A little bit new to EmguCV here
Just want to ask quick question, about CopyMakeBorder function
Are the pixel values of the destination image accessible?
I want to process further the destination image, but when I tried to access pixel values from the image, it only returns me 0 (even in the location that are not supposed to be 0, for example the central pixel). When I used Imshow, it shows that the image borders are perfectly processed, but problem only persist when I try to access the pixel values, only getting 0 wherever the pixel location is.
This is not a problem when I tried to use destination images from other EmguCV functions, such as Threshold Function
Can anyone clarify? Thanks A lot!!
I am using VB.net, here is the code (I am away from my workstation for the weekend so I am just gonna try to remember the code, probably some capital letters here and there are mistyped, but I hope you get the gist.)
First I initialize the source images and destination image
Dim img As Image(Of Gray,Byte) = New Image (Of Gray, Byte)("myimage.jpg")
Dim img1 As Image(Of Gray,Byte) = New Image (Of Gray, Byte)(img.size)
CopyMakeBorder Function, extend 1 pixel to top, bottom, left and right. Border type constant 0 values
Cvinvoke.CopyMakeBorder(img,img1,1,1,1,1,BorderType.Constant, New MCvscalar(0))
Accessing pixel values from destination image, take example pixel in x = 100, y = 100, and channel 0 (as it is a grayscale image)
Console.writeline(img1.data(100,100,0))
This will make debug output to 0, and no matter where I try to take the pixel values, it is still 0, even though when I try to show the image that specific pixel should not be 0 (it is not black)
Cvinvoke.Imshow("test",img1)
You are trying to access the data through Image.Data, however, this doesn't include the added border(s); just the original bitmap.
The added border is in the Mat property, however. Through it the individual pixels can be accessed
' returns data from original bitmap
Console.WriteLine(img1.Data(100, 100, 0))
' returns data from modified bitmap
Console.WriteLine(img1.Mat.GetData(100, 100)(0))
Related
my code to save bmp format:
ImgResult.Save(dlgSavePicture.FileName, System.Drawing.Imaging.ImageFormat.Bmp)
I have tried the code and the output is a 512x512 bmp image with 1 megabyte size
if i use ms paint to create a 515x512 bmp image, the size is 768kb
i have tried to open the image and resave as bmp and the size still 1MB
can a 512x512 bmp image size upto 1mb in 512x512? or there are something wrong with my code?
BMP is a very simple image file format. Just a little header that describes the image (size, pixel format, resolution, color table), followed by a blob of pixel data. Technically it can be compressed with RLE but encoders don't bother anymore. The pixel data depends on the pixel format, ancient ones are 1bpp, 4bpp and 8bpp, they require a color table. 16bpp can happen, unusual, normal ones are 24bpp (RGB) and 32bpp (ARGB). In other words, 3 or 4 bytes per pixel.
So yes, 512 x 512 x 4 ~= 1 megabyte. MSPaint is pretty explicit about the pixel format it uses. It is a very simple painting program without support for alpha blending effects. So uses 24bpp (no alpha), 512 x 512 x 3 ~= 786 kilobytes. You could use Paint.NET to create 32bpp BMPs.
Which one you get in your own program depends on how you created the Bitmap object. The simple version uses the same pixel format as the video adapter. On all modern machines that's 32bpp. 16bpp can happen, it is very unusual. If you want another format then you have to use the Bitmap constructor that takes a PixelFormat argument.
There's otherwise a pretty good reason to do this, the default pixel format is not usually the most optimal one. The best one by a factor of 10 is the format that matches the pixel format of the video adapter exactly. Choice is between 32bppArgb and 32bppPArgb. The P means "pre-multiplied", the alpha value is applied to the RGB values up front. Argb is most efficient if you do a lot of drawing into the bitmap yourself with Graphics.FromImage(). PArgb is most efficient for painting, the pixel data can be blitted to the video frame buffer directly without having to be converted. Ten times faster. You usually care about painting speed, the most visible artifact of a program.
