Supported image formats¶
QuPath can be used with a wide range of image formats, including many whole slide formats, thanks to two essential open source libraries:
Both libraries have their own distinct advantages:
- OpenSlide is typically fast, lightweight and programmer-friendly (especially through Python), but is restricted to only 2D, 8-bit, RGB images.
- Bio-Formats can support a much wider range of image types, including multidimensional data (e.g. z-stacks, time series and multiplexed images).
Bio-Formats supports most images that can be read by OpenSlide, but not all - and therefore QuPath continues to include both libraries.
Despite the fantastic work of the Bio-Formats and OpenSlide developers, the use of proprietary formats throughout the field means that images often turn up that can’t be opened within QuPath.
In some cases, this is simply because the format isn’t supported.
|Library||Supported formats||Issues page|
You can also check the QuPath issues page for past discussions.
OpenSlide has not been updated for several years, whereas Bio-Formats is actively maintained by the OME team.
However, before relying on Bio-Formats to continue supporting and adding proprietary formats forever, one should read the OME position regarding file formats.
Both OpenSlide and (more recently) Bio-Formats now support BIF images. If you have trouble with one library, you might try reading the images with the other.
There have previously been problems with misaligned tiles (see here).
Since the release of Bio-Formats v5.3.0 QuPath has been able to work with
To open CZI files that use JPEG-XR compression on Windows, you may also need to install the Visual Studio 2015 C++ Redistributable - see here for more information.
iSyntax is a proprietary format, not compatible with QuPath. We are unaware of any open source library capable of reading iSyntax files.
See here for a blog post from Glencoe Software about converting iSyntax to OME-TIFF.
MRXS (3D HISTECH)¶
OpenSlide has some limited support for MRXS images, but many do not work. Specifically, 2D, 8-bit, RGB images that do not use JPEG-XR compression seem to be ok. Anything else (e.g. 16-bit fluorescence) is not.
QuPath may still be able to open a low-resolution thumbnail for an unsupported MRXS image, but unfortunately not the full data.
The reasons why Bio-Formats and OpenSlide do not offer better MRXS support may be gleaned from the following links:
See here for a blog post from Glencoe Software about converting .mrxs to OME-TIFF.
NDPI is generally quite well supported by both Bio-Formats and OpenSlide. Note that z-stacks are only supported by Bio-Formats; with OpenSlide, only one plane will be opened.
TIFF is a file format commonly used for whole slide images, but it is important to recognize that not all TIFFs are the same. Internally, the data in a TIFF file can be represented quite differently in terms of layout and compression.
Consequently, although OpenSlide and Bio-Formats support many TIFF files, it is quite possible to encounter variants that cannot be opened with QuPath.
Perhaps the most common reason for this is that the file does not contain pyramidal layers, or these layers cannot be automatically recognized. This is one reason why well-supported, open formats should generally be preferred (e.g. OME-TIFF).