In this paper, a new fast 3D wavelet transform based algorithm for video compression is presented. The main difference between it and the video compression classical algorithms is the temporal decomposition. The new algorithm reduces heavily the processing time for compression and decompression of video sequences keeping or overcoming the quality of reconstructed sequences. In addition, it cut heavily the memory demands. Some figures show the experimental results.