- Implements GStreamer element that analyzes pixel columns - Drops frames when column mean deviates from rolling baseline - Configurable window size, column index, stride, and threshold - Includes design documentation and build script - Tested successfully with IDS uEye camera source
173 lines
7.8 KiB
Markdown
173 lines
7.8 KiB
Markdown
# gst-plugins-vision
|
|
|
|
GStreamer plugins related to the field of machine vision.
|
|
|
|
we only care for ids,
|
|
|
|
run using
|
|
```
|
|
gst-launch-1.0 idsueyesrc config-file=whole-presacler64_autoexp-binningx2.ini ! queue ! autovideosink
|
|
```
|
|
|
|
drop frame if sum of image is bigger then 0.5
|
|
```
|
|
gst-launch-1.0 idsueyesrc config-file=whole-presacler64_autoexp-binningx2.ini ! videoconvert ! video/x-raw,format=GRAY8 ! rollingsum window-size=1000 column-index=1 threshold=0.5 ! queue ! autovideosink
|
|
```
|
|
|
|
**Note:** The `rollingsum` element analyzes a single column of pixels and drops frames when the column mean deviates from the rolling mean baseline by more than the threshold. Use `videoconvert` to ensure proper format negotiation.
|
|
|
|
Additional examples:
|
|
```bash
|
|
# Analyze column 320 with larger window
|
|
gst-launch-1.0 idsueyesrc config-file=whole-presacler64_autoexp-binningx2.ini ! videoconvert ! video/x-raw,format=GRAY8 ! rollingsum window-size=5000 column-index=320 threshold=0.3 ! queue ! autovideosink
|
|
|
|
# Use stride for faster processing (sample every 2 rows)
|
|
gst-launch-1.0 idsueyesrc config-file=whole-presacler64_autoexp-binningx2.ini ! videoconvert ! video/x-raw,format=GRAY8 ! rollingsum window-size=1000 column-index=1 stride=2 threshold=0.5 ! queue ! autovideosink
|
|
|
|
# Lower threshold for more sensitive detection
|
|
gst-launch-1.0 idsueyesrc config-file=whole-presacler64_autoexp-binningx2.ini ! videoconvert ! video/x-raw,format=GRAY8 ! rollingsum threshold=0.2 ! queue ! autovideosink
|
|
```
|
|
|
|
|
|
## Image acquisition elements
|
|
|
|
- aptinasrc: Video source for [Aptina Imaging (On Semiconductor) dev kits][14] (USB dev kits)
|
|
- bitflowsrc: Video source for [BitFlow frame grabbers][10] (analog, Camera Link, CoaXPress)
|
|
- edtpdvsrc: Video source for [EDT PDV frame grabbers][1] (Camera Link)
|
|
- euresyssrc: Video source for [Euresys PICOLO, DOMINO and GRABLINK series frame grabbers][3] (analog, Camera Link)
|
|
- idsueyesrc: Video source for [IDS uEye cameras][11] (GigE Vision, USB 2/3, USB3 Vision)
|
|
- imperxflexsrc: Video source for [IMPERX FrameLink and FrameLink Express frame grabbers][5] (Camera Link)
|
|
- imperxsdisrc: Video source for [IMPERX HD-SDI Express frame grabbers][15] (SDI, HD-SDI)
|
|
- kayasrc: Video source for [KAYA Instruments frame grabbers][16] (Camera Link HS, CoaXPress, 10GigE Vision)
|
|
- matroxsrc: Video source for [MATROX Imaging Library (MIL)][12] (analog, Camera Link, Camera Link HS, CoaXPress, DVI-D, FireWire, GigE Vision, SDI)
|
|
- niimaqsrc: Video source for [National Instruments IMAQ frame grabbers][6] (analog, parallel digital, Camera Link)
|
|
- niimaqdxsrc: Video source for [National Instruments IMAQdx library][7] (GigE Vision, FireWire, USB3 Vision)
|
|
- phoenixsrc: Video source for [Active Silicon Phoenix frame grabbers][8] (HD-SDI, LVDS, Camera Link)
|
|
- pixcisrc: Video source for [EPIX PIXCI frame grabbers][4] (analog, LVDS, Camera Link)
|
|
- pleorasrc: Video source for [Pleora eBUS SDK devices][17] (GigE Vision, USB3 Vision)
|
|
- pylonsrc: Video source for [Basler Pylon sources][20] (GigE Vision, USB3 Vision)
|
|
- qcamsrc: Video source for [QImaging QCam cameras][21] (FireWire, discontinued)
|
|
- saperasrc: Video source for [Teledyne DALSA frame grabbers][9] (analog, Camera Link, HSLink, LVDS)
|
|
|
|
## Image generation elements
|
|
|
|
- edtpdvsink: Video sink for [EDT PDV Camera Link simulator][2]
|
|
- gigesimsink: Video sink for [A&B Soft GigESim][18] GigE Vision simulator
|
|
- kayasink: Video sink for [KAYA Instruments CXP simulator][16]
|
|
- pleorasink: Video sink for [Pleora eBUS SDK][19] GigE Vision transmitter
|
|
|
|
## Other elements
|
|
|
|
- extractcolor: Extract a single color channel
|
|
- klvinjector: Inject test synchronous KLV metadata
|
|
- klvinspector: Inspect synchronous KLV metadata
|
|
- rollingsum: Drops frames based on rolling mean analysis of a single column
|
|
- sfx3dnoise: Applies 3D noise to video
|
|
- videolevels: Scales monochrome 8- or 16-bit video to 8-bit, via manual setpoints or AGC
