Cubic convolution is an interpolation method used in image processing and computer graphics to estimate new pixel values by considering the closest 16 pixels in a 4x4 grid. It provides a smoother result than bilinear interpolation by fitting a cubic polynomial to the pixel values, balancing computational efficiency with image quality.