What is the best open source pure java computer vision library? [closed]

Question

As a practical developer I would like to make a good algorithm for my specific task, built from blocks, like a 'boundary extraction', or 'gamma correction' and so on, but I don't want to implement the wheel, making all that stuff, so I wander - if there's any powerful CV library, like C++'s OpenCV?

Saying "the best", I mean library having following properties:

• Lot of different algorithms implemented
• Extensibility - I can create new stuff in terms of the library
• High performance
• Thread safety

Answer 1

You might be interested in a pure Java open source computer vision library I have developing, BoofCV. BoofCV supports many common image processing operations, advanced feature detection, wavelet denoising, camera calibration, stereo vision and structure from motion . It's also very fast. Currently has the fastest SURF implementation out of any open source library, including C/C++ ones. Speed wise, it is very competitive with OpenCV for mid to high level vision algorithms. OpenCV is of course faster for low level image processing.

Website: http://boofcv.org

OpenCV vs BoofCV: http://boofcv.org/index.php?title=Performance:OpenCV:BoofCV

SURF Performance Study: http://boofcv.org/index.php?title=Performance:SURF

Ok enough marking. Hope you guys like it!

• Much of the code is already in place, just missing a couple of components.

Answer 2

Shaman, I have been looking a long time for a image processing library comparable to opencv in Java. For the amount of automated tasks opencv performs there is nothing that comes close to it for the advanced machine vision type applications.

In terms of image processing though imagej has a large amount of preimplemented algorithms and plugins. I use this library all the time to preprocess things I need to send into opencvs machine vision utilities. This is also open source with easy ways of adding additional features through plugins or direct manipulations so I think it could meet most of your requirements.