Bringing Image Data into the MATLAB Workspace
Overview
The toolbox provides three ways to move frames from the memory buffer into the MATLAB® workspace:
Removing multiple frames from the buffer — To move a specified number of frames from the memory buffer into the workspace, use the
getdata
function. Thegetdata
function removes the frames from the memory buffer as it moves them into the workspace. The function blocks the MATLAB command line until all the requested frames are available, or until a timeout value expires. For more information, see Moving Multiple Frames into the Workspace.Viewing the most recently acquired frames in the buffer — To bring the most recently acquired frames in the memory buffer into the workspace without removing them from the buffer, use the
peekdata
function. When returning frames,peekdata
starts with the most recently acquired frame and works backward in the memory buffer. In contrast,getdata
starts at the beginning of the buffer, returning the oldest acquired frame first.peekdata
does not block the command line and is not guaranteed to return all the frames you request. For more information, see Viewing Frames in the Memory Buffer.Bringing a single frame of data into the workspace — As a convenience, the toolbox provides the
getsnapshot
function, which returns a single frame of data into the MATLAB workspace. Because thegetsnapshot
function does not require starting the object or triggering an acquisition, it is the easiest way to bring image data into the workspace.getsnapshot
is independent of the memory buffer; it can return a frame even if the memory buffer is empty, and the frame returned does not affect the value of theFramesAvailable
property. For more information, see Bringing a Single Frame into the Workspace. For an example of usinggetsnapshot
, see the Image Acquisition Toolbox™ example Acquiring a Single Image in a Loop in the Examples list at the top of the Image Acquisition Toolbox main Documentation Center page, or open the file demoimaq_GetSnapshot.m in the MATLAB Editor.
Moving Multiple Frames into the Workspace
To move multiple frames of data from the memory buffer into the MATLAB workspace, use the getdata
function. By default,
getdata
retrieves the number of frames specified in the
FramesPerTrigger
property but you can specify any number. See the
getdata
reference page for complete information about this function.
Note
When the getdata
function moves frames from the memory buffer into
the workspace, it removes the frames from the memory buffer.
In this figure, getdata
is called at T1 with a
request for 15 frames but only six frames are available in the memory buffer.
getdata
blocks until the specified number of frames becomes available,
at T2, at which point getdata
moves the frames
into the MATLAB workspace and returns control to the command prompt.
getdata Blocks Until Frames Become Available
Acquiring 10 Seconds of Image Data
This example shows how you can configure an approximate time-based acquisition using
the FramesPerTrigger
property:
Create an image acquisition object — This example creates a video input object for a Windows® image acquisition device. To run this example on your system, use the
imaqhwinfo
function to get the object constructor for your image acquisition device and substitute that syntax for the following code.vid = videoinput('winvideo',1);
Configure properties — To acquire 10 seconds of data, determine the frame rate of your image acquisition device and then multiply the frame rate by the number of seconds of data you want to acquire. The product of this multiplication is the value of the
FramesPerTrigger
property.For this example, assume a frame rate of 30 frames per second (fps). Multiplying 30 by 10, you need to set the
FramesPerTrigger
property to the value 300.vid.FramesPerTrigger = 300;
Start the image acquisition object — Call the
start
function to start the image acquisition object.start(vid)
The object executes an immediate trigger and begins acquiring frames of data. The
start
function returns control to the command line immediately but the object continues logging the data to the memory buffer. After logging the specified number of frames, the object stops running.Bring the acquired data into the workspace — To verify that you acquired the amount of data you wanted, use the optional
getdata
syntax that returns the timestamp of every frame acquired. The difference between the first timestamp and the last timestamp should approximate the amount of data you expected.[data time] = getdata(vid,300); elapsed_time = time(300) - time(1) 10.0467
Clean up — Always remove image acquisition objects from memory, and the variables that reference them, when you no longer need them.
delete(vid) clear vid
Viewing Frames in the Memory Buffer
To view sample frames from the memory buffer without removing them, use the
peekdata
function.
The peekdata
function always returns the most recently acquired
frames in the memory buffer. For example, if you request three frames,
peekdata
returns the most recently acquired frame in the buffer at the
time of the request and the two frames that immediately precede it.
The following figure illustrates this process. The command
peekdata(vid,3)
is called at three different times
(T1, T2, and T3). The
shaded frames indicate the frames returned by peekdata
at each call.
