Coiflets

Coiflets are a type of wavelet used in signal processing that help analyze data at various levels of detail, much like zooming in and out on a picture. They are designed to balance accuracy and efficiency, capturing important features without losing important information. Coiflets have specific mathematical properties that make them especially good for tasks like compressing images, removing noise, or analyzing signals. Their shape and structure allow for precise analysis while maintaining symmetry, making them versatile tools in fields like audio, image processing, and scientific data analysis.