Active Perception for Ambiguous Objects Classification
Evgenii Safronov,
Nicola Piga,
Michele Colledanchise
et al.
Abstract:Recent visual pose estimation and tracking solutions provide notable results on popular datasets such as T-LESS and YCB. However, in the real world, we can find ambiguous objects that do not allow exact classification and detection from a single view. In this work, we propose a framework that, given a single view of an object, provides the coordinates of a next viewpoint to discriminate the object against similar ones, if any, and eliminates ambiguities. We also describe a complete pipeline from a real object'… Show more
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