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start to port stereo_image_proc docs
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Changelog Notes | ||
=============== | ||
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Jazzy Jalisco | ||
------------- | ||
There are several major change between ``Iron`` and ``Jazzy``: | ||
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* 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. |
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Nodes and Components | ||
==================== | ||
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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`. | ||
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Alternatively, each component can be run as a standalone node. | ||
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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``. | ||
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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. | ||
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Published Topics | ||
^^^^^^^^^^^^^^^^ | ||
* **disparity** (sensor_msgs/DisparityImage): Floating point disparity | ||
image with metadata. | ||
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Parameters | ||
^^^^^^^^^^ | ||
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*Disparity pre-filtering* | ||
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* **prefilter_size** (int, default: 9): Normalization window size, pixels. | ||
* **prefilter_cap** (int, default: 31): Bound on normalized pixel values. | ||
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*Disparity correlation* | ||
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* **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. | ||
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*Disparity post-filtering* | ||
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* **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. | ||
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*Synchronization* | ||
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* **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. | ||
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approximate_sync_tolerance_seconds | ||
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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``. | ||
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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``. | ||
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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. | ||
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Published Topics | ||
^^^^^^^^^^^^^^^^ | ||
* **points2** (sensor_msgs/PointCloud2): Stereo point cloud with RGB color. | ||
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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. |
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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. | ||
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# -*- 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 | ||
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# -- Path setup -------------------------------------------------------------- | ||
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# 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('.')) | ||
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# -- Project information ----------------------------------------------------- | ||
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project = 'stereo_image_proc' | ||
copyright = '2008-2024, Open Source Robotics Foundation, Inc.' # noqa | ||
author = 'Open Source Robotics Foundation, Inc.' | ||
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# The short X.Y version | ||
version = '' | ||
# The full version, including alpha/beta/rc tags | ||
release = '3.2.1' | ||
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# -- General configuration --------------------------------------------------- | ||
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# If your documentation needs a minimal Sphinx version, state it here. | ||
# | ||
# needs_sphinx = '1.0' | ||
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# 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', | ||
] | ||
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# Add any paths that contain templates here, relative to this directory. | ||
templates_path = ['_templates'] | ||
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# The suffix(es) of source filenames. | ||
# You can specify multiple suffix as a list of string: | ||
# | ||
# source_suffix = ['.rst', '.md'] | ||
source_suffix = '.rst' | ||
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# The master toctree document. | ||
master_doc = 'index' | ||
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# 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 | ||
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# 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 = [] | ||
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# The name of the Pygments (syntax highlighting) style to use. | ||
pygments_style = None | ||
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# -- Options for HTML output ------------------------------------------------- | ||
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# The theme to use for HTML and HTML Help pages. See the documentation for | ||
# a list of builtin themes. | ||
# | ||
html_theme = 'sphinx_rtd_theme' | ||
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# 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 = {} | ||
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# 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 = [] | ||
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# 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 = {} | ||
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# -- Options for HTMLHelp output --------------------------------------------- | ||
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# Output file base name for HTML help builder. | ||
htmlhelp_basename = 'image_proc_doc' | ||
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# -- Options for LaTeX output ------------------------------------------------ | ||
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latex_elements = { | ||
# The paper size ('letterpaper' or 'a4paper'). | ||
# | ||
# 'papersize': 'letterpaper', | ||
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# The font size ('10pt', '11pt' or '12pt'). | ||
# | ||
# 'pointsize': '10pt', | ||
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# Additional stuff for the LaTeX preamble. | ||
# | ||
# 'preamble': '', | ||
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# Latex figure (float) alignment | ||
# | ||
# 'figure_align': 'htbp', | ||
} | ||
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# -- Options for manual page output ------------------------------------------ | ||
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# 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) | ||
] | ||
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# -- Options for Texinfo output ---------------------------------------------- | ||
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# 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'), | ||
] | ||
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# -- Options for Epub output ------------------------------------------------- | ||
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# Bibliographic Dublin Core info. | ||
epub_title = project | ||
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# The unique identifier of the text. This can be a ISBN number | ||
# or the project homepage. | ||
# | ||
# epub_identifier = '' | ||
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# A unique identification for the text. | ||
# | ||
# epub_uid = '' | ||
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# A list of files that should not be packed into the epub file. | ||
epub_exclude_files = ['search.html'] | ||
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# -- Extension configuration ------------------------------------------------- | ||
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autoclass_content = 'both' | ||
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autodoc_default_options = { | ||
'members': True, # document members | ||
'undoc-members': True, # also document members without documentation | ||
} |
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