A Gray Level Co-occurrence Matrix (GLCM) is a statistical method used in image processing to examine the texture of an image by considering the spatial relationship of pixels. It quantifies how often pairs of pixel with specific values and in a specified spatial relationship occur in an image, providing insights into the texture and patterns present.