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start to port stereo_image_proc docs
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mikeferguson committed Feb 5, 2024
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12 changes: 12 additions & 0 deletions stereo_image_proc/doc/changes.rst
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Changelog Notes
===============

Jazzy Jalisco
-------------
There are several major change between ``Iron`` and ``Jazzy``:

* All components now properly support ``image_transport`` parameter.
* All components now properly support remapping the ``camera_info`` topic
for an associated ``image`` topic. For instance, if you remap ``image``
to ``my/image`` then ``my/camera_info`` will be used. Previously you
would have to manually remap the ``camera_info`` topic.
123 changes: 123 additions & 0 deletions stereo_image_proc/doc/components.rst
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Nodes and Components
====================

This package includes a number of ROS 2 components that can be assembled
into stereo image processing pipelines.
See the tutorial :ref:`Launch stereo_image_proc Components`.

Alternatively, each component can be run as a standalone node.

stereo_image_proc::DisparityNode
--------------------------------
Performs block matching on a pair of rectified stereo images, producing a
disparity image. Also available as a standalone node with the name
``disparity_node``.

Subscribed Topics
^^^^^^^^^^^^^^^^^
* **left/camera_info** (sensor_msgs/CameraInfo): Left camera metadata.
* **left/image_rect** (sensor_msgs/Image): Left monochrome rectified
image stream.
* **right/camera_info** (sensor_msgs/CameraInfo): Right camera metadata.
* **right/image_rect** (sensor_msgs/Image): Right monochrome rectified
image stream.

Published Topics
^^^^^^^^^^^^^^^^
* **disparity** (sensor_msgs/DisparityImage): Floating point disparity
image with metadata.

Parameters
^^^^^^^^^^

*Disparity pre-filtering*

* **prefilter_size** (int, default: 9): Normalization window size, pixels.
* **prefilter_cap** (int, default: 31): Bound on normalized pixel values.

*Disparity correlation*

* **correlation_window_size** (int, default: 15): Edge size (pixels) of the
correlation window for matching. Values must be odd, in the range 5 to 255
(but with an extra performance hit for values larger than 21). Larger values
have smoother disparity results, but smear out small features and depth
discontinuities.
* **min_disparity** (int, default: 0): Minimum disparity, or the offset to the
disparity search window. By setting to a positive value, the cameras become
more "cross-eyed" and will find objects closer to the cameras. If the cameras
are "verged" (inclined toward each other), it may be appropriate to set
min_disparity to a negative value. When min_disparity is greater than 0,
objects at large distances will not be found.
* **disparity_range** (int, default: 64): The size of the disparity search
window (pixels). Together with min_disparity, this defines the "horopter,"
the 3D volume that is visible to the stereo algorithm.

*Disparity post-filtering*

* **uniqueness_ratio** (double, default: 15.0): Filters disparity readings
based on a comparison to the next-best correlation along the epipolar
line. Matches where uniqueness_ratio > (best_match - next_match) / next_match
are filtered out.
* **texture_threshold** (int, default: 10): Filters disparity readings based on
the amount of texture in the correlation window.
* **speckle_size** (int, default: 100): Filters disparity regions that are less
than this number of pixels. For example, a value of 100 means that all regions
with fewer than 100 pixels will be rejected.
* **speckle_range** (int, default: 4): Groups disparity regions based on their
connectedness. Disparities are grouped together in the same region if they are
within this distance in pixels.

*Synchronization*

* **approximate_sync** (bool, default: false): Whether to use approximate
synchronization. Set to true if the left and right cameras do not produce
exactly synced timestamps.
* **image_transport** (string, default: raw): Image transport to use for left
image subscriber.
* **queue size** (int, default: 5): Size of message queue for each synchronized
topic. You may need to raise this if images take significantly longer to travel
over the network than camera info and/or the delay from disparity processing
is too long.

approximate_sync_tolerance_seconds


stereo_image_proc::PointCloudNode
---------------------------------
Combines a rectified color image and disparity image to produce a
``sensor_msgs::PointCloud2`` point cloud. Also available as a standalone
node ``point_cloud_node``.

Note: ROS 1 had both a ``point_cloud`` and ``point_cloud2`` version to
handle the now deprecated and removed ``sensor_msgs::PointCloud`` and
``stereo_msgs::PointCloud2``. This node corresponds to the ``point_cloud2``
version although we have dropped the ``2``.

Subscribed Topics
^^^^^^^^^^^^^^^^^
* **disparity** (stereo_msgs/DisparityImage): Floating point disparity
image with metadata.
* **left/camera_info** (sensor_msgs/CameraInfo): Left camera metadata.
* **left/image_rect_color** (sensor_msgs/Image): Rectified image.
* **rigtht/camera_info** (sensor_msgs/CameraInfo): Right camera metada.

Published Topics
^^^^^^^^^^^^^^^^
* **points2** (sensor_msgs/PointCloud2): Stereo point cloud with RGB color.

