Long-time operation and various conditions cause the membrane electrode assembly (MEA) of polymer electrolyte membrane fuel cells (PEMFCs) to degrade, which results in decreased performance. The degradation of the MEA appears as various symptoms, such as the loss of carbon support and agglomeration of the Pt catalyst. In this paper, damage on the surface of the MEA by long-time operation and various conditions is induced intentionally by high-temperature conditions in a thermostat chamber. The MEA surface damage is photographed by scanning electron microscopy (SEM), and the loss of the carbon support that fixes the platinum catalyst is judged. Image processing is used to analyze damage on the MEA surface, and binarization processing is applied to the image processing method. SEM imagery is taken at magnifications of 100 x and the trends in quantified surface damage on the MEA according to the degradation temperature are analyzed. The correlation between the quantitative damage on the MEA surface and the performance of the PEMFC is checked. As a result, the tendency of decreasing PEMFC performance is derived from increasing quantified damage on the MEA surface. (C) 2018 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved.