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Acceleration method for realizing inverse wavelet transform in JPEG2000 decompression algorithm by using GPU

The invention discloses an acceleration method for realizing inverse wavelet transform in an JPEG2000 decompression algorithm by using a GPU. The method comprises the following steps: firstly, performing optimized storage for inverse wavelet transform coefficients in a shard memory by using the advantage that the GPU shared memory is high in access speed; and secondly, adopting a parallel processing mode that one block processes a line (column) of pixels according to the characteristics that the line-line processing and column-column processing in the inverse wavelet transform process are independent of each other, adopting a parallel processing mode that one thread processes a plurality of pixels according to the characteristics that the processing of the same line (column) of pixels has dependence, but part of the processing procedure can still be parallel, and completing the inverse wavelet transform in a horizontal direction and a vertical direction. According to the inverse wavelet transform acceleration method disclosed by the invention, the advantages that the GPU has a large number of cores and is suitable for parallel computation are fully used, and the decompression speed of JEPG2000 can be improved effectively; and moreover, the algorithm structure is simple and reasonable, and is easy to implement on the GPU.
Owner:SHANDONG JIAOTONG UNIV
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