Overlap detection is the process of identifying shared elements or intersections within datasets, images, or signals, crucial for applications in fields like computer vision, bioinformatics, and data analysis. It enhances accuracy and efficiency by ensuring that redundant or conflicting data is appropriately managed and interpreted.