Identifying three different colors within a single image
Hello everyone,
I recently begun a project which requires me to process the image from a USB camera, and could use some assistance.
Once I get the image I need to determine the center of mass for three different colors within this image. Although this seems to be a relatively straight forward task I ran into a roadblock right off the back.
This roadblock relates to how to properly isolate each of the colors from the image without using too much memory. My original structure had the USB image coming in, and then I would process that image for the three different colors. Unfortunately, this required using a total of four instances of IMAQ create. (One for the acquisition, and three for all of the color threshold images). Although this works it seems a bit inefficient. Allocating memory for 4 RGB U32 images uses a lot of memory!
Visual snippet attached below for aiding explanation
So in a nut shell, I’m wondering if there is any way to improve this, and decrease memory usage. My First thought was to only use two IMAQ create (one for acquisition and one for processing) then, iteratively (for loop, or something of that nature) run the processing image through a processing loop with different threshold parameters for each iteration. My worry is that this will significantly add to the latency of my program.
Are there any others ways to do this that I am missing, or am I on the right track? If you have any suggestions they would be much appreciated.
Thanks,
Taylor S. Amarel
Learning is living.
Co-Founder and CEO of http://3dprintingmodel.com/
"If we did all the things we are capable of, we would literally astound ourselves."
-Thomas Edison
Attachments:
Image Processing.png 77 KB
Patrick,
The example you linked does have some characteristics of the system I wish to create. Unfortunately the example does not go into much detail about "labeling particles" by their color value. I have a strong understanding of how image particle analysis works. But fall short when is comes to the most efficient way of doing this. This is more of a optimization question, rather than a image analysis query.
Here is an explanation of what I'm trying to do.
In plain English, I want to input an image and find the center of mass of three color, or color ranges.
Suppose I had this image;
And I want to calculate the center of mass for the Red, Green, and Blue disks. I also need to differentiate the different center of masses. Red_Center(x,y), Green_Center(x,y), Blue_Center(x,y). In a nutshell, Input Image >> Output Three Coordinates.
What I'm trying to figure out is the quickest and most effective way of calculating these values with minimum memory usage. As stated earlier if I process the image for Red, Green, and Blue centers in parallel it would require allocating an image location for each color. This would cause an enormous memory overhead. (1600 X 1200 X 32 bit X 3) Far too much!!!
So I'm looking at a way of accomplishing this without stretching my memory resources dry. I thought that if I put the processing in a For Loop and input an array of Threshold values. (Red, Blue, Green), (1D X 3) then it would process Red, and begin autoindexing the centers. Then it would it would iterate again and process Blue, and likewise index the centers of mass...
Is this the right way to do that, I am a self taught LabVIEW enthusiast so I do not have much experience when it come to building complex applications that require explicit memory management.
Thanks,
Taylor S. Amarel
Learning is living.
Co-Founder and CEO of http://3dprintingmodel.com/
"If we did all the things we are capable of, we would literally astound ourselves."
-Thomas Edison
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"Newbie744" <[email protected]> wrote in
message
news:fn3***$m6q$[email protected]..
> Hi. I'm new to CSS and HTML and Dreamweaver. I'm trying
to get links to
> be
> different colors within the same page. I have a navbar
with a CSS style
> that
> I've assigned colors to all my links there. They work.
But if I attempt
> to
> change the links in the main content it screws up the
navbar links.
>
> So, now, I'm trying to assign the different colors to
the links in the
> main
> content. I have the link color down but I can't seem to
get the visited,
> hover,
> active to work.
>
> So, I read somewhere you have to assign a class to be
able to have
> different
> colors for your links on the same page. There is a class
assigned to the
> links
> I want to change but it only assigns the link color, not
the
> visit,hover,active
> colors. I don't know where I am supposed to put the code
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> the
> main content links are changed. Here is what I came up
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> and
> studying. Can somebody tell me what's wrong with it and
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> supposed to
> put what in each page? This is just a CSS style page I
made and I have no
> idea
> if I even did that right. Then, I can't figure out how
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> to
> include it for that class only.
>
> Thanks.
>
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I am on OS X DW3. using check in check out function. when I check files back in, DW sets the file's modified date to 1/1/04 12:34 on the local. now the local is not my Mac. the local is a win server I access. any idea how I cold get DW set the right
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Workaround for 503 error please help
Hi all I am looking for a solution that would redirect a 503 error to an error page. I have read the documentation which says i can write my own NSAPI function. I donot know how to write NSAPI.Could anyone help me with an easy workaround for this pro
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IBooks - group by series?
Is there a way to sort books by series, instead of just by author? For example: Rizzoli & Isles - The surgeon (book 1) - The apprentice (book 2) - ...etc Everything I try seems to just be sorting as (the apprentice, the surgon). How wo