no code implementations • 6 Nov 2023 • Eva Breznik, Hoel Kervadec, Filip Malmberg, Joel Kullberg, Håkan Ahlström, Marleen de Bruijne, Robin Strand
Hence it is intuitively inappropriate for weak supervision, where the ground truth label may be much smaller than the actual object and a certain amount of false positives (w. r. t.
2 code implementations • 19 Oct 2018 • Simon Ekström, Filip Malmberg, Håkan Ahlström, Joel Kullberg, Robin Strand
Objective: Deformable image registration is a fundamental problem in medical image analysis, with applications such as longitudinal studies, population modeling, and atlas based image segmentation.
no code implementations • 2 Feb 2018 • Filip Malmberg, Robin Strand
These techniques can be used to minimize objective functions written as the sum of a set of unary and pairwise terms, provided that the objective function is submodular.
1 code implementation • 26 Jan 2018 • Kalyan Ram Ayyalasomayajula, Filip Malmberg, Anders Brun
Binarization of digital documents is the task of classifying each pixel in an image of the document as belonging to the background (parchment/paper) or foreground (text/ink).