I'm a reasonably experienced Java programmer but relatively new to Java2D. I'm trying to scale an image but I'm getting poor quality results. The image is a preview of a panel so contains things like text and textfields. I'll always be scaling down, never up.
Currently I'm using the following code:-
g.drawImage(panelImage, 0, 0, scaledWidth, scaledHeight, null);
Where panelImage is the full sized preview (BufferedImage) and scaledWidth and scaledHeight are the respective target dimensions. I seem to lose a lot of detail in the text and edges of things like textfields etc.
Is there a better call I should be using to scale the image?
Thanks,
John
A suggestion I can make is to first resize the image onto a separate BufferedImage. The reason being, a Graphics2D object of the BufferedImage can be obtained in order to produce a better quality scaled image.
Graphics2D can accept "rendering hints" which instruct the way image processing should be performed by the Graphics2D object. The setRenderingHint method is one of the methods which can be used to set those rendering hints. The rendering hints from the RenderingHints class can be used.
Then, using that Graphics2D object, an image can be drawn to the BufferedImage using the rendering hints specified earlier.
A rough (untested) code would work as the following:
BufferedImage scaledImage = new BufferedImage(
scaledWidth,
scaledHeight,
BufferedImage.TYPE_INT_RGB
);
Graphics2D g = scaledImage.createGraphics();
g.setRenderingHints(
RenderingHints.Key.KEY_INTERPOLATION,
RenderingHints.VALUE_INTERPOLATION_BICUBIC
);
g.drawImage(panelImage, 0, 0, scaledWidth, scaledHeight, null);
g.dispose();
Other rendering hints of interest may include:
KEY_ANTIALIASING
KEY_RENDERING
The Controlling Rendering Quality section of The Java Tutorials also has more information on how to control the rendering quality of Graphics2D objects.
And for a very good source of information on dealing with graphical interfaces in general, Filthy Rich Clients by Chet Haase and Romain Guy is highly recommended. There is one section of the book that deals with the issue of scaling images, which seems quite relevant.
May be you should call:
g.setRenderingHint(RenderingHints.KEY_RENDERING, RenderingHints.VALUE_RENDER_QUALITY);
and
g.setRenderingHint(RenderingHints.KEY_ANTIALIASING, RenderingHints.VALUE_ANTIALIAS_ON);
Coobird is right that you need to incrementally down-scale (preferably using BICUBIC) to get a good-looking result for a small enough thumbnail. Image.getScaledInstance used to do this with the AREA_AVERAGED approach, but it is much slower than the incremental downscale that was original proposed by Chris Campbell in his "Perils of Image.getScaledInstance()" article.
Please excuse the self-promotion here, but I rolled a handful of "native Java best practices" when it comes to image scaling into a library called imgscalr.
It's available under an Apache 2 license and source is all on GitHub; the goal of the library was to make image-scaling in native Java dead-easy (1 class, 5 static methods) and ensure the best looking result (which is what you originally wanted), the fastest result (great when scaling among large images) or a balance between the two and let the library decide which one to use.
I just wanted a lib that could "Resize my image and get out of my way" and after reading all these posts for a few days as I addressed the pain point (my own as well) just was circling back and sharing the work for anyone else it may help.
Coobird has the correct idea. I would also try RenderingHints.VALUE_INTERPOLATION_BILINEAR interpolation and see if it's nicer looking. Bicubic works better when upscaling, though. For the best results when downscaling, one should downscale in several steps. First halve the resolution, then halve again, etc. until you get near the desired resolution (i.e. you cannot halve or the image will get too small). Final step is to scale down to the desired resolution.
For example, let's say your input image is 800x600 and you want downscale to 160x120:
Downscale 50%. --> 400x300
Downscale 50%. --> 200x150
Downscale to 160x120.
Related
I am trying to write a SWT component, that is able to take and draw an instance of java.awt.BufferedImage. My problem is that SWT's Image and AWT's BufferedImage are incompatible: SWT components can't draw java.awt.Image, AWT/Swing components can't draw org.eclipse.swt.graphics.Image.
