Video cameras record data in a poor format for broadcasting video. To transmit video efficiently, linear algebra is used to change the basis. But which basis is best for video compression is an important question that has not been fully answered!
Change of Basis; Image Compression
Change of Basis
Work the problems on your own and check your answers when you're done.