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Yuri Feldman

2 accepted papers

2019

Data Association Aware Semantic Mapping and Localization via a Viewpoint-Dependent Classifier Model

IROS 2019poster

We present an approach for localization and semantic mapping in ambiguous scenarios by incrementally maintaining a hybrid belief over continuous states and discrete classification and data association variables. Unlike existing incremental approaches, we explicitly maintain data association componen…

Cited by 14SourceScholar
2018

Bayesian Viewpoint-Dependent Robust Classification Under Model and Localization Uncertainty

ICRA 2018poster

We propose an algorithm for robust visual classification of an object of interest observed from multiple views using a black-box Bayesian classifier which provides a measure of uncertainty, in the presence of significant ambiguity and classifier noise, and of localization error. The fusion of classi…

Cited by 12SourceScholar