Certain aspects relate to apparatuses and techniques for non-invasive optical imaging that acquires a plurality of images corresponding to both different times and different frequencies. Additionally, altematives described herein are used with a variety of tissue classification applications, including assessing the presence and severity of tissue conditions, such as bums and other wounds.