Until the late 17th century, the name of the town was spelled Wyszemierzyce (also Vyszemierzice and Wyssemierzyce). The name comes from a male given name Wyszemir.
The change in spelling of the town's name from Wyszemierzyce to its current form occurred in the late 17th century, likely influenced by changes in language or culture that affected the local population.