If you care about image file size then there is no better choice than PNG. It compresses the pixel data with LZW compression, typical compression rates are 50% or better. JPEG is a decent choice as well, much higher compression rates, but it is lossy. It achieves high rates by throwing away image details. Suitable for photos, in general images without text or line art, that don't otherwise have to be compressed multiple times.
i have tried this code
Public Function ConvertTo24bpp(img As Image) As Bitmap
Dim bmp = New Bitmap(img.Width, img.Height, System.Drawing.Imaging.PixelFormat.Format24bppRgb)
Using gr = Graphics.FromImage(bmp)
gr.DrawImage(img, New Rectangle(0, 0, img.Width, img.Height))
End Using
Return bmp
End Function
ImgResult = New Bitmap(Original)
For j = 0 To Original.Height - 1
For i = 0 To Original.Width - 1
ImgResult.SetPixel(i, j, Color.FromArgb(resultArray2(j, i, 0), originalArray(j, i, 1), resultArray2(j, i, 2)))
Next
Next
Dim clone As Bitmap
clone = ConvertTo24bpp(ImgResult)
clone.Save(dlgSavePicture.FileName)
the output is 24bit 512x512 bmp image but it size is ~640 KB not ~678 KB
i think the output is png format with bmp extension
is my code gone wrong?
I want to composite a number of images into a single window in openCV. I had found i could create a ROI in one image and copy another colour image into this area without any problems.
Switching the source image to an image i had carried out some processing on didn't work though.
Eventually i found out that i'd converted the src image to greyscale and that when using the copyTo method that it didn't copy anything over.
I've answered this question with my basic solution that only caters for greyscale to colour. If you use other Mat image types then you'd have to carry out the additional tests and conversions.
I realised my problem was i was trying to copy a greyscale image into a colour image. As such i had to convert it into the appropriate type first.
drawIntoArea(Mat &src, Mat &dst, int x, int y, int width, int height)
{
Mat scaledSrc;
// Destination image for the converted src image.
Mat convertedSrc(src.rows,src.cols,CV_8UC3, Scalar(0,0,255));
// Convert the src image into the correct destination image type
// Could also use MixChannels here.
// Expand to support range of image source types.
if (src.type() != dst.type())
{
cvtColor(src, convertedSrc, CV_GRAY2RGB);
}else{
src.copyTo(convertedSrc);
}
// Resize the converted source image to the desired target width.
resize(convertedSrc, scaledSrc,Size(width,height),1,1,INTER_AREA);
// create a region of interest in the destination image to copy the newly sized and converted source image into.
Mat ROI = dst(Rect(x, y, scaledSrc.cols, scaledSrc.rows));
scaledSrc.copyTo(ROI);
}
Took me a while to realise the image source types were different, i'd forgotten i'd converted the images to grey scale for some other processing steps.
I'm trying to pass an image showing to the user a countdown. For this, I'm using a separate thread where I'm checking when the countdown timer should be started, and when so, I draw an image for every 6 seconds passed.
What's annoying is when I pass the drawn image to the UI, the quality of the image is changed and it looks bad to the user.
This is my little script that handles the drawings:
Try
remainingTime = (#12:04:00 AM# - (DateTime.Now - local_DateTimeclick)).ToString("HH:mm:ss")
remainingTimeInSeconds = Convert.ToDateTime(remainingTime).Minute * 60 + Convert.ToDateTime(remainingTime).Second
If remainingTimeInSeconds Mod 6 = 0 Then
g.ResetTransform()
g.TranslateTransform(52, 52)
g.RotateTransform(230 - remainingTimeInSeconds / 6 * 9)
'g.CompositingQuality = Drawing2D.CompositingQuality.HighQuality
'g.SmoothingMode = Drawing2D.SmoothingMode.AntiAlias
'g.InterpolationMode = Drawing2D.InterpolationMode.HighQualityBicubic
'g.CompositingMode = Drawing2D.CompositingMode.SourceCopy
'g.PixelOffsetMode = Drawing2D.PixelOffsetMode.
g.DrawImage(Tick, 10, 10)
End If
Catch
remainingTime = "Times Up"
End Try
In the above section,
- *local_DateTimeClick* is the variable that is set when the countdown should start
- Tick is a Bitmap that represents the image i have to draw for every 6 elipsed seconds
- g is a Graphics object from image that i return into the main window.
