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Dennis Eschweiler

10 papers hereh-index 9805 citations19 works total

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

author position
  • first author5
  • middle author4

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • eess.IV7
  • cs.CV3

identity via Semantic Scholar / OpenAlex

activity
20182024
most cited3D fluorescence microscopy data synthesis for segmentation and benchmarking

23 citations · 39 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

eess.IV2023★ 6 cited

Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation

Yuli Wu, Weidong He, Dennis Eschweiler +5

Modern biomedical image analysis using deep learning often encounters the challenge of limited annotated data. To overcome this issue, deep generative models can be employed to syn…

eess.IV2023★ 4 cited

Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets

Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann +5

Recent advances in computer vision have led to significant progress in the generation of realistic image data, with denoising diffusion probabilistic models proving to be a particu…

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