A review of the state-of-the-art distributed compressive video sensing architectures

Imran, N., Seet, B. C. and Fong, A.C.M. (2014) A review of the state-of-the-art distributed compressive video sensing architectures. International Journal of Computer Applications in Technology, 50(1/2), pp. 3-17. (doi: 10.1504/IJCAT.2014.063904)

Abstract

Low complexity video coding that provides efficient compression with reasonable reconstruction quality has been a desired requirement for resource-constrained video sensors in distributed vision-based sensing applications. In this paper, we present a review of the state-of-the-art codec architectures based on distributed compressive video sensing (DCVS), which is a relatively new video coding paradigm that integrates the techniques of distributed video coding (DVC) and compressive sensing (CS). The review includes a comparative discussion of several well-known DCVS architectures in literature with a focus on their functional aspects, and suggests a number of possible enhancements to the design of these architectures.

• Item Type: Articles
• Status: Published
• Refereed: Yes
• Glasgow Author(s) Enlighten ID: Fong, Dr Alvis Cheuk Min
• Authors: Imran, N., Seet, B. C., and Fong, A.C.M.
• College/School: College of Science and Engineering > School of Computing Science
• Journal Name: International Journal of Computer Applications in Technology
• Publisher: Interscience
• ISSN: 0952-8091
• ISSN (Online): 1741-5047