Relevance-based Neural Freezing against Catastrophic Forgetting in Neural Network Training


The ability to continuously process and retain new information like we do naturally as humans is a feat that is highly sought after when training neural networks.

Liquid lenses for fast focusing in machine vision. Technical bases


Tunable lenses are conceptionally like a human eye. An elastic polymer membrane covers a reservoir containing an optical liquid.

iToBoS presented at CILAD 2022


iToBoS was presented in the 23 Congreso Ibero Latino-Americano de Dermatologia (CILAD) in Madrid, Spain, on July 01, 2022.

Liquid lenses for fast focusing in machine vision


The iToBoS project is usually categorized within the field of medical imaging. However, all the technical solutions used or to be developed in the project, from the optics to the artificial intelligence algorithms, are part of the wider field of machine vision.

Invertible Denoising Network: A Light Solution for Real Noise Removal


The task of real-world noise removal is challenging, as the noise model is highly complex. CNNs have lately achieved state-of-the-art denoising performance, but the networks are extremely large and complicated for a better accuracy.

Diffusion Models


Diffusion Models are a type of likelihood-based models that have recently generated synthetic images of excellent quality.

Awareness on sun exposure lectures


Researchers and professors of the Dermatology Unit of the University of Trieste lectured in high school classes on the effect of UV radiation exposure and on the protection measures to be used during sun exposure and presetned the iToBoS project.

New scenarios of the teledermatology


In this article we analyze new scenarios and business cases of teledermatology.

Non-contact dermoscopy for the early detection of skin cancer


iToBoS project was presented through a poster titled “Non-contact dermoscopy for the early detection of skin cancer” in the interdisciplinary workshop Cluster of Excellence PhoenixD.

iToBoS presented in the "XI Conference on Prevention and Treatment of Skin Cancer"


iToBoS was presented in the “XI Jornada de Prevenció i Tractamentde Càncer Cutani”, (XI Conference on Prevention and Treatment of Skin Cancer). The event was held in Catalan.