Lossless image compression techniques aim to reduce the size of an image file without any information. This ensures that the reconstructed image is identical to the initial image. Popular methods include Run-Length Encoding (RLE), Lempel-Ziv-Welch, and Huffman coding. These algorithms analyze patter