Distributed compressive video sensing: A review of the state-of-the-art architectures

Imran, N., Boon-Chong, S. and Fong, A.C.M. (2012) Distributed compressive video sensing: A review of the state-of-the-art architectures. In: 19th International Conference on Mechatronics and Machine Vision in Practice (M2VIP), Auckland, NZ, 28-30 Nov. 2012, pp. 68-73.

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: Conference Proceedings
• Status: Published
• Refereed: Yes
• Glasgow Author(s) Enlighten ID: Fong, Dr Alvis Cheuk Min
• Authors: Imran, N., Boon-Chong, S., and Fong, A.C.M.
• College/School: College of Science and Engineering > School of Computing Science