Block-based compressed sampling with non-linear coding for image transmission

Bin Liu, Wei Qiao, Zixiang Xiong, Gonzalo R. Arce, Javier Garcia-Frias

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Abstract

We propose a novel block-based image transmission system, which exploits the a prior information existing in the DCT domain of images and combines both linear and non-linear coding schemes accommodated to a block-based DCT domain compressed sampling method. An image is firstly divided into blocks and each block is separately sampled in DCT domain. Different coding schemes are used to transmit the samples based on their properties. With block-based strategy, each image block can be processed and transmitted separately, which reduces a lot of latency. Besides, an efficient system optimization algorithm is proposed by jointly optimizing the power allocation scheme and the transmission parameters to search for the maximum peak signal-to-noise ratio (PSNR) of the reconstructed image. Simulation results show that the proposed system provides a good performance with less latency.

Original languageEnglish
Title of host publication2012 IEEE 14th International Workshop on Multimedia Signal Processing, MMSP 2012 - Proceedings
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages59-64
Number of pages6
ISBN (Print)9781467345729
DOIs
Publication statusPublished - 2012
Externally publishedYes
EventIEEE International Workshop on Multimedia Signal Processing 2012 - Banff, Canada
Duration: 17 Sep 201219 Sep 2012
Conference number: 14th
https://ieeexplore.ieee.org/xpl/conhome/6331800/proceeding (Proceedings)

Conference

ConferenceIEEE International Workshop on Multimedia Signal Processing 2012
Abbreviated titleMMSP 2012
CountryCanada
CityBanff
Period17/09/1219/09/12
Internet address

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