Lossless image compression methods aim to reduce the size of an image file without any degradation in quality. This is achieved by identifying and removing redundant information within the image data. Popular algorithms for lossless compression include Run-Length Encoding (RLE), Huffman Coding, and Lempel-Ziv families such as LZW and LZ77. These te