ImgLib1 (deprecated)

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In ImageJ, images can have a number of types (8-bit gray, 8-bit with lookup table, 16-bit, 32-bit floating point, RGB packed into a 32-bit int), and up to 5 dimensions. Internally, every image is stored as an array of channels * slices * frames instances of the class ImageProcessor, which in turn stores the pixel values as arrays of width * height values which have the native types byte, short, etc

When implementing an image processing algorithm, typically this has to be done with every native type separately, for performance reasons, and for the same reason, there is a lot of code repeated between different plugins.

In C++, this problem is solved by using templates, the ITK library.

The corresponding technique in Java is called generics and is available since Java version 1.5. Due to technical issues, Java cannot optimize specializations of generics fully at compile-time, and generics have other limitations, such as not being able to use basic types (which are used for ImageJ's pixel values) as parameters.