Homogeneous coordinates are a system used in projective geometry to represent points in space, allowing for the representation of points at infinity and facilitating transformations such as translation, rotation, and scaling within a single mathematical framework. By adding an extra dimension, homogeneous coordinates enable the use of matrix operations for geometric transformations, making them essential in computer graphics and vision applications.