliver Giudice
  • Francesco Guarnera
  • Francesco Rundo

Selected recent papers authored or co-authored by Battiato include:

  • "Fighting Deepfake by Exposing the Convolutional Traces on Images" (2020), IEEE Access
  • "Fighting Deepfakes by Detecting GAN DCT Anomalies" (2021), Journal of Imaging
  • "Survey on visual sentiment analysis" (2020), IET Image Processing
  • "AI Chatbots for Mental Health: A Scoping Review of Effectiveness, Feasibility, and Applications" (2024), Applied Sciences
  • "The Face Deepfake Detection Challenge" (2022), Journal of Imaging

Best Publications

  • A locally adaptive zooming algorithm for digital images

    Sebastiano Battiato;Giovanni Gallo;Filippo Stanco

  • SIFT Features Tracking for Video Stabilization

    S. Battiato;G. Gallo;G. Puglisi;S. Scellato

  • DeepFake Detection by Analyzing Convolutional Traces

    Luca Guarnera;Oliver Giudice;Sebastiano Battiato

  • Digital Imaging for Cultural Heritage Preservation: Analysis, Restoration, and Reconstruction of Ancient Artworks

    Filippo Stanco;Sebastiano Battiato;Giovanni Gallo

  • Depth map generation by image classification

    Sebastiano Battiato;Salvatore Curti;Marco La Cascia;Marcello Tortora

  • Machine learning for quantitative finance applications: A survey

    Francesco Rundo;Francesca Trenta;Agatino Luigi di Stallo;Sebastiano Battiato

  • 3D stereoscopic image pairs by depth-map generation

    S. Battiato;A. Capra;S. Curti;M. La Cascia

  • High dynamic range imaging for digital still camera: an overview

    Sebastiano Battiato;Alfio Castorina;Massimo Mancuso

  • An Advanced Bio-Inspired PhotoPlethysmoGraphy (PPG) and ECG Pattern Recognition System for Medical Assessment

    Francesco Rundo;Sabrina Conoci;Alessandro Ortis;Sebastiano Battiato

  • Objective estimation of body condition score by modeling cow body shape from digital images.

    G. Azzaro;M. Caccamo;J. D. Ferguson;S. Battiato

  • Fighting Deepfake by Exposing the Convolutional Traces on Images

    Luca Guarnera;Oliver Giudice;Sebastiano Battiato

  • Retrieval and classification of food images

    Giovanni Maria Farinella;Dario Allegra;Marco Moltisanti;Filippo Stanco

  • A Robust Image Alignment Algorithm for Video Stabilization Purposes

    G. Puglisi;S. Battiato

  • Digital Mosaic Frameworks - An Overview

    S. Battiato;G. Di Blasi;G. M. Farinella;G. Gallo

  • An Introduction to the Digital Still Camera Technology

    Massimo Mancuso;Sebastiano Battiato

  • Method for merging digital images to obtain a high dynamic range digital image

    Alfio Castorina;Massimo Mancuso;Sebastiano Battiato

  • Fighting Deepfakes by Detecting GAN DCT Anomalies

    Oliver Giudice;Luca Guarnera;Sebastiano Battiato

  • Next-Active-Object Prediction from Egocentric Videos

    Antonino Furnari;Sebastiano Battiato;Kristen Grauman;Giovanni Maria Farinella

  • Semantic segmentation of images exploiting DCT based features and random forest

    D. Ravì;M. Bober;G.M. Farinella;M. Guarnera

  • Digital video stabilization through curve warping techniques

    A. Bosco;A. Bruna;S. Battiato;G. Bella

  • Robust Image Alignment for Tampering Detection

    S. Battiato;G. M. Farinella;E. Messina;G. Puglisi

Frequent Co-Authors

Giovanni Maria Farinella
Giovanni Maria Farinella University of Catania
Concetto Spampinato
Concetto Spampinato University of Catania
Marcel Worring
Marcel Worring University of Amsterdam
Roberto Cipolla
Roberto Cipolla University of Cambridge
Raimondo Schettini
Raimondo Schettini University of Milano-Bicocca
Robert S. Laramee
Robert S. Laramee University of Nottingham
Salvatore Scellato
Salvatore Scellato Google (United States)
Andrea Cavallaro
Andrea Cavallaro Queen Mary University of London
Vincenzo Piuri
Vincenzo Piuri University of Milan
James D. Ferguson
James D. Ferguson University of Pennsylvania

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