You have two types of receptor on the retina of your eyes. They are called rods and cones. Cones are only sensitive to one third of the visual spectrum (either red, green or blue light). Cones are found mostly in the centre of the field of vision.
Rods are sensitive to any frequency of visual light. ie they are three times more sensitive than the cones (but cannot distinguish between different colours). Rods predominate around the peripheral visual area.
Therefore, in dim light, faint objects are seen three times more brightly by your peripheral vision than by your central vision.