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author | Xuewei Meng <xwmeng96@gmail.com> | 2019-05-30 15:35:17 +0300 |
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committer | Steven Liu <lq@chinaffmpeg.org> | 2019-06-06 08:59:43 +0300 |
commit | 78e1d7f42110aec8d4cd703a7939c64b5a191952 (patch) | |
tree | 4d1dd0f47950907ff88cc8645f71ac64de8723ae /doc/filters.texi | |
parent | 3be44900144267f657d935c31130d9377d8a722b (diff) |
libavfilter: Add derain filter
Remove the rain in the input image/video by applying the derain
methods based on convolutional neural networks. Training scripts
as well as scripts for model generation are provided in the
repository at https://github.com/XueweiMeng/derain_filter.git.
Signed-off-by: Xuewei Meng <xwmeng96@gmail.com>
Diffstat (limited to 'doc/filters.texi')
-rw-r--r-- | doc/filters.texi | 34 |
1 files changed, 34 insertions, 0 deletions
diff --git a/doc/filters.texi b/doc/filters.texi index 5db8e0302f..ec1c7c7591 100644 --- a/doc/filters.texi +++ b/doc/filters.texi @@ -8264,6 +8264,40 @@ delogo=x=0:y=0:w=100:h=77:band=10 @end itemize +@section derain + +Remove the rain in the input image/video by applying the derain methods based on +convolutional neural networks. Supported models: + +@itemize +@item +Recurrent Squeeze-and-Excitation Context Aggregation Net (RESCAN). +See @url{http://openaccess.thecvf.com/content_ECCV_2018/papers/Xia_Li_Recurrent_Squeeze-and-Excitation_Context_ECCV_2018_paper.pdf}. +@end itemize + +Training scripts as well as scripts for model generation are provided in +the repository at @url{https://github.com/XueweiMeng/derain_filter.git}. + +The filter accepts the following options: + +@table @option +@item dnn_backend +Specify which DNN backend to use for model loading and execution. This option accepts +the following values: + +@table @samp +@item native +Native implementation of DNN loading and execution. +@end table +Default value is @samp{native}. + +@item model +Set path to model file specifying network architecture and its parameters. +Note that different backends use different file formats. TensorFlow backend +can load files for both formats, while native backend can load files for only +its format. +@end table + @section deshake Attempt to fix small changes in horizontal and/or vertical shift. This |