Texture analysis is a crucial image processing technique used to quantify the spatial arrangement of intensities in an image, which helps in identifying patterns and structures that are not discernible through simple intensity measures. It is widely applied in fields such as medical imaging, remote sensing, and material science to enhance image interpretation and classification tasks.