1. A dequantizer for reconstructing original transform cofficients from quantized transform coefficients from an original, decompressed image, comprising: means for receiving the quantized transform coefficients; and means for reconstructing the dequantized transform coefficients from the received quantized transform coefficients by selecting transform coefficients that minimizes a cost function indicating a smoothness of the original decompressed image.