图像压缩 Resources

Showing items tagged with "图像压缩"

JPEG 2000 is a wavelet-transform-based image compression standard developed and maintained by the Joint Photographic Experts Group. It's widely considered the next-generation successor to DCT-based JPEG, offering higher compression ratios without blocky artifacts. JPEG 2000 files typically use .jp2 extension with MIME type image/jp2, supporting both lossy and lossless compression with advanced progressive decoding capabilities. Implementation typically involves discrete wavelet transform (DWT) algorithms followed by embedded block coding with optimized truncation (EBCOT).

MATLAB 230 views Tagged

This program implements compressive sensing for the LENA image. Program Author: Wei Sha, Department of Electrical and Electronic Engineering, The University of Hong Kong, wsha@eee.hku.hk

MATLAB 278 views Tagged

Wavelet transforms are applied in image processing for various tasks including image analysis, image compression, and image denoising. This article provides a concise overview of wavelet transform theory and introduces the wavelet analysis toolbox in MATLAB, with practical code implementation examples demonstrating key functions like wavedec2 for 2D decomposition and waverec2 for reconstruction.

MATLAB 211 views Tagged