Review the Huffman algorithm. It describes its fundamental and classical uses. The attached article, ″A Secured Image Transmission Using Videos,″ by Saranya and Pushpa, describes a different type of application of data compression. Note the approach to problem solving, the development of an algorithm (based on Huffman encoding), and the entire presentation of a case study in the article. Data compression in general, and Huffman encoding as a method, can be used in multiple areas: secure communication, image compression, music streaming, data storage optimization, and other areas. Do the following: 1) Describe an area of interest (and its characteristics), in which data compression is useful. 2)Identify the context of an application of a Huffman encoding-decoding algorithm. 3) Describe in detail, using rigorous mathematical notation: a) The problem/challenge; b) how the use of Huffman algorithm will address the problem/challenge; c) the algorithm itself and all its steps in detail, as it applies to your context; and d) a complexity analysis, with the proof of computational time expected. 4) Choose one component of your methodology and implement using your favorite programming language. 5) Implement a visualization technique in your code, to demonstrate how that component works.
