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researcher

M. Vincze

4 papers hereh-index 459.4k citations473 works total

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

author position
  • last author4

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

fields
  • cs.RO2
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20132016
most citedUsing Dimension Reduction to Improve the Classification of High-dimensional Data

10 citations · 10 across the 3 of their papers we have counts for

collaborators

4 papers

cs.RO2016

Help, Anyone? A User Study For Modeling Robotic Behavior To Mitigate Malfunctions With The Help Of The User

Markus Bajones, Astrid Weiss, Markus Vincze

Service robots for the domestic environment are intended to autonomously provide support for their users. However, state-of-the-art robots still often get stuck in failure situatio…

cs.LG2015★ 10 cited

Using Dimension Reduction to Improve the Classification of High-dimensional Data

Andreas Grünauer, Markus Vincze

In this work we show that the classification performance of high-dimensional structural MRI data with only a small set of training examples is improved by the usage of dimension re…

cs.CV2015

Object Modelling with a Handheld RGB-D Camera

Aitor Aldoma, Johann Prankl, Alexander Svejda +1

This work presents a flexible system to reconstruct 3D models of objects captured with an RGB-D sensor. A major advantage of the method is that our reconstruction pipeline allows t…

cs.RO2013

Visual Room-Awareness for Humanoid Robot Self-Localization

Markus Bader, Johann Prankl, Markus Vincze

Humanoid robots without internal sensors such as a compass tend to lose their orientation after a fall. Furthermore, re-initialisation is often ambiguous due to symmetric man-made…

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