Title :
A robust content-based JPWL transmission over a realistic MIMO channel under perceptual constraints
Author :
Abot, J. ; Nauge, M. ; Perrine, C. ; Larabi, C. ; Bergeron, C. ; Pousset, Y. ; Olivier, C.
Author_Institution :
XLIM-SIC Lab., Univ. of Poitiers, Poitiers, France
Abstract :
This paper proposes a global approach of JPWL (ISO/IEC 15444-11) image transmission over a realistic wireless channel able to ensure the best Quality of Service (QoS). In order to exploit the channel diversity, we consider a Closed-Loop MIMO-OFDM scheme with different precoder designs. In particular, the high flexibility of QoS precoder allows taking into account the scalability of JPWL jointly with the instantaneous MIMO channel status. This increases the visual quality of received images. The monitoring of the quality is made by a reduced-reference metric (QIP) based on object´s saliency and interest point, both linked to human perception. It is performed in association with a robust JPWL decoder to determine the optimal decoding configuration in terms of PSNR. The proposed scheme provides very good results and its performance is shown through a realistic wireless channel.
Keywords :
MIMO communication; OFDM modulation; diversity reception; image coding; quality of service; visual communication; wireless channels; ISO/IEC 15444-11; JPWL decoder; MIMO channel; PSNR; QoS; channel diversity; closed-loop MIMO-OFDM scheme; content-based JPWL transmission; human perception; image transmission; perceptual constraints; precoder designs; quality of service; wireless channel; MIMO; Maximum likelihood decoding; Measurement; PSNR; Quality of service; Robustness; MIMO-OFDM; interest points; precoder design; realistic wireless channel; reduced-reference metric;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116360