Image registration guided by zero-average volume changes

Building a mean volume anatomic atlas

In Uppsala I spent several months investigating the generation of displacement fields with known volume changes, and I even implemented a software suite for the purpose. This might seem an odd topic to pick as working subject, so it is worth a bit of clarification about its purpose and applications.... [Read More]

Landmark-based groupwise registration with SGD and B-splines

Implementing a simple extension to Elastix

Currently, I work mostly on image registration algorithms, and I devoted quite some time looking into groupwise registration techniques. In its essence, groupwise registration is a process that aligns multiple images, mapping them to a common reference space, without having to explicitly define such reference space (e.g. without manually selecting... [Read More]

GPU-accelerated single-pass volumetric raycasting in Qt and OpenGL

Implementing a simple, yet easy to extend visualiser

Visualisation is a complementary but very important part of my work on image analysis. And since I work mainly with tridimensional volume images, visualisation is inherently a more complicated task compared to image analysis in only two dimensions. To help my work, I decided to implement a small tool for... [Read More]