There are several approaches that try to solve this problem in other ways (which also may have some variations, but basically there are these two):
Convert between SWT Image and AWT BufferedImage
Swing/SWT Integration
They all have shortcomings and didn't satisfy my expectations:
The first approach, to convert an SWT Image to a BufferedImage, results in poor performance for large images due to the creation of a new RGB instance for every Pixel.
The second approach has several shortcomings in usability. See the "workarounds" at the end of the linked article.
This lead to the conclusion that I'd try my best to write a component (based on org.eclipse.swt.widgets.Canvas or org.eclipse.swt.widgets.Composite) which allows to draw a BufferedImage directly without any conversion of images.
My approach was to draw it pixel by pixel. Therefore I simply had to get an instance of GC, walk the source BufferedImage line by line, left-to-right and drawing the corresponding Color using GC.setForeground(Color color) and GC.drawPoint(int x, int y).
First, I created a new instance of Color for every pixel, which uses quite a lot of memory and adds an additional delay, since new Color acquires system resources and creating a new object for every pixel also takes its time.
Then I tried to pre-load all possible (24 bit) Colors into an array before drawing the image. This lead to an explosion of memory usage (>= 600 MB), which was clear before I was trying it, but I had to verify it.
Caching only the used Colors also lead to more memory consumption than would have been required.
I think there has to be a more low-level approach that doesn't require that much memory, since SWT is able to draw whole (SWT) Images without consuming that much memory.
I would appreciate any ideas or solutions.
I found out there's a way to "convert" an BufferedImage to an Image by using the original image's data buffer if it is 24 bit RGB. This is possible, since the image formats are compatible.
final BufferedImage original = ImageIO.read(new File("some-image.jpg");
final PaletteData palette =
new PaletteData(0x0000FF, 0x00FF00, 0xFF0000);
// the last argument contains the byte[] with the image data
final ImageData data = new ImageData(original.getWidth(), original.getHeight(),
24, palette, 4,
((DataBufferByte) original.getData().getDataBuffer()).getData());
final Image converted = new Image(getDevice(), data);
This way, one doesn't have to create thousands of new objects. This approach comes with the disadvantage that one needs to ensure that the original image is of type RGB 24 bit. Otherwise the image has to be converted to this format.
After that, an image can be drawn with the following code:
// get the GC of your component
gc.drawImage(image, 0, 0);
Probably other bit depths can be converted in a similar way, but this is all I need for the moment.
I want to add some text to image. and I'm using imgscalr.
I'm looking for some examples or tutorials.
in case you know some better java based image library, please do let me know.
thanks!
Hmm, interesting suggestion. I never anticipated that people would want to render text to their images using imgscalr -- but with the popularity of meme images, maybe I should have thought of that :)
Since imgscalr is processing and returning standard BufferedImages in Java, you are free to use all the existing Java2D rendering libs to paint text to the image.
To do that you want to call BufferedImage.getGraphics() on the image you are processing, cast that to a Graphics2D object like so:
Graphics2D g2d = (Graphics2D)myImage.getGraphics();
Then you can use the standard Graphics2D font rendering methods to "draw" text onto your image. For example, something like:
g2d.drawString("I haz a hat!", 50, 50);
Also you can change how the font looks by using the Graphics.setFont(...) call.
In the future I may add convenience methods to imgscalr to do this for you now that you have given me this idea ;)
I have a lot of images that taken by my Digital camera with very high resolution 3000 * 4000 and it takes a lot of Hard disk space, I used Photoshop to open each Image and re-size it o be with small resolution, but it needs a lot of time and effort
I think that I can write simple program that open the folder of images and read each file and get it's width and height and if it's very high change it and overwrite the image with the small one.
Here some code I use in a Java-EE project (should work in normal application to:
int rw = the width I needed;
BufferedImage image = ImageIO.read(new File(filename));
ResampleOp resampleOp = new ResampleOp(rw,(rw * image.getHeight()) / image.getWidth() );
resampleOp.setFilter(ResampleFilters.getLanczos3Filter());
image = resampleOp.filter(image, null);
File tmpFile = new File(tmpName);
ImageIO.write(image, "jpg", tmpFile);
The resample filter comes from java-image-scaling library. It also contains BSpline and Bicubic filters among others if you don't like the Lanczos3. If the images are not in sRGB color space Java silently converts the color space to sRGB (which accidentally was what I needed).
