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Axel Davy

11 papers hereh-index 153.7k citations30 works total

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

author position
  • first author2
  • middle author9

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV11
same name
  • Axel Davy — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedReducing Anomaly Detection in Images to Detection in Noise

18 citations · 19 across the 4 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

cs.CV2018

Model-blind Video Denoising Via Frame-to-frame Training

Thibaud Ehret, Axel Davy, Jean-Michel Morel +2

Modeling the processing chain that has produced a video is a difficult reverse engineering task, even when the camera is available. This makes model based video processing a still…

cs.CV2018

Non-Local Video Denoising by CNN

Axel Davy, Thibaud Ehret, Jean-Michel Morel +2

Non-local patch based methods were until recently state-of-the-art for image denoising but are now outperformed by CNNs. Yet they are still the state-of-the-art for video denoising…

cs.CV2018

Image Anomalies: a Review and Synthesis of Detection Methods

Thibaud Ehret, Axel Davy, Jean-Michel Morel +1

We review the broad variety of methods that have been proposed for anomaly detection in images. Most methods found in the literature have in mind a particular application. Yet we s…

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