Search Results for author: Roman Korkin

Found 2 papers, 0 papers with code

Memory-efficient particle filter recurrent neural network for object localization

no code implementations2 Oct 2023 Roman Korkin, Ivan Oseledets, Aleksandr Katrutsa

This study proposes a novel memory-efficient recurrent neural network (RNN) architecture specified to solve the object localization problem.

Object Localization

Multiparticle Kalman filter for object localization in symmetric environments

no code implementations14 Mar 2023 Roman Korkin, Ivan Oseledets, Aleksandr Katrutsa

Two well-known classes of filtering algorithms to solve the localization problem are Kalman filter-based methods and particle filter-based methods.

Object Localization

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