Abstract: This paper presents a novel way of predicting pixel values of grayscale images using dynamic arrays. It is shown that the predicted values are always near to zero and this method does use a sign bit. Predicted values are compressed using bitplane method starting from 8th bitplane to 5th bitplane. The results shown are encouraging and comparable with the existing results.