Edge detection plays a critical role in histology by helping to delineate the boundaries of cells, tissues, and other structures within a microscopic field. This is vital for diagnosing diseases, assessing tissue architecture, and conducting quantitative analysis. The Canny Edge Detector is preferred because of its high accuracy, noise reduction capabilities, and ability to detect both strong and weak edges.