wavelet_denoising_gpu.rst

{% extends "plugin_template.rst" %}

{% block title %}Wavelet Denoising Gpu{% endblock %}

{% block description %} A Wrapper for pypwt package for wavelet GPU denoising. {% endblock %}

{% block parameter_yaml %}

in_datasets:

visibility: datasets dtype: "[list[],list[str]]" description:

summary: A list of the dataset(s) to process. verbose: A list of strings, where each string gives the name of a dataset that was either specified by a loader plugin or created as output to a previous plugin. The length of the list is the number of input datasets requested by the plugin. If there is only one dataset and the list is left empty it will default to that dataset.

default: "[]"

out_datasets:

visibility: datasets dtype: "[list[],list[str]]" description:

summary: A list of the dataset(s) to create. verbose: A list of strings, where each string is a name to be assigned to a dataset output by the plugin. If there is only one input dataset and one output dataset and the list is left empty, the output will take the name of the input dataset. The length of the list is the number of output datasets created by the plugin.

default: "[]"

family_name:

visibility: intermediate dtype: str options: "['db3', 'db5', 'db7', 'db9', 'db11', 'haar', 'sym3', 'sym5', 'sym7', 'sym11']" description: Wavelet family. default: db5

nlevels:

visibility: intermediate dtype: int description: Level of refinement for filter coefficients. default: "3"

threshold_level:

visibility: basic dtype: float description:

summary: Threshold level to filter wavelet coefficients verbose: Smaller values lead to more smoothing

default: "0.01"

pattern:

visibility: intermediate dtype: str description: Pattern to apply this to. options: "['SINOGRAM', 'PROJECTION', 'VOLUME_XZ', 'VOLUME_XY']" default: PROJECTION

{% endblock %}

{% block plugin_citations %}

PDWT: Release 0.8 by Paleo, Pierre et al.

Bibtex

@article{paleo_pdwt_2020,
title={PDWT: Release 0.8},
author={Pierre Paleo},
journal={Zenodo},
volume={},
pages={},
year={2020},
publisher={Zenodo}
}

Endnote

%0 Journal Article
%T PDWT: Release 0.8
%A Paleo, Pierre
%J Zenodo
%D 2020
%I Zenodo

{% endblock %}

{% block plugin_file %}../../../../plugin_api/plugins.filters.denoising.wavelet_denoising_gpu.rst{% endblock %}