Also Java loses all EXIF data, thought it does provide some (very hard to use) methods to retrieve it. For color correct rendering you may wish to at least add a sRGB flag to the file. For that see here.
+1 to what some of the other folks said about not specifically needing Java for this, but I imagine you must have known this and were maybe asking because you either wanted to write such a utility or thought it would be fun?
Either way, getting the image file listing from a dir is straight forward, resizing them correctly can take a bit more leg work as you'll notice from Googling for best-practices and seeing about 9 different ways to actually resize the files.
I wrote imgscalr to address this exact issue; it's a dead-simple API (single class, bunch of static methods) and has some good adoption in webapps and other tools utilizing it.
Steps to resize would look like this (roughly):
Get file list
BufferedImage image = ImageIO.read(files[i]);
image = Scalr.resize(image, width);
ImageIO.write(image);
There are a multitude of "resize" methods to call on the Scalr class, and all of them honor the image's original proportions. So if you scale only using a targetWidth (say 1024 pixels) the height will be calculated for you to make sure the image still looks exactly right.
If you scale with width and height, but they would violate the proportions of the image and make it look "Stretched", then based on the orientation of the image (portrait or landscape) one dimension will be used as the anchor and the other incorrect dimension will be recalculated for you transparently.
There are also a multitude of different Quality settings and FIT-TO scaling modes you can use, but the library was designed to "do the right thing" always, so using it is very easy.
You can dig through the source, it is all Apache 2 licensed. You can see that it implements the Java2D team's best-practices for scaling images in Java and pedantically cleans up after itself so no memory gets leaked.
Hope that helps.
You do not need Java to do this. It's a waste of time and resources. If you have photoshop you can do it with recording actions: batch resize using actions
AffineTransformOp offers the additional flexibility of choosing the interpolation type, as shown here.
You can individually or batch resize with our desktop image resizing application called Sizester. There's a full functioning 15-day free trial on our site (www.sizester.com).
I am trying to implement a painting tool with layer support. For each layer I create a WritableRaster. To display the canvas, the layers have to be merged. What's the most efficient way to do this? I could use a bufferedImage, set the raster and draw each layer to the Graphics context with a alpha composite. But isn't it better/faster to merge it on data level and then draw a single image?
Edit:
I did some profiling. This is what my current approach looks like:
//tmp.getRaster().setRect(layer.getRaster()); // VERY slow
tmp.getRaster().setDataElements(0, 0, layer.getRaster()); //slow
g2.drawImage(tmp, 0, 0, scaledDim.width, scaledDim.height, null);
I used BufferedImages instead of WritableRasters for each layer before and there was no delay noticeable.
My next step would be to cache top and bottom layers, so there would be only 3 images to be drawn. That would probably solve the problem.
My sense is that drawing a raster is roughly equivalent to "merging it on a data level".
I wouldn't worry about this unless you notice it's a bottleneck.
maybe you can use JAI:
ParameterBlock pb = new ParameterBlock();
pb.add(bufImage1);
pb.add(bufImage2);
pb.add(....
RenderedImage ri = JAI.create("xor",pb);
If you blit (draw) them each onto an image buffer, you are probably using graphics-card acceleration.
If you loop through the indivual buffers and merge them by hand (I assume this is what you mean by "Do it on the data level"), you will be using the CPU.
So actually, doing it by hand will be significantly slower than blitting.
So, your original solution is best. Let the graphics card do its job, it's very good at it.
Ok, so I introduced a upper and a lower layer cache and now I got a pretty good performance. I can add as many layers as my memory can handle without affecting rendering time.
I'm trying to create thumbnails for uploaded images in a JRuby/Rails app using the Image Voodoo plugin - the problem is the resized thumbnails look like... ass.
It seems that the code to generate the thumbnails is absolutely doing everything correctly to set the interpolation rendering hint to "bicubic", but it isn't honoring them on our dev environment (OS X), or on the production web server (Linux).
