Lossless image compression techniques aim to reduce the here size of an image file removing any information. This promotes that the decompressed image is identical to the source image. Popular methods include Run-Length Encoding (RLE), Lempel-Ziv-Welch, and Huffman coding. These algorithms analyze patterns within the image data and substitute repet