The rectus femoris is one of the four quadriceps muscles located in the anterior compartment of the thigh, playing a crucial role in knee extension and hip flexion. It is unique among the quadriceps as it crosses both the hip and knee joints, making it significant in movements involving both joints, such as running and jumping.