I've extracted out the code to generate the thumbnails, rewritten it as a straight Java app (ie kicked off from a main() method) with the interpolation rendering hint explicitly set to "bicubic", and have reproduced the (lack of) bicubic and bilinear resizing.
As expected on both OS X and Linux the thumbanils are ugly and pixelated, but on Windows, it resizes the images nicely with bicubic interpolation used.
Is there any JVM environment setting and/or additional libraries that I'm missing to make it work? I'm doing a lot of banging of head against wall for this one.
I realize this question was asked a while ago, but incase anyone else is still running into this.
The reason the thumbnails look like ass are caused by two things (primarily the first one):
Non-incremental image scaling in Java is very rough, throws a lot of pixel data out and averages the result once regardless of the rendering hint.
Processing a poorly supported BufferedImage type in Java2D (typically GIFs) can result in very poor looking/dithered results.
As it turns out the old AreaAveragingScaleFilter does a decent job of making good looking thumbnails, but it is slow and deprecated by the Java2D team -- unfortunately they didn't replace it with any nice out-of-the-box alternative and left us sort of on our own.
Chris Campbell (from the Java2D team) addressed this a few years ago with the concept of incremental scaling -- instead of going from your starting resolution to the target resolution in one operation, you do it in steps, and the result looks much better.
Given that the code for this is decently large, I wrote all the best-practices up into a library called imgscalr and released it under the Apache 2 license.
The most basic usage looks like this:
BufferedImage img = ImageIO.read(...); // load image
BufferedImage scaledImg = Scalr.resize(img, 640);
In this use-case the library uses what is called it's "automatic" scaling mode and will fit the resulting image (honoring it's proportions) within a bounding box of 640x640. So if the image is not a square and is a standard 4:3 image, it will resize it to 640x480 -- the argument is just it's largest dimension.
There are a slew of other methods on the Scalr class (all static and easy to use) that allow you to control everything.
For the best looking thumbnails possible, the command would look like this:
BufferedImage img = ImageIO.read(...); // load image
BufferedImage scaledImg = Scalr.resize(img, Method.QUALITY,
150, 100, Scalr.OP_ANTIALIAS);
The Scalr.OP_ANTIALIAS is optional, but a lot of users feel that when you scale down to a small enough thumbnail in Java, some of the transitions between pixel values are a little too discrete and make the image look "sharp", so a lot of users asked for a way to soften the thumbnail a bit.
That is done through a ConvolveOp and if you have never used them before, trying to figure out the right "kernel" to use is... a pain in the ass. That OP_ANTIALIAS constant defined on the class it the best looking anti-aliasing op I found after a week of testing with another user who had deployed imgscalr into their social network in Brazil (used to scale the profile photos). I included it to make everyone's life a bit easier.
Also, ontop of all these examples, you might have noticed when you scale GIFs and some other types of images (BMPs) that sometimes the scaled result looks TERRIBLE compared to the original... that is because of the image being in a poorly supported BufferedImage type and Java2D falling back to using it's software rendering pipeline instead of the hardware accelerated one for better supported image types.
imgscalr will take care of all of that for you and keep the image in the best supported image type possible to avoid that.
Anyway, that is a REALLY long way of saying "You can use imgscalr to do all that for you and not have to worry about anything".
maybe is this a solution for you:
public BufferedImage resizeImage(BufferedImage source, int width, int height)
{
BufferedImage result = new BufferedImage(widht, height, BufferedImage.TYPE_INT_ARGB);
Graphics g = result.getGraphics();
g.drawImage(source, 0, 0, widht, height, null);
g.dispose();
return result;
}
In the end, upgrading to the latest version of ImageVoodoo seemed to improve quality.
Looking through the source code, it looks like they're doing some funky AWT rendering, and then pulling that out. Nasty, but it seems to work.
Still not as good as ImageMagick, but better than it was.
#Riyad, the code for incremental scaling isn't "decently large", it's quite small (As you can see from a post back in 2007, http://today.java.net/pub/a/today/2007/04/03/perils-of-image-getscaledinstance.html#creating-scaled-instances) having a library that gives other options might be useful, but making a library to use a library is nonsense.