Parameters
^^^^^^^^^^
* **approximate_sync** (bool, default: false): Whether to use approximate
synchronization. Set to true if the left and right cameras do not produce
exactly synced timestamps.
* **avoid_point_cloud_padding** (bool, default: false): Avoid using alignment
padding in the generated point cloud. This reduces bandwidth requirements,
as the point cloud size is halved. Using point clouds without alignment
padding might degrade performance for some algorithms.
* **image_transport** (string, default: raw): Image transport to use for left
image subscriber.
* **queue size** (int, default: 5): Size of message queue for each synchronized
topic. You may need to raise this if images take significantly longer to travel
over the network than camera info and/or the delay from disparity processing
is too long.
* **use_color** (oool, default: true): If false, point cloud will be XYZ only.
194 changes: 194 additions & 0 deletions stereo_image_proc/doc/conf.py
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# Copyright 2024 Open Source Robotics Foundation, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# -*- coding: utf-8 -*-
#
# Configuration file for the Sphinx documentation builder.
#
# This file does only contain a selection of the most common options. For a
# full list see the documentation:
# http://www.sphinx-doc.org/en/master/config

# -- Path setup --------------------------------------------------------------

# If extensions (or modules to document with autodoc) are in another directory,
# add these directories to sys.path here. If the directory is relative to the
# documentation root, use os.path.abspath to make it absolute, like shown here.
#
import os
import sys
sys.path.insert(0, os.path.abspath('.'))


# -- Project information -----------------------------------------------------

project = 'stereo_image_proc'
copyright = '2008-2024, Open Source Robotics Foundation, Inc.' # noqa
author = 'Open Source Robotics Foundation, Inc.'

# The short X.Y version
version = ''
# The full version, including alpha/beta/rc tags
release = '3.2.1'


# -- General configuration ---------------------------------------------------

# If your documentation needs a minimal Sphinx version, state it here.
#
# needs_sphinx = '1.0'

# Add any Sphinx extension module names here, as strings. They can be
# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
# ones.
extensions = [
'sphinx.ext.autodoc',
'sphinx.ext.autosummary',
'sphinx.ext.doctest',
'sphinx.ext.coverage',
'sphinx_rtd_theme',
]

# Add any paths that contain templates here, relative to this directory.
templates_path = ['_templates']

# The suffix(es) of source filenames.
# You can specify multiple suffix as a list of string:
#
# source_suffix = ['.rst', '.md']
source_suffix = '.rst'

# The master toctree document.
master_doc = 'index'

# The language for content autogenerated by Sphinx. Refer to documentation
# for a list of supported languages.
#
# This is also used if you do content translation via gettext catalogs.
# Usually you set "language" from the command line for these cases.
language = None

# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
# This pattern also affects html_static_path and html_extra_path.
exclude_patterns = []

# The name of the Pygments (syntax highlighting) style to use.
pygments_style = None


# -- Options for HTML output -------------------------------------------------

# The theme to use for HTML and HTML Help pages. See the documentation for
# a list of builtin themes.
#
html_theme = 'sphinx_rtd_theme'

# Theme options are theme-specific and customize the look and feel of a theme
# further. For a list of options available for each theme, see the
# documentation.
#
# html_theme_options = {}

# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
html_static_path = []

# Custom sidebar templates, must be a dictionary that maps document names
# to template names.
#
# The default sidebars (for documents that don't match any pattern) are
# defined by theme itself. Builtin themes are using these templates by
# default: ``['localtoc.html', 'relations.html', 'sourcelink.html',
# 'searchbox.html']``.
#
# html_sidebars = {}


# -- Options for HTMLHelp output ---------------------------------------------

# Output file base name for HTML help builder.
htmlhelp_basename = 'image_proc_doc'


# -- Options for LaTeX output ------------------------------------------------

latex_elements = {
# The paper size ('letterpaper' or 'a4paper').
#
# 'papersize': 'letterpaper',

# The font size ('10pt', '11pt' or '12pt').
#
# 'pointsize': '10pt',

# Additional stuff for the LaTeX preamble.
#
# 'preamble': '',

# Latex figure (float) alignment
#
# 'figure_align': 'htbp',
}


# -- Options for manual page output ------------------------------------------

# One entry per manual page. List of tuples
# (source start file, name, description, authors, manual section).
man_pages = [
(master_doc, 'stereo_image_proc', 'stereo_image_proc Documentation',
[author], 1)
]


# -- Options for Texinfo output ----------------------------------------------

# Grouping the document tree into Texinfo files. List of tuples
# (source start file, target name, title, author,
# dir menu entry, description, category)
texinfo_documents = [
(master_doc, 'stereo_image_proc', 'stereo_image_proc Documentation',
author, 'stereo_image_proc', 'ROS 2 components for stereo image processing.',
'Miscellaneous'),
]


# -- Options for Epub output -------------------------------------------------

# Bibliographic Dublin Core info.
epub_title = project

# The unique identifier of the text. This can be a ISBN number
# or the project homepage.
#
# epub_identifier = ''

# A unique identification for the text.
#
# epub_uid = ''

# A list of files that should not be packed into the epub file.
epub_exclude_files = ['search.html']


# -- Extension configuration -------------------------------------------------

autoclass_content = 'both'

autodoc_default_options = {
'members': True, # document members
'undoc-members': True, # also document members without documentation
}
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