Optical Signal Processing involves the manipulation of optical signals to perform operations such as filtering, modulation, and switching, leveraging the high bandwidth and speed of light. It is crucial for enhancing the efficiency and capacity of communication systems, enabling advanced functionalities in telecommunications and data processing.