Block-Extraction and Haar Transform Based Linear Singularity Representation for Image Enhancement

Figure 5

Example of decomposing a group of 8 image blocks (upper row) with a Haar transform. The upper row shows the 8 extracted blocks, and the lower row shows Haar-transformed subbands.