Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Attentive Generative Adversarial Network for Raindrop Removal from a
  Single Image   Raindrops adhered to a glass window or camera lens can severely hamper the
visibility of a background scene and degrade an image considerably. In this
paper, we address the problem by visually removing raindrops, and thus
transforming a raindrop degraded image into a clean one. The problem is
intractable, since first the regions occluded by raindrops are not given.
Second, the information about the background scene of the occluded regions is
completely lost for most part. To resolve the problem, we apply an attentive
generative network using adversarial training. Our main idea is to inject
visual attention into both the generative and discriminative networks. During
the training, our visual attention learns about raindrop regions and their
surroundings. Hence, by injecting this information, the generative network will
pay more attention to the raindrop regions and the surrounding structures, and
the discriminative network will be able to assess the local consistency of the
restored regions. This injection of visual attention to both generative and
discriminative networks is the main contribution of this paper. Our experiments
show the effectiveness of our approach, which outperforms the state of the art
methods quantitatively and qualitatively.

18
The categories of this paper are: econ
7
The categories of this paper are: hep-th
16
The categories of this paper are: stat
30
The categories of this paper are: q-alg
20
The categories of this paper are: acc-phys
17
The categories of this paper are: q-fin
11
The categories of this paper are: hep-lat
12
The categories of this paper are: nucl-th
19
The categories of this paper are: eess
29
The categories of this paper are: funct-an
28
The categories of this paper are: alg-geom
6
The categories of this paper are: astro-ph
32
The categories of this paper are: atom-ph
35
The categories of this paper are: mtrl-th
23
The categories of this paper are: solv-int
5
The categories of this paper are: gr-qc