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researcher

J. Shapey

32 papers hereh-index 181.2k citations90 works total

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

author position
  • middle author27
  • last author2

Across the 29 of 32 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • eess.IV13
  • physics.med-ph2
  • cs.CY1
  • cs.RO1
  • physics.optics1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedCrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation

99 citations · 369 across the 31 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

eess.IV2021

Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction

Peichao Li, Michael Ebner, Philip Noonan +5

Hyperspectral imaging is one of the most promising techniques for intraoperative tissue characterisation. Snapshot mosaic cameras, which can capture hyperspectral data in a single…

physics.optics2021★ 3 cited

Methodology development and evaluation of optical properties characterisation of small size tissue samples

Yijing Xie, Jonathan Shapey, Eli Nabavi +4

Integrating sphere (IS) techniques combined with an inverse adding doubling (IAD) algorithm have been widely used for determination of optical properties of ex vivo tissues. Semi-i…

cs.CV2021★ 26 cited

Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation

Reuben Dorent, Samuel Joutard, Jonathan Shapey +4

We introduce InExtremIS, a weakly supervised 3D approach to train a deep image segmentation network using particularly weak train-time annotations: only 6 extreme clicks…

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