Threshold detection is the process of identifying whether a signal exceeds a predefined level, allowing systems to make decisions based on signal strength or presence. It is crucial in various applications, including signal processing, image analysis, and communication systems, where determining the presence or absence of a signal is necessary for further processing or action.