NON-NEGATIVE MATRIX FACTORIZATION(NMF) IMAGE COMPRESSION SCHEME IN WSN скачать в хорошем качестве

NON-NEGATIVE MATRIX FACTORIZATION(NMF) IMAGE COMPRESSION SCHEME IN WSN

This project is addressing the issue of image compression in wireless multimedia sensor networks(WSN) with high recovered quality and low energy consumption, image compression and transmission scheme based on non-negative matrix factorization (NMF) is proposed in this paper. First, a collaborative mechanism of image capture, block, compression, and transmission is completed. Then the NMF algorithm is designed using Matlab Program and tested with Matlab 2017 version in windows operating system with Intel I7 Processor with 16 GB Ram. The Simulation results are listed below for the input image Lena and size 512*512. NMF Iteration Block 64 PSNR ---------------------------------------------------------------- 10 15.8742 50 30.4807 90 31.2048 130 31.41 170 31.4718 ---------------------------------------------------------------- NMF Iteration Block 256 PSNR ---------------------------------------------------------------- 10 27.326 50 59.6842 90 61.2764 130 62.2822 170 62.4155 Reference Paper: An of Image Compression Scheme in Wireless Multimedia Sensor Networks Based on NMF Author’s Name: Shikang Kong, Lijuan Sun, Chong Han and Jian Guo Source: MDPI Year:2017 Request source code for academic purpose, fill REQUEST FORM below or contact +91 7904568456 by WhatsApp, fee applicable. http://www.verilogcourseteam.com/requ... Like our Facebook Page:  / verilogcourseteam   Subscribe:   / verilogcourseteamelectricalprojects   Subscribe:   / @verilogcourseteammatlabproject   Subscribe:   / verilogcourseteam