Interest point detection is a crucial step in computer vision that aims to identify distinctive and repeatable points in an image, which are invariant to transformations such as scaling, rotation, and illumination changes. These points serve as the basis for image matching, object recognition, and 3D reconstruction, facilitating efficient and accurate analysis of visual data.