User profiles for Sebastiano Battiato
Sebastiano BattiatoFull Professor, University of Catania - IPLab (Image Processing lab) - ICTLab Verified email at dmi.unict.it Cited by 10009 |
Deepfake detection by analyzing convolutional traces
…, O Giudice, S Battiato�- Proceedings of the IEEE�…, 2020 - openaccess.thecvf.com
The Deepfake phenomenon has become very popular nowadays thanks to the possibility to
create incredibly realistic images using deep learning tools, based mainly on ad-hoc …
create incredibly realistic images using deep learning tools, based mainly on ad-hoc …
A locally adaptive zooming algorithm for digital images
In this paper we address the problem of producing an enlarged picture from a given digital
image (zooming). We propose a method that tries to take into account information about …
image (zooming). We propose a method that tries to take into account information about …
Depth map generation by image classification
This paper presents a novel and fully automatic technique to estimate depth information
from a single input image. The proposed method is based on a new image classification …
from a single input image. The proposed method is based on a new image classification …
Fighting deepfake by exposing the convolutional traces on images
Advances in Artificial Intelligence and Image Processing are changing the way people interacts
with digital images and video. Widespread mobile apps like FACEAPP make use of the …
with digital images and video. Widespread mobile apps like FACEAPP make use of the …
[HTML][HTML] Estimation of unreported novel coronavirus (SARS-CoV-2) infections from reported deaths: a susceptible–exposed–infectious–recovered–dead model
A Maugeri, M Barchitta, S Battiato, A Agodi�- Journal of clinical medicine, 2020 - mdpi.com
In the midst of the novel coronavirus (SARS-CoV-2) epidemic, examining reported case
data could lead to biased speculations and conclusions. Indeed, estimation of unreported …
data could lead to biased speculations and conclusions. Indeed, estimation of unreported …
SIFT features tracking for video stabilization
This paper presents a video stabilization algorithm based on the extraction and tracking of
scale invariant feature transform features through video frames. Implementation of SIFT …
scale invariant feature transform features through video frames. Implementation of SIFT …
Digital imaging for cultural heritage preservation
… Sebastiano Battiato Sebastiano Battiato received his degree in computer science (summa
cum laude) in 1995 and his Ph.D. in computer science and applied mathematics in 1999. …
cum laude) in 1995 and his Ph.D. in computer science and applied mathematics in 1999. …
[HTML][HTML] An advanced bio-inspired photoplethysmography (PPG) and ECG pattern recognition system for medical assessment
Physiological signals are widely used to perform medical assessment for monitoring an
extensive range of pathologies, usually related to cardio-vascular diseases. Among these, both …
extensive range of pathologies, usually related to cardio-vascular diseases. Among these, both …
[HTML][HTML] Machine learning for quantitative finance applications: A survey
F Rundo, F Trenta, AL Di Stallo, S Battiato�- Applied Sciences, 2019 - mdpi.com
Featured Application The described approaches can be used in various applications in the
field of quantitative finance from HFT trading systems to financial portfolio allocation and …
field of quantitative finance from HFT trading systems to financial portfolio allocation and …
[HTML][HTML] Objective estimation of body condition score by modeling cow body shape from digital images
G Azzaro, M Caccamo, JD Ferguson, S Battiato…�- Journal of dairy�…, 2011 - Elsevier
Body condition score (BCS) is considered an important tool for management of dairy cattle.
The feasibility of estimating the BCS from digital images has been demonstrated in recent …
The feasibility of estimating the BCS from digital images has been demonstrated in recent …