Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A single target tracking algorithm based on Generative Adversarial
  Networks   In the single target tracking field, occlusion leads to the loss of tracking
targets is a ubiquitous and arduous problem. To solve this problem, we propose
a single target tracking algorithm with anti-occlusion capability. The main
content of our algorithm is to use the Region Proposal Network to obtain the
tracked target and potential interferences, and use the occlusion awareness
module to judge whether the interfering object occludes the target. If no
occlusion occurs, continue tracking. If occlusion occurs, the prediction module
is started, and the motion trajectory of the target in subsequent frames is
predicted according to the motion trajectory before occlusion. The result
obtained by the prediction module is used to replace the target position
feature obtained by the original tracking algorithm. So we solve the problem
that the occlusion causes the tracking algorithm to lose the target. In actual
performance, our algorithm can successfully track the target in the occluded
dataset. On the VOT2018 dataset, our algorithm has an EAO of 0.421, an Accuracy
of 0.67, and a Robustness of 0.186. Compared with SiamRPN ++, they increased by
1.69%, 11.67% and 9.3%, respectively.

28
The categories of this paper are: alg-geom
10
The categories of this paper are: q-bio
21
The categories of this paper are: adap-org
7
The categories of this paper are: hep-th
4
The categories of this paper are: cond-mat
15
The categories of this paper are: nucl-ex
34
The categories of this paper are: chem-ph
5
The categories of this paper are: gr-qc
27
The categories of this paper are: comp-gas
24
The categories of this paper are: dg-ga
6
The categories of this paper are: astro-ph
33
The categories of this paper are: plasm-ph
9
The categories of this paper are: nlin
25
The categories of this paper are: patt-sol
22
The categories of this paper are: chao-dyn
12
The categories of this paper are: nucl-th