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Milan Zamazal e2b4000dc9 libcamera: software_isp: Apply CCM in debayering
This patch applies color correction matrix (CCM) in debayering if the
CCM is specified.  Not using CCM must still be supported for performance
reasons.

The CCM is applied as follows:

  [r1 g1 b1]   [r]
  [r2 g2 b2] * [g]
  [r3 g3 b3]   [b]

The CCM matrix (the left side of the multiplication) is constant during
single frame processing, while the input pixel (the right side) changes.
Because each of the color channels is only 8-bit in software ISP, we can
make 9 lookup tables with 256 input values for multiplications of each
of the r_i, g_i, b_i values.  This way we don't have to multiply each
pixel, we can use table lookups and additions instead.  Gamma (which is
non-linear and thus cannot be a part of the 9 lookup tables values) is
applied on the final values rounded to integers using another lookup
table.

Because the changing part is the pixel value with three color elements,
only three dynamic table lookups are needed.  We use three lookup tables
to represent the multiplied matrix values, each of the tables
corresponding to the given matrix column and pixel color.

We use int16_t to store the precomputed multiplications.  This seems to
be noticeably (>10%) faster than `float' for the price of slightly less
accuracy and it covers the range of values that sane CCMs produce.  The
selection and structure of data is performance critical, for example
using bytes would add significant (>10%) speedup but would be too short
to cover the value range.

The color lookup tables can be represented either as unions,
accommodating tables for both the CCM and non-CCM cases, or as separate
tables for each of the cases, leaving the tables for the other case
unused.  The latter is selected as a matter of preference.

The tables are copied (as before), which is not elegant but also not a
big problem.  There are patches posted that use shared buffers for
parameters passing in software ISP (see software ISP TODO #5) and they
can be adjusted for the new parameter format.

Color gains from white balance are supposed not to be a part of the
specified CCM.  They are applied on it using matrix multiplication,
which is simple and in correspondence with future additions in the form
of matrix multiplication, like saturation adjustment.

With this patch, the reported per-frame slowdown when applying CCM is
about 45% on Debix Model A and about 75% on TI AM69 SK.

Using std::clamp in debayering adds some performance penalty (a few
percent).  The clamping is necessary to eliminate out of range values
possibly produced by the CCM.  If it could be avoided by adjusting the
precomputed tables some way then performance could be improved a bit.

Signed-off-by: Milan Zamazal <mzamazal@redhat.com>
Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>
Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
Signed-off-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
2025-03-26 10:45:01 +00:00
.reuse Documentation: Introduce Camera Sensor Model 2023-09-27 14:35:33 +03:00
Documentation pipeline: rpi: Add support for Raspberry Pi 5 2025-03-20 12:03:28 +00:00
include libcamera: software_isp: Apply CCM in debayering 2025-03-26 10:45:01 +00:00
LICENSES Documentation: theme: Specify license of search.png 2022-09-30 21:51:14 +03:00
package/gentoo/media-libs/libcamera libcamera: Standardize URLs to git repositories 2021-09-24 13:25:33 +03:00
src libcamera: software_isp: Apply CCM in debayering 2025-03-26 10:45:01 +00:00
subprojects meson: Add libpisp.wrap 2025-03-20 12:00:03 +00:00
test test: threads: Use pthread_testcancel() 2025-03-21 17:35:41 +01:00
utils utils: ipc: Only dispatch messages for proxy when stopping thread 2025-03-01 23:10:05 +00:00
.clang-format libcamera: Remove spaces at end of lines 2024-08-05 18:25:53 +03:00
.clang-tidy libcamera: Add missing SPDX headers for miscellaneous CC0-1.0 contents 2022-09-30 21:51:23 +03:00
.editorconfig Add .editorconfig file 2024-11-19 23:57:09 +00:00
.gitignore gitignore: Add venv directory to gitignore 2024-10-09 14:36:47 +02:00
COPYING.rst libcamera: Summarize licensing terms in COPYING.rst 2020-06-26 15:18:25 +03:00
meson.build pipeline: rpi: Add support for Raspberry Pi 5 2025-03-20 12:03:28 +00:00
meson_options.txt pipeline: rpi: Add support for Raspberry Pi 5 2025-03-20 12:03:28 +00:00
README.rst Revert "README.rst: Report py dependencies" 2025-03-04 18:02:14 +01:00

.. SPDX-License-Identifier: CC-BY-SA-4.0

===========
 libcamera
===========

**A complex camera support library for Linux, Android, and ChromeOS**

Cameras are complex devices that need heavy hardware image processing
operations. Control of the processing is based on advanced algorithms that must
run on a programmable processor. This has traditionally been implemented in a
dedicated MCU in the camera, but in embedded devices algorithms have been moved
to the main CPU to save cost. Blurring the boundary between camera devices and
Linux often left the user with no other option than a vendor-specific
closed-source solution.

To address this problem the Linux media community has very recently started
collaboration with the industry to develop a camera stack that will be
open-source-friendly while still protecting vendor core IP. libcamera was born
out of that collaboration and will offer modern camera support to Linux-based
systems, including traditional Linux distributions, ChromeOS and Android.

