Multi-focus image is resulted due to limitation of convex lens of a camera. Sharp image can be obtained by merging or fusing two multi-focus images using various techniques presented in this book. These fusion techniques are optimized in order to reduce computational complexity of and time consumed in fusion process. At the same time, steps are taken to maintain or improve the quality of the fused image.