09/03/2023 - 15:00
Novel prospects of image restoration inspired by concepts of quantum mechanics
Webinar IEEE Signal Processing Society
Sayantan Dutta was PhD-codirected by Adrian Basarab.
He will present an approach for constructing an adaptive transformation based on principles of quantum mechanics, by considering the image as a potential in the Schrödinger equation.
This adaptive basis was shown to denoise in various noise scenarios and medical data applications.
The proposed method was compared to state-of-the-art algorithms, demonstrating its capability regardless of image characteristics, noise statistics, and intensity.