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H. Hyyti

4 papers hereh-index 11326 citations48 works total

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

author position
  • middle author4

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

fields
  • cs.CV3
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedMultispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms

7 citations · 9 across the 4 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025

Road Grip Uncertainty Estimation Through Surface State Segmentation

Jyri Maanpää, Julius Pesonen, Iaroslav Melekhov +2

Slippery road conditions pose significant challenges for autonomous driving. Beyond predicting road grip, it is crucial to estimate its uncertainty reliably to ensure safe vehicle…

cs.CV2025★ 7 cited

Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms

Josef Taher, Eric Hyyppä, Matti Hyyppä +46

Climate-smart and biodiversity-preserving forestry demands precise information on forest resources, extending to the individual tree level. Multispectral airborne laser scanning (A…

cs.CV2024

Dense Road Surface Grip Map Prediction from Multimodal Image Data

Jyri Maanpää, Julius Pesonen, Heikki Hyyti +5

Slippery road weather conditions are prevalent in many regions and cause a regular risk for traffic. Still, there has been less research on how autonomous vehicles could detect sli…

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