In the smoky foggy hazy and other harsh outdoor conditions, scene images captured severely suffer from poor contrast and visibility. Aiming at the problem, an improved method is proposed to overcome the dark region expansion quickly on dark-channel prior. By calculating difference of dark channel, the method can effectively distinguish the different depth of fields in adjacent area approximately and estimate transmissivity. Experimental results demonstrate that the new method provides more speed and higher dehazing quality than other techniques.