Title :
An image block compression method with high fidelity based on AWG algorithm
Author_Institution :
Sch. of Software Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
In the DCT-based image block compression, both mosaic and blurring effect exist, while, in the DWT-based ones, such as the traditional DWT, the DWCS meaning the DWT based on compressed sensing and the adaptive wavelet-based greedy (AWG) algorithm, the mosaic effect may be deleted but either the blurring may still exist or the spent time may be very long. Utilizing orthogonal wavelet transform matrix, this paper presents a kind of image block compression method based on AWG algorithm, which has the real time in block compression and the high fidelity in AWG compression. The experimental results prove that the algorithm is effective.
Keywords :
data compression; discrete wavelet transforms; greedy algorithms; image coding; image segmentation; matrix algebra; AWG compression; DCT-based image block compression; DWT; adaptive wavelet-based greedy algorithm; mosaic-blurring effect; orthogonal wavelet transform matrix; Discrete cosine transforms; Discrete wavelet transforms; Greedy algorithms; Image coding; Software algorithms; AWG algorithm; image block compression; wavelet transform matrix;
Conference_Titel :
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-8036-4
DOI :
10.1109/ICEICE.2011.5778278