Failures of the vehicle camera may compromise correct acquisition frames, that are subsequently used by autonomous driving tasks. A clear understanding behavior tasks under such failure conditions, together with strategies to avoid safety is jeopardized, indeed necessary. This study analyses and improve performance Traffic Sign Recognition (TSR) systems for road vehicles possible occurrence fai...