Frame Interpolation Techniques

Frame interpolation techniques generate intermediate frames between existing video frames to create smoother motion. By analyzing the movement of objects and pixels from one frame to the next, these methods estimate what the in-between images should look like. This process enhances video fluidity, especially when changing frame rates or restoring old footage. Techniques can range from simple pixel-based methods to advanced algorithms using machine learning, all aiming to produce seamless transitions that improve viewing experience without requiring additional real frames.