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Marcin Dymczyk

12 papers hereh-index 162.4k citations32 works total

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

author position
  • first author2
  • middle author9
  • last author1

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

fields
  • cs.RO8
  • cs.CV4

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedSegMap: Segment-based mapping and localization using data-driven descriptors

209 citations · 212 across the 4 of their papers we have counts for

collaborators
Showing 2018 · cs.CVShow all

3 papers · 2 filters

cs.CV2018

From Coarse to Fine: Robust Hierarchical Localization at Large Scale

Paul-Edouard Sarlin, Cesar Cadena, Roland Siegwart +1

Robust and accurate visual localization is a fundamental capability for numerous applications, such as autonomous driving, mobile robotics, or augmented reality. It remains, howeve…

cs.CV2018

Leveraging Deep Visual Descriptors for Hierarchical Efficient Localization

Paul-Edouard Sarlin, Frédéric Debraine, Marcin Dymczyk +2

Many robotics applications require precise pose estimates despite operating in large and changing environments. This can be addressed by visual localization, using a pre-computed 3…

cs.CV2018

Dynamic Objects Segmentation for Visual Localization in Urban Environments

Guoxiang Zhou, Berta Bescos, Marcin Dymczyk +3

Visual localization and mapping is a crucial capability to address many challenges in mobile robotics. It constitutes a robust, accurate and cost-effective approach for local and g…

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