Title :
Error concealment using joint multiple description Lloyd-max quantization and network coding
Author :
Farzamnia, Ali ; Yusof, Sharifah K. Syed ; Fisal, Norsheila ; Lahiji, Mohammadreza Askaripour ; Maqbool, Wajahat
Author_Institution :
MIMOS Centre of Excellence, Univ. Teknol. Malaysia (UTM), Skudai, Malaysia
Abstract :
Multiple Description Coding (MDC) is a useful source coding method for concealing error in lossy networks. Network coding (NC) permits intermediate nodes within a network to apply algebraic mathematic process on independent streams in transmitter and receiver. This paper attempts to protect data and conceal errors happen in the network by joining MDC and p-cycle NC. First, input data (image) is zero padded and downsampled to four subimages. Then Wavelet and Lloyd-max quantization is applied to subimages. Later, four compressed and coded descriptions are transmitted through network and p-cycle network coding is applied to them in the network. Any lost description can be recovered exactly at the receiver part. In this method, no feedback system is needed. Results show that in the fixed bit rate, the PSNR (Peak Signal to Noise Ratio) of our reconstructed image and also subjective evaluation is better than previous work. Furthermore, proposed method has high throughput compared to another work.
Keywords :
algebra; error statistics; image coding; image reconstruction; network coding; radio receivers; radio transmitters; source coding; visual communication; wavelet transforms; MDC; PSNR; algebraic mathematic process; bit rate; coded descriptions; compressed descriptions; data protection; error concealment; feedback system; independent streams; joint multiple description Lloyd-max quantization; lossy networks; multiple description coding; p-cycle NC; p-cycle network coding; peak signal to noise ratio; receiver; reconstructed image; source coding method; transmitter; wavelet and Lloyd-max quantization; Clocks; Encoding; Image reconstruction; Network coding; PSNR; Quantization (signal); Receivers; Lloyd-max Quantization; Multiple Description Coding; P-cycle Network Coding; Wavelet Transform; Zero Padding;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2013 10th International Conference on
Conference_Location :
Krabi
Print_ISBN :
978-1-4799-0546-1
DOI :
10.1109/ECTICon.2013.6559666