Also tried with changing the properties of g, but there was no positive effect.
Anyone have any idea what can i do to make this properly work without changing the quality of the returned image? Any tip/advice is welcomed.
Because Drawing2D.SmoothingMode only applies for 2D vector drawing methods such as Graphics.DrawEllipse and Graphics.DrawLine.
It doesn't affect drawing bitmaps with Graphics.DrawImage.
From the .NET documentation:
The smoothing mode specifies whether lines, curves, and the edges of filled areas use smoothing (also called antialiasing).
You have two options at this point:
Pre-render every possible orientation of the image, and then just display different Image objects at each tick
use the .NET vector drawing methods to render your image instead of using a pre-rendered bitmap.
Without knowing the actual image you're transforming, I can't say which would be more appropriate.
from a graphic designer perspective followed at my company, i think your should crop your images to fit in the label:
1. it enhance performance by saving processing power.
2. it look better ?!.
regards
I have a mask and an image on which mask is applied to get a portion of that image.
The problem is when I apply that mask on the image ,the resultant image from masking is of same size as the original image .Though the unmasked part is transparent. What I need is an image which only has the masked part of the original image ,I dont want transparent part to be in the image. so that the resultant image will be of smaller size an contain only the masked part.
Thanks
You can:
Draw the image to a new CGBitmapContext at actual size, providing a buffer for the bitmap. CGBitmapContextCreate
Read alpha values from the bitmap to determine the transparent boundaries. You will have to determine how to read this based on the pixel data you have specified.
Create a new CGBitmapContext providing the external buffer, using some variation or combination of: a) a pixel offset, b) offset bytes per row, or c) manually move the bitmap's data (in place to reduce memory usage, if possible). CGBitmapContextCreate
Create a CGImage from the second bitmap context. CGBitmapContextCreateImage
I have a webcam directly over a chicken nest. This camera takes images and uploads them to a folder on a server. I'd like to detect if an egg has been laid from this image.
I'm thinking the best method would be to compare the contrast as the egg will be much more reflective than the straw nest. (The camera has Infrared so the image is partly grey scale)
I'd like to do this in .NET if possible.
Try to resize your image to a smaller size, maybe 10 x 10 pixel. This averages out any small disturbing details.
Const N As Integer = 10
Dim newImage As New Bitmap(N, N)
Dim fromCamera As Image = Nothing ' Get image from camera here
Using gr As Graphics = Graphics.FromImage(newImage)
gr.SmoothingMode = SmoothingMode.HighSpeed
gr.InterpolationMode = InterpolationMode.Bilinear
gr.PixelOffsetMode = PixelOffsetMode.HighSpeed
gr.DrawImage(fromCamera, New Rectangle(0, 0, N, N))
End Using
Note: you do not need a high quality, but you need a good averaging. Maybe you will have to test different quality settings.
Since now, a pixel covers a large area of your original image, a bright pixel is very likely part of an egg. It might also be a good idea to compare the brightness of the brightest pixel to the average image brightness, since that would reduce problems due to global illumination changes.
EDIT (in response to comment):
Your code is well structured and makes sense. Here some thoughts:
Calculate the gray value from the color value with:
Dim grayValue = c.R * 0.3 + c.G * 0.59 + c.B * 0.11
... instead of comparing the three color components separately. The different weights are due to the fact, that we perceive green stronger than red and red stronger than blue. Again, we do not want a beautiful thumbnail we want a good contrast. Therefore, you might want to do some experiments here as well. May be it is sufficient to use only the red component. Dependent on lighting conditions one color component might yield a better contrast than others. I would recommend, to make the gray conversion part of the thumbnail creation and to write the thumbnails to a file or to the screen. This would allow you to play with the different settings (size of the thumbnail, resizing parameters, color to gray conversion, etc.) and to compare the (intermediate) results visually. Creating a bitmap (bmp) with the (end-)result is a very good idea.
The Using statement does the Dispose() for you. It does it even if an exception should occur before End Using (There is a hidden Try Finally involved).