Binary image processing involves the manipulation and analysis of images that consist of only two colors, typically black and white, to simplify the computational complexity and enhance feature extraction. This technique is crucial in applications such as object detection, image segmentation, and computer vision, where the focus is on the shape and structure rather than color details.