Hysteresis thresholding is a technique used in edge detection, particularly in the Canny edge detector, to maintain connectivity by using two thresholds: a high threshold to start edge detection and a low threshold to continue it. This method helps to preserve important edges while suppressing noise and spurious responses in the image data.