I have no experience with images. I have to detect simple object in static image. For example I have image like:
I want to detect edges and remove background. Just to compare them.
Something like this.
Do u have any solutions of this problem? Images have often white backgrounds.
I've just thought about detect edges, and take everything what they contains.
To segment out the shoe-
Anadptive Threshold to remove the smooth changing background.
Sobelx, which removes the apparent background line, which i assume is
common for images of this setup.
dilate, closing operation to separate out the shoe.
Find contours, bounding box etc as per your choice.
Do an additional threshold if you want to remove the shadow at the bottom.
Related
I have a png that's size 150x100 , and I set the UI image to the same, but it makes a bunch of extra space around it (that can be interacted with). How do I fix this?
Image of Problem: https://imgur.com/a/2ILXY1t
Unity isn't adding extra space. The image itself HAS that space.
There are options to crop out the alpha space in Unity by using the sprite editor, but by my experience i prefer using a proper Image editor like Gimp. using one is the best way to handle your image assets.
To crop out the extra space you just have to reduce the canvas size.
Well, first you could check (in Unity) wether your Image has its property Preserve Aspect set to True.
You could click Set Native Size which is right below it, so the 'box' around your image will take it's size.
Edit: Nevermind the first two. I do not know why i thought they could solve it, i looked at your image again and i, too, think there are transparent pixels above and below it. So you should try this:
Then you could check whether your picture has any transparent pixels around it, using an image editor. If it has, you would need to cut them out.
I'm working on an experimental project in which the challenge is to identify and extract an image of the icon or control that the user is has clicked on/touched. The method I'm trying is as follows (I need some help with step 3):
1) Take a screen shot when the user clicks/touches the screen:
2) Apply edge detection:
3) Extract the possible icon images around the Point associated with the user's cursor (Don't know how to do this)
There are easier cases in which the mouse-over event will highlight the icon/control, which allows me to identify the control with a simple screen shot comparison (before and after mouse-over). The above method is specifically for cases in which the icon is not highlighted. I'm new to emgu, so if anyone has any pointers on how to better achieve this, I'm all ears.
Cheers! Matt
Instead of doing edge detection. Consider taking the following steps:
Only grab pixels which are within a certain radius of the point of the user's cursor. Create a new image with just these pixels.
Use thresholding to classify into foreground and background.
Calculate the centroid, (use mean x coordinate and mean y coordinate). Calculate deviation from the mean. Discard foreground pixels which are beyond a certain deviation from the mean. Eg: discard pixels that are more than 1.6 deviations from the mean.
(You may need to experiment with this step ).
Use a convex hull to find the area of the image with the icon in it.
I am working on an Application that loads live video images from a camera and displays an overlay on top of said image. The Overlay does not change often so it can be considered as still. However it usually contains about 1,000 to 10,000 Lines.
When the video image is updated there is a notable impact to the CPU load depending on whether the overlay is visible or not. The overlay does neither get invalidated nor changed, just the image behind it is changing.
My setup is this:
<Canvas>
<Image/>
<Canvas>
<OverlayElement 1/>
<OverlayElement 2/>
<OverlayElement 3/>
<.../>
</Canvas>
</Canvas>
The Image's Source is a WriteableBitmap. Every time a new camera image (type byte[]) is available, the main Canvas' Dispatcher is invoked to write the image data by using WriteableBitmap.WritePixels().
The inner Canvas contains all Overlay Elements, being
- a contour (PolyLine)
- a circle (Path with EllipseGeometry) and
- a set of Rays (Path with one Figure containing LineSgements).
The number n of Points in the contour equals the number of line Segments in the last mentioned Path. n is usually around 1,000 - 3,000.
Depending on the count and length of Lines shown in the overlay the CPU load for showing a live image varies (increases if length or count go up) even if the overlay does not change. At some point this affects the frame rate and makes the program unusable. Line length is mostly correlated with line intersection, so maybe the Path is struggling to calculate it's fill area despite it is not painted?
So how could I improve the performance here?
What bugs me most is that even if the overlay does not change, the render time increases with it's primitive count. I would expect to have constant render time once the overlay has been drawn in it's last set state. What could I do to achieve that aside from rendering the whole overlay to a bitmap?
I am also open minded for suggestions on how to get the byte[] onto the screen more efficiently. Just keep in mind this problem is part of a bigger Application and i cannot change all paradigms concentrating on how to get the image drawn.
