The BRIEF (Binary Robust Independent Elementary Features) algorithm is a feature descriptor used in computer vision to efficiently and quickly describe image keypoints by using binary strings. It is especially useful in real-time applications where speed is critical, although it might be less invariant to changes in rotation and viewpoint compared to other descriptors like SIFT and SURF.