imageproc | Image processing operations | Computer Vision library
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kandi X-RAY | imageproc Summary
Image processing operations
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imageproc Examples and Code Snippets
Community Discussions
Trending Discussions on imageproc
QUESTION
I'm trying to use the matching_template function from the ArrayFire library But I don't know how to find the X and Y coordinates of the best matching value. I was using the imageproc library to perform this function and there it has the find_extremes function that returns the coordinates to me. How would you do the same using ArrayFire lib?
My example using imageproc
...ANSWER
Answered 2021-Nov-18 at 10:54Arrayfire doesn't provide "extremum" function, but separate min and max families of functions.
The one that provides index informations are prefixed with i
.
imin_all
and imax_all
returns the min and max value indexes respectively wrapped in a tupple.
You can derive pixel position from value indexes and array dimensions, knowing that arrayfire is column major.
QUESTION
I'm trying to render a String
of dynamic length on an Image
using imageproc
.
I need a method or function to calculate the width of the text when rendered using a specific Font
and Scale
to center the text on the image.
rusttype
is the font library used by imageproc.
ANSWER
Answered 2021-Jun-27 at 19:09The rusttype repo contains an example (examples/image.rs), which measures the bounds of a line of text and renders it to an image. Basically what you're searching, besides the centering part.
QUESTION
I need to draw a two-dimensional grid of Squares with centered Text on them onto a (transparent) PNG file. The tiles need to have a sufficiently big resolution, so that the text does not get pixaleted to much.
For testing purposes I create a 2048x2048px 32-bit (transparency) PNG Image with 128x128px tiles like for example that one:
The problem is I need to do this with reasonable performance. All methods I have tried so far took more than 100ms to complete, while I would need this to be at a max < 10ms. Apart from that I would need the program generating these images to be Cross-Platform and support WebAssembly (but even if you have for example an idea how to do this using posix threads, etc. I would gladly take that as a starting point, too).
Net5 Implementation ...ANSWER
Answered 2021-Mar-03 at 11:54I was able to get all of the drawing (creating the grid and the text) down to 4-5ms by:
- Caching values where possible (
Random
,StringFormat
,Math.Pow
) - Using
ArrayPool
for scratch buffer - Using the
DrawString
overload accepting aStringFormat
with the following options:Alignment
andLineAlignment
for centering (in lieu of manually calculating)FormatFlags
andTrimming
options that disable things like overflow/wrapping since we are just writing small numbers (this had an impact, though negligible)
- Using a custom
Font
from theGenericMonospace
font family instead ofSystemFonts.DefaultFont
- This shaved off ~15ms
- Fiddling with various
Graphics
options, such asTextRenderingHint
andSmoothingMode
- I got varying results so you may want to fiddle some more
- An array of
Color
and theToArgb
function to create anint
representing the 4xbyte
s of the pixel's color - Using
LockBits
, (semi-)unsafe
code andSpan
to- Fill a buffer representing 1px high and
size * count
px wide (the entire image width) with theint
representing the ARGB values of the random colors - Copy that buffer
size
times (now representing an entire square in height) - Rinse/Repeat
unsafe
was required to create aSpan<>
from the locked bit'sScan0
pointer
- Fill a buffer representing 1px high and
- Finally, using GDI/native to draw the text over the graphic
I was then able to shave a little bit of time off of the actual saving process by using the Image.Save(Stream)
overload. I used a FileStream
with a custom buffer-size of 16kb (over the default 4kb) which seemed to be the sweet spot. This brought the total end-to-end time down to around 40ms (on my machine).
QUESTION
I am working on a project which predicts that the MRI has tumor or not, now the next step is to draw a bounding rectangle around the tumor. I was able to extract the tumor from the MRI, now I want to get the opposite corners of the rectangle to bound the tumor in original figure.
EDIT: For some of the MRI images the I cannot separate the the tumor from MRI, calculated the threshold using OTSU method seperately but its not working properly. Thank you !
Computing threshold:
...ANSWER
Answered 2020-Apr-22 at 01:43I think the best way is to know where pixels are not black
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