Adobe Photoshop Express has launched as an app on Windows 8 and RT, Digital Spy said.
The app is available for free, while additional "premium" options are available at a price.
Free basic editing features such as cropping, rotations and a red-eye remover are optimized for easier use on touch-screen devices.
Colour adjustments, auto-correction and 15 one-touch filters known as "looks" are also available for free.
Additional filters can be downloaded as an in-app purchase, as well as a noise reduction feature.
It is also possible to upload images to Adobe Revel, which allows syncing across different devices.