Nowadays digital camera has frequently been used to picture. Taking picture digitaly has a lot of advantages in terms of media storage. But it is not flawless. Sometimes, the picture taken using digital camera are blurred because of the camera shake. Because of that reason, this research offers an application to recover the blurred image caused by camera shake using unsharp mask method. The result of this research shows that the unsharps method can change blurred image. However the change resulted using the method has not been significant enough. Keywords: Image Stabilizer, Unsharp Mask, Blurred Image, Camera Shake