Application of 1-D discrete wavelet transform based compressed sensing matrices for speech compression

Application of 1-D discrete wavelet transform based compressed sensing matrices for speech compression

BACKGROUND Compressed sensing is a novel signal compression technique in which signal is compressed while sensing. The compressed signal is recovered with the only few numbers of observations compared to conventional Shannon-Nyquist sampling, and thus reduces the storage requirements. In this study, we have proposed the 1-D discrete wavelet transform (DWT) based sensing matrices for speech sign...

FPGA Design of Speech Compression by Using Discrete Wavelet Transform

This paper presents the Discrete Wavelet Transform (DWT) for real-world speech compression design by using the Field Programmable Gate Array (FPGA) device. Compared with many reports which only focused on the DWT architecture design, this paper gives the speech compression system design detail on how to interface DWT block with SDRAM and audio codec chip. Speech compression was achieved by keep...

Block Based Discrete Wavelet Transform for Image Compression

Image Compression Using Discrete Cosine Transform & Discrete Wavelet Transform

Image compression plays a vital role in digital image processing. The need for image compression becomes apparent when number of bits per image are computed resulting from typical sampling rates and. quantization methods. For example, the amount of storage required for given images is (i) a low resolution, TV quality, color video image which has 512 x 512 pixels/color,8 bits/pixel, and 3 colors...

Image Compression Using Discrete Wavelet Transform And Discrete Cosine Transform

The area of digital image processing has witness a great deal of development during the past few decades. Image compression is one of most important aspects of the fields. The paper presents simple and efficient algorithm for compressing image data, the algorithm involved using the glory wavelet transform technique, which was the most usable method for varied image processing field due to its r...