Various techniques are disclosed to detect and mitigate the effects of burn-in events occurring in thermal imaging systems. Such events may be attributable to the sun (e.g., solar burn-in) and/or other high thermal energy sources. In one example, a method includes detecting a burn-in event that causes thermal images captured by a focal plane array (FPA) to exhibit a blemish; and mitigating the blemish in the thermal images. In another example, a thermal imaging system includes a focal plane array (FPA) adapted to capture thermal images; and a processor adapted to: detect a burn-in event that causes the thermal images to exhibit a blemish, and mitigate the blemish in the thermal images.