AN IMPROVED HAZE REMOVAL METHOD FOR THE APPLICATION OF GEO-GRAPHICAL DATA ANALYSIS

Abstract

The images taken in ghastly climatic conditions is a lot tainted owing to the occurrence of haze. It may also affect heavily, such images used in the ground of computer visualization, object recognition etc. As an aim to resolve this problem in this paper a better image enhancement as well as classification method is employed. The projected work takes benefit of SVD as this solo value allow us to characterize the picture with a minimal set of value that shrink storage space and progress the quality. For a superior quality and feature improvement a rate-based alteration is completed with the help of gaussian filter. The eventual dehazed image is then classified using an improved knn as part of geographical data analysis.