Image Colour Transfer

6/05/2022.

Image colour transfer aims to alter the colours of one image (source) to mimic the appearance and colour palette of another one (target).

Image segmentation for dermoscopy

4/05/2022.

In this blogpost we will talk about the importance of image segmentation for dermoscopy as well as other medical imaging techniques. For skin cancer screening it is of importance to segment the nevus from the skin.

Image Super-Resolution

30/04/2022.

Image Super-Resolution is the task of restoring a high-resolution image out of one or several lower resolution images. A simple enlargement of the image would produce a blurred result, so a special approach is needed to boost the apparent resolution and enhance image sharpness.

Image Deblurring

29/04/2022.

Image deblurring is the technique of removing blurring artifacts from an image that can come from object motion, camera shake or out-of-focus blur.

[ES] iToBoS presented in BioTech Spain

28/04/2022.

iToBoS project was presented in BioTech Spain, an online portal dedicated to the dissemination and diffusion of projects and news related to biotechnology in Spain.

Explaining the Predictions of Unsupervised Learning Models

27/04/2022.

The scientific work "Explaining the Predictions of Unsupervised Learning Models", developed with the support of the iToBoS project, has been published.

An introduction to image denoising

26/04/2022.

Image acquisition comes with unavoidable and unwanted noise acquisition due to camera hardware limitations and illumination challenges, making image denoising a fundamental task in image processing.

Gender equity in artificial intelligence applications in dermatology

25/04/2022.

In the last few years, there have been remarkable developments in computational methods for helping dermatologists to diagnose skin cancer in early stages.

iToBoS project presented at 1st Spring Biophotonics Conference in Porto

24/04/2022.

The iToBoS project was presented at the 1st Spring Biophotonics Conference in Porto (OPORTO22), through the conference titled “Multimodal optical systems for the investigation of skin diseases”.

Efficient AI Predictions through Explainability-driven Neural Network Quantization

21/04/2022.

Solving increasingly complex real-world problems, continuously contributes to the success of deep neural networks (DNNs). DNNs have long been established in numerous machine learning tasks and for this have been significantly improved in the past decade.