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V. Steinhage

12 papers hereh-index 232.6k citations77 works total

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

author position
  • last author12

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV9
  • cs.LG2
  • cs.NI1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedExtreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches

159 citations · 180 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.CV2021

Overcoming the Distance Estimation Bottleneck in Estimating Animal Abundance with Camera Traps

Timm Haucke, Hjalmar S. Kühl, Jacqueline Hoyer +1

The biodiversity crisis is still accelerating, despite increasing efforts by the international community. Estimating animal abundance is of critical importance to assess, for examp…

cs.NI2021★ 1 cited

Automated Identification of Vulnerable Devices in Networks using Traffic Data and Deep Learning

Jakob Greis, Artem Yushchenko, Daniel Vogel +2

Many IoT devices are vulnerable to attacks due to flawed security designs and lacking mechanisms for firmware updates or patches to eliminate the security vulnerabilities. Device-t…

cs.CV2021★ 8 cited

Exploiting Depth Information for Wildlife Monitoring

Timm Haucke, Volker Steinhage

Camera traps are a proven tool in biology and specifically biodiversity research. However, camera traps including depth estimation are not widely deployed, despite providing valuab…

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