The correspondence problem involves determining which parts of one image or dataset correspond to which parts of another, a crucial task in fields like computer vision and stereo vision. Solving this problem is essential for tasks such as 3D reconstruction, motion tracking, and object recognition, where accurate matching of features across different perspectives or time frames is needed.