A progressive region-based image compression technique is presented. T
his technique is based on the second-generation image compression para
digm, representing images as a union of homogeneous regions in harmony
with the characteristics of the human visual system. The technique is
progressive, allowing for an initial coarse version of the image to b
e reconstructed quickly from the compressed image data, and then refin
ed through to the desired degree of fidelity. This paper describes how
this technique can be applied to human face image archiving and retri
eval. Compression results are provided and comparison with the JPEG st
andard is undertaken. (C) 1996 SPIE and IS&T.