An increase in muscle mass — also known as muscle hypertrophy — in the thigh muscles can increase their overall size. Most studies suggest strength training specific muscle groups (eg, quads, hamstrings, glutes) 2 to 3 times a week for best results, resulting in the greatest muscle hypertrophy.