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J. Alatalo

2 papers hereh-index 5114 citations12 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2

identity via Semantic Scholar / OpenAlex

most citedImproved Difference Images for Change Detection Classifiers in SAR Imagery Using Deep Learning

14 citations · 14 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2023★ 14 cited

Improved Difference Images for Change Detection Classifiers in SAR Imagery Using Deep Learning

Janne Alatalo, Tuomo Sipola, Mika Rantonen

Satellite-based Synthetic Aperture Radar (SAR) images can be used as a source of remote sensed imagery regardless of cloud cover and day-night cycle. However, the speckle noise and…

cs.CV2021

Chromatic and spatial analysis of one-pixel attacks against an image classifier

Janne Alatalo, Joni Korpihalkola, Tuomo Sipola +1

One-pixel attack is a curious way of deceiving neural network classifier by changing only one pixel in the input image. The full potential and boundaries of this attack method are…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.