This implementation is step ahead for the current image processing applications which captures degraded contrast and establishes error prone images in fog condition. Long distance images has low visibility. The variation in fog density with distance is responsible for atmospheric veil factor. The implementation includes the single image processing for quantifiable and approximate calculations to construct fog-free images with the use of atmospheric veil to rebuild the contrast the in homogeneous or heterogeneous conditions. © 2018 IEEE.