To do some faster image manipulation I’ve been looking at Renderscript.
Renderscript provides a platform-independent computation engine that operates at the native level. Use it to accelerate your apps that require extensive computational horsepower.
This made it a better candidate than using the NDK with JNI. It’s also easier to maintain as an Android developer.
What I wanted to achieve is a fast way to apply Gaussian blur. Googling around will provide you plenty ways to do this in Java. It let me to a blog post about using a Convolution matrix combined with various kernels to achieve different effects. Unfortunately doing this on large images in Java is slow.
The other option was to use JNI, but I don’t feel confident enough about writing C/C++. There are, however, some libraries out there worth looking at. OpenCV and Lightbox’ PhotoProcessing for instance. But when you’re just trying to use one or two effects, this seems a bit overkill.
Last but not least is Renderscript. This is a bit more accessible than the NDK and only results in a slight loss of performance compared to using the NDK. The only requirement is Android 3+ (API level 11 and above).
If you’re looking to get started with Renderscript, Google has a good introduction and more in-depth article about the design goals of Renderscript. The Renderscript reference comes in very handy when you are writing your own scripts.
At first I was happy to find the ScriptIntrinsicBlur class, but unfortunately that one is only available from API level 17. Discarding that option, I decided to implement my own class to create a Gaussian blur effect. To start work on a fast algorithm for Gaussian blur, I had a look at how this is being done for games and came across a blog post about “Efficient Gaussian blur“. I’ve made a first (yet to be further optimized) version and tried it out, you can find the script at Github. This implementation already renders a Gaussian blur effect extremely fast. It looks great when using the emulator, but unfortunately when used on a phone it seems to produce some scanline-like side-effect.
The biggest downside of Renderscript is that it is only available on Android 3+. It does, however, look like Google is working on a compatibility library for Android 2.2. When you clone “https://android.googlesource.
I hope the compatibility library for Renderscript arrives soon, so it can be used across a bigger range of devices.