$3$ Objective $1$: Image Compression using Haar Wavelet Transform and Huffman code To compress the image, the following steps are required: $1.$ Read an image and convert it into a matrix. This will entail reading an image I of size $2$n $\backslash$times $2$ n and transforming it into a matrix M$.2.$ Transform the image using Haar Wavelet. In other words The image is decomposed into four subimages, which contain less significant $($small$)$ and significant coefficients $($larger$)$; means from the input image, LL$1,$ LH$1,$ HL$1,$ and HH$1$ bands are extracted as shown in Figure $1.$