Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: EgoTransfer: Transferring Motion Across Egocentric and Exocentric
  Domains using Deep Neural Networks   Mirror neurons have been observed in the primary motor cortex of primate
species, in particular in humans and monkeys. A mirror neuron fires when a
person performs a certain action, and also when he observes the same action
being performed by another person. A crucial step towards building fully
autonomous intelligent systems with human-like learning abilities is the
capability in modeling the mirror neuron. On one hand, the abundance of
egocentric cameras in the past few years has offered the opportunity to study a
lot of vision problems from the first-person perspective. A great deal of
interesting research has been done during the past few years, trying to explore
various computer vision tasks from the perspective of the self. On the other
hand, videos recorded by traditional static cameras, capture humans performing
different actions from an exocentric third-person perspective. In this work, we
take the first step towards relating motion information across these two
perspectives. We train models that predict motion in an egocentric view, by
observing it from an exocentric view, and vice versa. This allows models to
predict how an egocentric motion would look like from outside. To do so, we
train linear and nonlinear models and evaluate their performance in terms of
retrieving the egocentric (exocentric) motion features, while having access to
an exocentric (egocentric) motion feature. Our experimental results demonstrate
that motion information can be successfully transferred across the two views.

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The categories of this paper are: hep-ph
4
The categories of this paper are: cond-mat
22
The categories of this paper are: chao-dyn
18
The categories of this paper are: econ
23
The categories of this paper are: solv-int
29
The categories of this paper are: funct-an
11
The categories of this paper are: hep-lat
24
The categories of this paper are: dg-ga
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The categories of this paper are: quant-ph
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The categories of this paper are: alg-geom
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The categories of this paper are: physics
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The categories of this paper are: q-fin
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The categories of this paper are: q-bio
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The categories of this paper are: stat
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The categories of this paper are: bayes-an
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The categories of this paper are: eess