|
|
|
|
|
|
## Dependencies
|
|
|
|
- GStreamer 1.2.x or newer (1.8 needed for KLV)
|
|
- Specific frame grabber SDKs and/or licenses
|
|
|
|
## Installation
|
|
|
|
- Install GStreamer 1.2.x or newer (1.8 needed for KLV)
|
|
- Build project (see below) or download [a release from Github](https://github.com/joshdoe/gst-plugins-vision/releases) (ZIP files under Assets)
|
|
- Extract files somewhere
|
|
- Create an environment variable `GST_PLUGIN_PATH` that points to where you extracted the files
|
|
|
|
## Examples
|
|
|
|
Capture from a CoaXPress camera via a Kaya Komodo frame grabber, apply AGC to convert it to 8-bit monochrome, then output the video via A&B Software GigESim which generates GigE Vision video:
|
|
> `gst-launch-1.0 kayasrc ! videolevels auto=continuous ! gigesimsink`
|
|
|
|
Then in another command capture the GigE Vision video via Pleora eBUS and display the video to the screen:
|
|
> `gst-launch-1.0 pleorasrc ! autovideoconvert ! autovideosink`
|
|
|
|
## Compiling
|
|
|
|
### Windows
|
|
|
|
- Install [Git](https://git-scm.com/) or download a ZIP archive
|
|
- Install [CMake](https://cmake.org/)
|
|
- Install [GStreamer distribution](https://gstreamer.freedesktop.org/download/)
|
|
or build from source. The installer should set
|
|
the installation path via the `GSTREAMER_1_0_ROOT_X86_64` environment variable. If
|
|
not set, set the CMake variable `GSTREAMER_ROOT` to your installation, the directory
|
|
containing `bin` and `lib`
|
|
- Install any camera or framegrabber software/SDK for those plugins you wish to
|
|
build. Check `cmake/modules` for any paths you may need to set.
|
|
- Run the following commands from a terminal or command prompt, assuming CMake
|
|
and Git are in your `PATH`.
|
|
```
|
|
git clone https://github.com/joshdoe/gst-plugins-vision.git
|
|
cd gst-plugins-vision
|
|
mkdir build
|
|
cd build
|
|
cmake -G "Visual Studio 15 2017 Win64" ..
|
|
```
|
|
|
|
### Ubuntu
|
|
|
|
Steps should be similar on other Linux distributions.
|
|
|
|
```
|
|
apt-get install git cmake libgstreamer-plugins-base1.0-dev liborc-0.4-dev
|
|
git clone https://github.com/joshdoe/gst-plugins-vision.git
|
|
cd gst-plugins-vision
|
|
mkdir build
|
|
cd build
|
|
cmake ..
|
|
make
|
|
```
|
|
|
|
### Installation and packaging
|
|
|
|
To install plugins, first make sure you've set `CMAKE_INSTALL_PREFIX` properly,
|
|
the default might not be desired (e.g., system path). For finer grained control
|
|
you can set `PLUGIN_INSTALL_DIR` and related variables to specify exactly where
|
|
you want to install plugins
|
|
```
|
|
cmake --build . --target INSTALL
|
|
# or on Linux
|
|
make install
|
|
```
|
|
- To create a package of all compiled plugins run:
|
|
```
|
|
cmake --build . --target PACKAGE
|
|
# or on Linux
|
|
make package
|
|
```
|
|
|
|
## KLV
|
|
|
|
KLV support is based on a GStreamer [merge request](https://gitlab.freedesktop.org/gstreamer/gst-plugins-base/-/merge_requests/124) that has yet to be merged, so it is included here in the klv library. By default KLV support is disabled. To enable it set the CMake flag `ENABLE_KLV`. This will create the klv plugin, and make the pleora plugin dependent on the klv library. You'll need to ensure `libgstklv-1.0-1.dll` is in the system `PATH` on Windows, or on Linux make sure `libgstklv-1.0-1.so` is in the `LD_LIBRARY_PATH`.
|
|
|
|
See also
|
|
--------
|
|
- [Aravis][13], Linux open source GStreamer plugin for GigE Vision and USB3 Vision cameras
|
|
|
|
[1]: http://www.edt.com/camera_link.html
|
|
[2]: http://www.edt.com/pcidv_cls.html
|
|
[3]: http://www.euresys.com/Products/FrameGrabber.asp
|
|
[4]: http://www.epixinc.com/products/index.htm#divtab1
|
|
[5]: http://www.imperx.com/framegrabbers
|
|
[6]: http://sine.ni.com/nips/cds/view/p/lang/en/nid/1292
|
|
[7]: http://sine.ni.com/nips/cds/view/p/lang/en/nid/12892
|
|
[8]: http://www.activesilicon.com/products_fg_phx.htm
|
|
[9]: https://www.teledynedalsa.com/imaging/products/fg/
|
|
[10]: http://www.bitflow.com
|
|
[11]: http://www.ids-imaging.com
|
|
[12]: http://www.matrox.com/imaging
|
|
[13]: https://github.com/AravisProject/aravis
|
|
[14]: https://www.onsemi.com
|
|
[15]: https://www.imperx.com/framegrabbers
|
|
[16]: https://kayainstruments.com
|
|
[17]: https://www.pleora.com
|
|
[18]: http://www.ab-soft.com/gigesim.php
|
|
[19]: https://www.pleora.com
|
|
[20]: https://www.baslerweb.com/
|
|
[21]: https://www.photometrics.com/qimaging
|