Image compression is vital for many areas such as communication and storage of data that rapidly growing nowadays. In this paper, a spatial lossy algorithm gray scale images presented. It exploits the inter-pixel psycho-visual redundancies in images. The proposed technique finds paths connected pixels fluctuate value within some small threshold. path calculated by looking at 4-neighbors pixel t...