1. An apparatus, comprising: an encoder for encoding image data for at least a portion of a picture using a quantization parameter predictor for a current quantization parameter to be applied to the image data, the quantization parameter predictor being determined using multiple quantization parameters from previously coded neighboring portions, wherein a difference between the current quantization parameter and the quantization parameter predictor is encoded for signaling to a corresponding decoder.