.. section-begin-getting-started

Getting Started
---------------

To fetch the sources, build and install:

.. code::

  git clone https://git.libcamera.org/libcamera/libcamera.git
  cd libcamera
  meson setup build
  ninja -C build install

Dependencies
~~~~~~~~~~~~

The following Debian/Ubuntu packages are required for building libcamera.
Other distributions may have differing package names:

A C++ toolchain: [required]
        Either {g++, clang}

Meson Build system: [required]
        meson (>= 0.60) ninja-build pkg-config

for the libcamera core: [required]
        libyaml-dev python3-yaml python3-ply python3-jinja2

for IPA module signing: [recommended]
        Either libgnutls28-dev or libssl-dev, openssl

        Without IPA module signing, all IPA modules will be isolated in a
        separate process. This adds an unnecessary extra overhead at runtime.

for improved debugging: [optional]
        libdw-dev libunwind-dev

        libdw and libunwind provide backtraces to help debugging assertion
        failures. Their functions overlap, libdw provides the most detailed
        information, and libunwind is not needed if both libdw and the glibc
        backtrace() function are available.

for device hotplug enumeration: [optional]
        libudev-dev

for documentation: [optional]
        python3-sphinx doxygen graphviz texlive-latex-extra

for gstreamer: [optional]
        libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev

for Python bindings: [optional]
        libpython3-dev pybind11-dev

for cam: [optional]
        libevent-dev is required to support cam, however the following
        optional dependencies bring more functionality to the cam test
        tool:

        - libdrm-dev: Enables the KMS sink
        - libjpeg-dev: Enables MJPEG on the SDL sink
        - libsdl2-dev: Enables the SDL sink

for qcam: [optional]
        libtiff-dev qt6-base-dev qt6-tools-dev-tools

for tracing with lttng: [optional]
        liblttng-ust-dev python3-jinja2 lttng-tools

for android: [optional]
        libexif-dev libjpeg-dev

for lc-compliance: [optional]
        libevent-dev libgtest-dev

for abi-compat.sh: [optional]
        abi-compliance-checker

Basic testing with cam utility
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The ``cam`` utility can be used for basic testing. You can list the cameras
detected on the system with ``cam -l``, and capture ten frames from the first
camera and save them to disk with ``cam -c 1 --capture=10 --file``. See
``cam -h`` for more information about the ``cam`` tool.

In case of problems, a detailed debug log can be obtained from libcamera by
setting the ``LIBCAMERA_LOG_LEVELS`` environment variable:

.. code::

    :~$ LIBCAMERA_LOG_LEVELS=*:DEBUG cam -l

Using GStreamer plugin
~~~~~~~~~~~~~~~~~~~~~~

To use the GStreamer plugin from the source tree, use the meson ``devenv``
command.  This will create a new shell instance with the ``GST_PLUGIN_PATH``
environment set accordingly.

.. code::

  meson devenv -C build

The debugging tool ``gst-launch-1.0`` can be used to construct a pipeline and
test it. The following pipeline will stream from the camera named "Camera 1"
onto the OpenGL accelerated display element on your system.

.. code::

  gst-launch-1.0 libcamerasrc camera-name="Camera 1" ! queue ! glimagesink

To show the first camera found you can omit the camera-name property, or you
can list the cameras and their capabilities using:

.. code::

  gst-device-monitor-1.0 Video

This will also show the supported stream sizes which can be manually selected
if desired with a pipeline such as:

.. code::

  gst-launch-1.0 libcamerasrc ! 'video/x-raw,width=1280,height=720' ! \
       queue ! glimagesink

The libcamerasrc element has two log categories, named libcamera-provider (for
the video device provider) and libcamerasrc (for the operation of the camera).
All corresponding debug messages can be enabled by setting the ``GST_DEBUG``
environment variable to ``libcamera*:7``.

Presently, to prevent element negotiation failures it is required to specify
the colorimetry and framerate as part of your pipeline construction. For
instance, to capture and encode as a JPEG stream and receive on another device
the following example could be used as a starting point:

.. code::

   gst-launch-1.0 libcamerasrc ! \
        video/x-raw,colorimetry=bt709,format=NV12,width=1280,height=720,framerate=30/1 ! \
        queue ! jpegenc ! multipartmux ! \
        tcpserversink host=0.0.0.0 port=5000

Which can be received on another device over the network with:

.. code::

   gst-launch-1.0 tcpclientsrc host=$DEVICE_IP port=5000 ! \
        multipartdemux ! jpegdec ! autovideosink

The GStreamer element also supports multiple streams. This is achieved by
requesting additional source pads. Downstream caps filters can be used
to choose specific parameters like resolution and pixel format. The pad
property ``stream-role`` can be used to select a role.

The following example displays a 640x480 view finder while streaming JPEG
encoded 800x600 video. You can use the receiver pipeline above to view the
remote stream from another device.

.. code::

   gst-launch-1.0 libcamerasrc name=cs src::stream-role=view-finder src_0::stream-role=video-recording \
       cs.src ! queue ! video/x-raw,width=640,height=480 ! videoconvert ! autovideosink \
       cs.src_0 ! queue ! video/x-raw,width=800,height=600 ! videoconvert ! \
       jpegenc ! multipartmux ! tcpserversink host=0.0.0.0 port=5000

.. section-end-getting-started

Troubleshooting
~~~~~~~~~~~~~~~

Several users have reported issues with meson installation, crux of the issue
is a potential version mismatch between the version that root uses, and the
version that the normal user uses. On calling `ninja -C build`, it can't find
the build.ninja module. This is a snippet of the error message.

::

  ninja: Entering directory `build'
  ninja: error: loading 'build.ninja': No such file or directory

This can be solved in two ways:

1. Don't install meson again if it is already installed system-wide.

2. If a version of meson which is different from the system-wide version is
   already installed, uninstall that meson using pip3, and install again without
   the --user argument.