A new thin cloud removing approach of remote sensing image based on support vector machine is introduced.

Experimental results show that the haze detection is rapid and accurate, and that the thin haze is removed effectively.

Because the algorithm of cloud threshold often generates boundary effect, this paper proposed an improved algorithm based on wavelet transform and homomorphic filter.