(peekdata
returns frames without removing them from the memory
buffer.)
Note in the figure that, at T3, only two frames have become
available since the last call to peekdata
. In this case,
peekdata
returns only the two frames, with a warning that it returned
less data than was requested.
Frames Returned by peekdata
Note
The peekdata
function does not return any data while running if in
disk logging mode.
The following example illustrates how to use peekdata
:
Create an image acquisition object — This example creates a video input object for a Data Translation® image acquisition device. To run this example on your system, use the
imaqhwinfo
function to get the object constructor for your image acquisition device and substitute that syntax for the following code.vid = videoinput('dt',1);
Configure properties — For this example, configure a manual trigger. You must use the
triggerconfig
function to specify the trigger type.triggerconfig(vid,'manual')
In addition, configure a large enough acquisition to allow several calls to
peekdata
before it finishes.vid.FramesPerTrigger = 300;
Start the image acquisition object — Call the
start
function to start the image acquisition object.start(vid)
The video object is now running but not logging.
isrunning(vid) ans = 1 islogging(vid) ans = 0
Use peekdata to view frames before a trigger — If you call
peekdata
before you trigger the acquisition,peekdata
can only return a single frame of data because data logging has not been initiated and the memory buffer is empty. If more than one frame is requested,peekdata
issues a warning that it is returning fewer than the requested number of frames.pdata = peekdata(vid,50); Warning: PEEKDATA could not return all the frames requested.
Verify that
peekdata
returned a single frame. A single frame of data should have the same width and height as specified by theROIPosition
property and the same number of bands, as specified by theNumberOfBands
property. In this example, the video format of the data is RGB so the value of theNumberOfBands
property is 3.whos Name Size Bytes Class pdata 96x128x3 36864 uint8 array vid 1x1 1060 videoinput object
Verify that the object has not acquired any frames.
vid.FramesAcquired ans = 0
Trigger the acquisition — Call the
trigger
function to trigger an acquisition.trigger(vid)
The object begins logging frames to the memory buffer.
View the most recently acquired frames — While the acquisition is in progress, call
peekdata
several times to view the latest frames in the memory buffer. Depending on the number of frames you request, and the timing of these requests,peekdata
might return fewer than the number of frames you specify.pdata = peekdata(vid,50);
To verify that
peekdata
returned the frames you requested, check the dimensions ofpdata
.peekdata
returns a four-dimensional array of frames, where the last dimension indicates the number of frames returned.whos Name Size Bytes Class pdata 4-D 1843200 uint8 array vid 1x1 1060 videoinput object size(pdata) ans = 96 128 3 50
Clean up — Always remove image acquisition objects from memory, and the variables that reference them, when you no longer need them.
delete(vid) clear vid
Bringing a Single Frame into the Workspace
To bring a single frame of image data into the MATLAB workspace, use the getsnapshot
function. You can call the
getsnapshot
function at any time after object creation.
This example illustrates how simple it is to use the getsnapshot
function.
Create an image acquisition object — This example creates a video input object for a Matrox® device. To run this example on your system, use the
imaqhwinfo
function to get the object constructor for your image acquisition device and substitute that syntax for the following code.vid = videoinput('matrox',1);
Bring a frame into the workspace — Call the
getsnapshot
function to bring a frame into the workspace. Note that you do not need to start the video input object before calling thegetsnapshot
function.frame = getsnapshot(vid);
The
getsnapshot
function returns an image of the same width and height as specified by theROIPosition
property and the same number of bands as specified by theNumberOfBands
property. In this example, the video format of the data is RGB so the value of theNumberOfBands
property is 3.whos Name Size Bytes Class frame 96x128x3 36864 uint8 array vid 1x1 1060 videoinput object
Note that the frame returned by
getsnapshot
is not removed from the memory buffer, if frames are stored there, and does not affect the value of theFramesAvailable
property.Clean up — Always remove image acquisition objects from memory, and the variables that reference them, when you no longer need them.
delete(vid) clear vid
For an example of using getsnapshot
, see the Image Acquisition Toolbox example Acquiring a Single Image in a Loop in
the Examples list at the top of the Image Acquisition Toolbox main
Documentation Center page, or open the file demoimaq_GetSnapshot.m in the MATLAB Editor.