Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Rank-One Prior: Toward Real-Time Scene Recovery   Scene recovery is a fundamental imaging task for several practical
applications, e.g., video surveillance and autonomous vehicles, etc. To improve
visual quality under different weather/imaging conditions, we propose a
real-time light correction method to recover the degraded scenes in the cases
of sandstorms, underwater, and haze. The heart of our work is that we propose
an intensity projection strategy to estimate the transmission. This strategy is
motivated by a straightforward rank-one transmission prior. The complexity of
transmission estimation is $O(N)$ where $N$ is the size of the single image.
Then we can recover the scene in real-time. Comprehensive experiments on
different types of weather/imaging conditions illustrate that our method
outperforms competitively several state-of-the-art imaging methods in terms of
efficiency and robustness.

15
The categories of this paper are: nucl-ex
24
The categories of this paper are: dg-ga
28
The categories of this paper are: alg-geom
2
The categories of this paper are: math
22
The categories of this paper are: chao-dyn
18
The categories of this paper are: econ
35
The categories of this paper are: mtrl-th
10
The categories of this paper are: q-bio
33
The categories of this paper are: plasm-ph
5
The categories of this paper are: gr-qc
3
The categories of this paper are: physics
34
The categories of this paper are: chem-ph
26
The categories of this paper are: bayes-an
7
The categories of this paper are: hep-th
16
The categories of this paper are: stat
19
The categories of this paper are: eess