Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Improving a Switched Vector Field Model for Pedestrian Motion Analysis Read chapter Read first chapter

2018 | OriginalPaper | Chapter

A Global Decoding Strategy with a Reduced-Reference Metric Designed for the Wireless Transmission of JPWL

Authors : Xinwen Xie, Philippe Carré, Clency Perrine, Yannis Pousset, Jianhua Wu, Nanrun Zhou

Published in: Advanced Concepts for Intelligent Vision Systems

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

A new global decoding strategy with Reduced-Reference (RR) metric is proposed to improve the Quality of Experience (QoE) in a wireless transmission context. The RR metric (FMRP) utilizes the magnitude and the relative phase information in the complex wavelet domain as the evaluation features. It determines the number of decoder layers to achieve the goal of evaluating the image in a consistent way with the Human Visual system (HVS). To evaluate the performance of the decoding strategy, we collected some distorted images in realistic channel attacks and recruited volunteers to do a large psychovisual test. The distorted images and the classification data of voluntary assessors are integrated into a database which is in a realistic wireless channel context quite different from the classic database. Experimental studies confirm that the decoding strategy is effective and improves the QoE while ensuring the Quality of Service (QoS).

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter An Application of Data Compression Models to Handwritten Digit Classification
next chapter Reconfigurable FPGA Implementation of the AVC Quantiser and De-quantiser Blocks
Literature
1.
Wang, Z., Bovik, A.C., Sheikh, H.R., Simoncelli, E.P.: Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13, 600–612 (2004)CrossRef
2.
Wang, Z., Simoncelli, E.P., Bovik, A.C.: Multiscale structural similarity for image quality assessment. In: Conference Record of the Thirty-Seventh Asilomar Conference on Signals, Systems and Computers, vol. 1392, pp. 1398–1402 (2004)
3.
Zhang, L., Zhang, L., Mou, X., Zhang, D.: FSIM: a feature similarity index for image quality assessment. IEEE Trans. Image Process. 20, 2378–2386 (2011)MathSciNetCrossRefMATH
4.
Wang, Z., Simoncelli, E.P.: Reduced-reference image quality assessment using a wavelet-domain natural image statistic model. In: Human Vision and Electronic Imaging X, pp. 149–160. International Society for Optics and Photonics (2005)
5.
Dufaux, F., Nicholson, D.: JPWL: JPEG 2000 for wireless applications. In: Applications of Digital Image Processing XXVII, pp. 309–319. International Society for Optics and Photonics (2004)
6.
Abot, J., Olivier, C., Perrine, C., Pousset, Y.: A link adaptation scheme optimized for wireless JPEG 2000 transmission over realistic MIMO systems. Sig. Process. Image Commun. 27, 1066–1078 (2012)CrossRef
7.
Abot, J., et al.: A robust content-based JPWL transmission over a realistic MIMO channel under perceptual constraints. In: 2011 18th IEEE International Conference on Image Processing (ICIP), pp. 3241–3244. IEEE (2011)
8.
Kingsbury, N.: Complex wavelets for shift invariant analysis and filtering of signals. Appl. Comput. Harmon. Anal. 10, 234–253 (2001)MathSciNetCrossRefMATH
9.
An, V., Oraintara, S.: A study of relative phase in complex wavelet domain: property, statistics and applications in texture image retrieval and segmentation. Sig. Process. Image Commun. 25, 28–46 (2010)CrossRef
10.
Dietterich, T.G., Bakiri, G.: Solving multiclass learning problems via error-correcting output codes. J. Artif. Intell. Res. 2, 263–286 (1994)CrossRefMATH
11.
Chartois, Y., Pousset, Y., Vauzelle, R.: A SISO and MIMO radio channel characterization with a 3D ray tracing propagation model in urban environment. In: European Conference on Propagation and Systems, p. 8 (2005)
12.
Tutorial, I.: Objective perceptual assessment of video quality: full reference television. In: ITU-T Telecommunication Standardization Bureau (2004)
13.
Sheikh, H.R., Sabir, M.F., Bovik, A.C.: A statistical evaluation of recent full reference image quality assessment algorithms. IEEE Trans. Image Process. 15, 3440–3451 (2006)CrossRef
14.
Wang, Z., Wu, G., Sheikh, H.R., Simoncelli, E.P., Yang, E.H., Bovik, A.C.: Quality-aware images. IEEE Trans. Image Process. 15, 1680–1689 (2006)CrossRef
15.
Lin, Z., Tao, J., Zheng, Z.: Reduced-reference image quality assessment based on average directional information. In: IEEE International Conference on Signal Processing, pp. 787–791 (2015)
16.
Lin, Z., Zheng, Z., Guo, R., Pei, L.: Reduced-reference image quality assessment based on phase information in complex wavelet domain, pp. 966–971 (2015)
17.
18.
19.
Traoré, A., Carré, P., Olivier, C.: Quaternionic wavelet coefficients modeling for a reduced-reference metric. Sig. Process. Image Commun. 36, 127–139 (2015)CrossRef
Metadata
Title
A Global Decoding Strategy with a Reduced-Reference Metric Designed for the Wireless Transmission of JPWL
Authors
Xinwen Xie
Philippe Carré
Clency Perrine
Yannis Pousset
Jianhua Wu
Nanrun Zhou
Copyright Year
2018
Book
Advanced Concepts for Intelligent Vision Systems

Print ISBN: 978-3-030-01448-3

Electronic ISBN: 978-3-030-01449-0

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-030-01449-0_42

Premium Partner

    Image Credits