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Juan P. Vigueras-Guill'en

4 papers hereh-index 330 citations4 works total

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

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • eess.IV2

identity via Semantic Scholar / OpenAlex

most citedDenseUNets with feedback non-local attention for the segmentation of specular microscopy images of the corneal endothelium with guttae

3 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021

Parallel Capsule Networks for Classification of White Blood Cells

Juan P. Vigueras-Guillén, Arijit Patra, Ola Engkvist +1

Capsule Networks (CapsNets) is a machine learning architecture proposed to overcome some of the shortcomings of convolutional neural networks (CNNs). However, CapsNets have mainly…

cs.CV2021

Redesigning Fully Convolutional DenseUNets for Large Histopathology Images

Juan P. Vigueras-Guillén, Joan Lasenby, Frank Seeliger

The automated segmentation of cancer tissue in histopathology images can help clinicians to detect, diagnose, and analyze such disease. Different from other natural images used in…

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