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researcher

J. Sonke

3 papers hereh-index 6113.5k citations626 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.IV2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedSubpixel object segmentation using wavelets and multi resolution analysis

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CV2021★ 1 cited

Subpixel object segmentation using wavelets and multi resolution analysis

Ray Sheombarsing, Nikita Moriakov, Jan-Jakob Sonke +1

We propose a novel deep learning framework for fast prediction of boundaries of two-dimensional simply connected domains using wavelets and Multi Resolution Analysis (MRA). The bou…

eess.IV2020

Reconstructing unseen modalities and pathology with an efficient Recurrent Inference Machine

Dimitrios Karkalousos, Kai Lønning, Hanneke E. Hulst +4

Objective: To allow efficient learning using the Recurrent Inference Machine (RIM) for image reconstruction whereas not being strictly dependent on the training data distribution s…

eess.IV2019

Learned SIRT for Cone Beam Computed Tomography Reconstruction

Roeland J. Dilz, Lukas Schröder, Nikita Moriakov +2

We introduce the learned simultaneous iterative reconstruction technique (SIRT) for tomographic reconstruction. The learned SIRT algorithm is a deep learning based reconstruction m…

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