Software
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ImageJ, the gold standard in free image analysis software. If you are just starting out in image analysis, start here.

Micron-Manager is a open software project to control microscopes, cameras and hardware from a variety of platforms. The beautiful part of this idea is that the equipment control can be done from either ImageJ or Matlab. Brilliant!

Iplabs is sold by Scanalytics. We use it to collect images and control microscopes. It's mature software, but we wish they would upgrade their OSX version. It controls many different kinds of cameras, as well as different stages and filter wheel systems.

IGOR by wavemetrics is a wonderful data analysis tool that can process images and even drive some cameras such as the Retiga.

Open Microscopy is a really cool open source effort to create a way to track and evaluate image data. They have some great interpreters for different file formats, which is outstanding because all too often one software package cannot read the image files generated by another....

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Hardware

Resonon makes our hyperspectral imaging device. This is a wonderful company to work with, located here in Bozeman Montana. They make a variety of affordable, high quality hyperspectral imaging systems and offer great customer support.

Chroma makes the fluorescence filters that we use. These are outstanding filters, and the folks at Chroma are always full of good advice.

Ludl makes shutters and filter wheels and ways to move your stage. Once you have a bunch of Chroma filters, you're going to need a filter wheel to move them around. We use their hardware and it hasn't let us down.

Exfo makes very stable, very durable fluorescence lamps. MUCH better than any lamp you'll buy from a microscope dealer. If you would like to do time lapse imaging, and you don't want a whole lot of lamp instability, this is a good solution.

Andor makes an awesome EMCCD camera for microscopy, and also offers a complete microscopy system with a Yokagawa spinning disk.

Optical insights makes really cool image splitters. Through a clever use of filters and splitters, they project either two or four images onto your CCD camera, and these images can be specific to certain wavelengths. This is a superb instrument if you are doing ratio imaging.

Rapp Electronic is a great source of light for special microscopy applications