scholarly journals Novel Side Information Generation Algorithm of Multiview Distributed Video Coding for Multimedia Sensor Networks

2012 ◽  
Vol 8 (11) ◽  
pp. 582403 ◽  
Author(s):  
Fu Xiao ◽  
Jinkai Liu ◽  
Jian Guo ◽  
Linfeng Liu
Keyword(s):  
Sensor Networks ◽  
Video Coding ◽  
Side Information ◽  
Distributed Video Coding ◽  
Generation Algorithm ◽  
Multimedia Sensor Networks ◽  
Information Generation

Robust distributed video coding for wireless multimedia sensor networks

2017 ◽  
Vol 77 (4) ◽  
pp. 4453-4475 ◽  
Author(s):  
Hong Yang ◽  
Linbo Qing ◽  
Xiaohai He ◽  
Xianfeng Ou ◽  
Xiaojuan Liu
Keyword(s):  
Sensor Networks ◽  
Video Coding ◽  
Distributed Video Coding ◽  
Wireless Multimedia Sensor Networks ◽  
Wireless Multimedia ◽  
Multimedia Sensor Networks

scholarly journals Side Information Generation Scheme Based on Coefficient Matrix Improvement Model in Transform Domain Distributed Video Coding

Entropy ◽  
2020 ◽  
Vol 22 (12) ◽  
pp. 1427
Author(s):  
Wei Wang ◽  
Jianhua Chen
Keyword(s):  
Video Coding ◽  
Side Information ◽  
Coefficient Matrix ◽  
Distributed Video Coding ◽  
Transform Domain ◽  
Entropy Coding ◽  
Coding System ◽  
Optical Flow Method ◽  
Information Generation

In order to effectively improve the quality of side information in distributed video coding, we propose a side information generation scheme based on a coefficient matrix improvement model. The discrete cosine transform coefficient bands of the Wyner–Ziv frame at the encoder side are divided into entropy coding coefficient bands and distributed video coding coefficient bands, and then the coefficients of entropy coding coefficient bands are sampled, which are divided into sampled coefficients and unsampled coefficients. For sampled coefficients, an adaptive arithmetic encoder is used for lossless compression. For unsampled coefficients and the coefficients of distributed video coding coefficient bands, the low density parity check accumulate encoder is used to calculate the parity bits, which are stored in the buffer and transmitted in small amount upon decoder request. At the decoder side, the optical flow method is used to generate the initial side information, and the initial side information is improved according to the sampled coefficients by using the coefficient matrix improvement model. The experimental results demonstrate that the proposed side information generation scheme based on the coefficient matrix improvement model can effectively improve the quality of side information, and the quality of the generated side information is improved by about 0.2–0.4 dB, thereby improving the overall performance of the distributed video coding system.

Decoder driven side information generation using ensemble of MLP networks for distributed video coding

2017 ◽  
Vol 77 (12) ◽  
pp. 15221-15250 ◽  
Author(s):  
Bodhisattva Dash ◽  
Suvendu Rup ◽  
Anjali Mohapatra ◽  
Banshidhar Majhi ◽  
M. N. S. Swamy
Keyword(s):  
Video Coding ◽  
Side Information ◽  
Distributed Video Coding ◽  
Information Generation
Sign in / Sign up

Export Citation Format

Share Document