The Discrete Wavelet Transform (DWT) is a mathematical tool used to decompose a signal into different frequency components, enabling efficient analysis and compression by capturing both time and frequency information. It is widely used in signal processing and image compression due to its ability to provide a multi-resolution analysis of signals, making it highly effective for detecting features at various scales.