Error resilience for block compressed sensing with multiple-channel transmission

doi:10.3390/app10010161

淡江大學機構典藏 > 全球發展學院 > 資訊創新與科技學系 > 期刊論文 > Item 987654321/117958

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题名:	Error resilience for block compressed sensing with multiple-channel transmission
作者:	Huang, H.-C.;Chen, P.-L.;Chang, F.-C.
关键词:	block compressed sensing;error resilience;reconstruction
日期:	2019-12-24
上传时间:	2020-01-06 12:10:31 (UTC+8)
摘要:	Compressed sensing is well known for its superior compression performance, in existing schemes, in lossy compression. Conventional research aims to reach a larger compression ratio at the encoder, with acceptable quality reconstructed images at the decoder. This implies looking for compression performance with error-free transmission between the encoder and the decoder. Besides looking at compression performance, we applied block compressed sensing to digital images for robust transmission. For transmission over lossy channels, error propagation or data loss can be expected, and protection mechanisms for compressed sensing signals are required for guaranteed quality of the reconstructed images. We propose transmitting compressed sensing signals over multiple independent channels for robust transmission. By introducing correlations with multiple-description coding, which is an effective means for error resilient coding, errors induced in the lossy channels can effectively be alleviated. Simulation results presented the applicability and superiority of performance, depicting the effectiveness of protection of compressed sensing signals.
關聯:	Applied Sciences 10(1), p.161
DOI:	10.3390/app10010161
显示于类别:	[資訊創新與科技學系] 期刊論文

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