CAJ | 학술논문

压缩感知理论提出至今,学术界对其理论研究取得了重大的成果,并将其应用于各个领域.本文主要研究其量化方式,将网格编码量化(TCQ)方法应用于压缩感知的信号量化过程,基于压缩感知理论获取采样信号,采样信号运用网格编码量化方式量化,解码端对信号重构,重构使用2D正交匹配追踪算法.实验结果表明,该方法可以减少图像压缩时间,不影响压缩图像的质量.
압축감지이론제출지금,학술계대기이론연구취득료중대적성과,병장기응용우각개영역.본문주요연구기양화방식,장망격편마양화(TCQ)방법응용우압축감지적신호양화과정,기우압축감지이론획취채양신호,채양신호운용망격편마양화방식양화,해마단대신호중구,중구사용2D정교필배추종산법.실험결과표명,해방법가이감소도상압축시간,불영향압축도상적질량.
Compressive sensing has been applied to many areas, but the reaserch about quantizationg have less works The trellis coded quantization (TCQ) is applied to the signal quantization process of compressed sensing, The signal acquired with compressed sensing was qualified by trellis coded quantization, after that the original signal was reconstructed by us-ing 2D Orthogonal Matching Pursuit. The experimental results showed that the quantization method could effectively re-duce the time and keep the quality of image compression.