Thresholding is a technique in image processing and computer vision that converts a grayscale image into a binary image by setting a threshold value to separate pixels into foreground and background. It is crucial for simplifying the analysis and processing of images by reducing the complexity of the data, enabling easier feature extraction and object detection.