کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
846474 909204 2013 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An improved wavelet image lossless compression algorithm
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
An improved wavelet image lossless compression algorithm
چکیده انگلیسی

The wavelet transform divides image into different but interrelated multi-resolution and multi-level sub-bands, so quantization coding strategy of image wavelet coefficient has great flexibility. To address to energy aggregation and correlated features of image wavelet coefficient, Hilbert and singular value truncating were introduced to wavelet to propose an Improved Wavelet Lossless Compression Algorithm (IWLCA). It mainly performs classification rearrangement on low-frequency sub-band coefficient of wavelet image in accordance with Hilbert curve, but conducts singular value truncating transform on high-frequency coefficient. Then entropy encoding was combined to implement lossless image compression. Experimental results show that IWLCA has high encoding efficiency, which can also effectively reduce encoding bit rate of lossless image compression. Compared with mainstream lossless algorithms as JPEG-LS and JPEG 2000, the compression rate was significantly improved.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Optik - International Journal for Light and Electron Optics - Volume 124, Issue 11, June 2013, Pages 1041–1044
نویسندگان
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