What I have tried so far:
Override the OnRender() method of the inner Canvas, drawing the overlay myself. This works fine but has the performance issue that brings me here ;)
Use Shapes (PolyLine, Ellipse, Path) as the inner Canvas' children to hold the overlay elements. This works, too. It is faster to redraw the overlay when it changes but on the other hand worsens the performance issue when updating the background image.
Like 2., but use Freeze() on Geometries wherever possible. Has no or little performance impact.
Thanks for your help in advance.
I'm writing a paint application. User must be able to move with all objects after it's painted or edited. I have a brush and erase tool, so user can erase all or any part of object painted with brush. So I made an object DrawBrush that holds a System.Drawing.Region made from GraphicsPath.
But I don't know how to size it. I need to change size in every direction separately on mouse move (for example only to left)
can someone help me?
I'm able to do anything with this object (moving), but no sizing...
A region is like a fence - it simply marks out the boundary of an area. It does not "contain" any graphics, so resizing a region will have no direct/visible effect.
If you wish to be able to move or resize portions of a bitmap image within your editor, you will need to copy a piece of your main image (as specified by your region) into a temporary Bitmap. Then you can draw the tempoary bitmap back to your main image (in a different location and/or at a different size).
If you wish to be able to draw multiple objects in your painting program, and then edit them (move them around and resize them) independently later, then you will need to store each of them in a separate bitmap object and composite them together to display the final image on screen or save it to a flat bitmap format. If you don't keep all the shapes separately like this, you will lose too much information and you won't be able to edit them later.
Before you try to work out write the code to do this, you may need to think about the design of your editor - what does it need to do, and how will you achieve it? How is your "document" going to be described? (A single bitmap? many small bitmaps that are drawn at different locations? Vector paths?). If you write code before you understand how you will represent the document, you're likely to paint yourself into a corner (sorry about the pun) and get totally stuck.
I want to create a filter over a specific area of the screen to perform filtering opertions.
Examples what a filtering opertion might be:
- inverting (e.g. change black pixel to white pixels, red to cyan)
- masking pixels (e.g. mask = ff0000; input c79001 -> c70000)
- operations like photoshop's layer effects
Here is an example of what it should look like:
http://img443.imageshack.us/img443/1462/overlayk.png
Does anyone know how to perform this under Windows OS.
(my prefered language is C#)
Thanks!
Depending on how fast you need the "filter" to update, a quick and hacky way is just to get a screenshot using CopyFromScreen while your filter window is invisible, apply the filter to the image data, and then set the filter window to display the image data.
If you want to do it without having to hide the window first, you'll probably need to do something like http://www.codeproject.com/KB/system/snapshot.aspx where you capture individual windows.
An even trickier but potentially faster thing to do, and requiring nearly complete use of p/invoke win32 calls, would be to not have a window at all, get the required capture windows based on their coordinates, capture the images as above, and then draw directly to the screen DC.
To clarify: you want an area of the desktop, not just within the bounds of your window, to be under your control allowing you to apply a per-pixel filter. If that's the case, I think what you need is DirectDraw using the XNA libraries. WPF MAY get you what you need, but WinForms will most likely not. There are third party tools as well.
If you want this capability only within the bounds of your application's window, for instance in a drawing application, it gets far easier. Every class in the Windows.Forms namespace that inherits from Control exposes a CreateGraphics() method. This method returns an object representing a drawing surface covering the screen area of the control, and is the basis for just about anything you want to do on a window involving custom graphics (and internally, it's used to draw the controls in the first place).
Once you have the Graphics object, you can draw Images on it. A popular method of drawing custom graphics like animations or games is to do the actual drawing on a Bitmap object (derived from the abstract Image) and then when you're done, draw the Bitmap on the Graphics area. This is done to reduce flicker; if the graphics area is shown to the user while it is being drawn on, the user will only see the complete image for a split second before it is "wiped" and redrawn, and shapes drawn halfway through will be there one moment and gone the next as they wait to be drawn. Drawing to a bitmap, then showing the Bitmap on the screen when you're done, means the user sees a complete image at a time.
You can extend this using transparency features to create multi-layered images. Have a Bitmap for every layer you wish to manipulate. Work on them seperately, then draw each of them, in their proper order from back to front, onto a master Bitmap, and draw that Bitmap on the screen. This allows you those PhotoShop-type manipulations where a part of the image is one layer, and can be manipulated independently of all others.
As for per-pixel filtering, Bitmap objects expose GetPixel() and SetPixel() methods, which allow you to grab the color of a single pixel, perform a filter calculation, and re-draw it. This process will be totally unaccelerated, and so limited by your CPU speed, but allow very fine control of your image, or repetitive tasks like your filters.