DocumentCode
2431894
Title
Energy-aware video coding of multiple views via workload balancing
Author
Forte, Domenic ; Srivastava, Ankur
Author_Institution
Univ. of Maryland, College Park, MD, USA
fYear
2011
fDate
6-9 June 2011
Firstpage
295
Lastpage
302
Abstract
Video coding and compression reduce the storage space and/or the bandwidth required to transmit video. Multiview video systems make use of more than one camera to describe a scene and therefore demand more computing resources and energy consumption to compress and transmit video data. In this paper, we present an energy management framework for multiview systems that combines the two major video coding and compression paradigms: Predictive and Distributed Video Coding (PVC and DVC). The paradigms generally assume that the decoder (in PVC) and the encoder (in DVC) are resource constrained devices. However, there are a growing number of applications where resources are constrained at both encoder and decoder. Such scenarios cannot be handled due to the imbalance in PVC/DVC and demand a more flexible paradigm. In the proposed framework, video coding that combines PVC and DVC is used to balance multiview video coding workload between the video encoder and decoder in a way that maximizes system lifetime. Simulation results show that the proposed method can obtain a lifetime percentage increase of 58% and 30% on average and maintain video quality when compared to strict PVC and DVC systems respectively.
Keywords
data compression; decoding; encoding; energy consumption; energy management systems; video coding; decoder; distributed video coding; encoder; energy consumption; energy management; energy-aware video coding; multiple views; multiview video systems; predictive video coding; video compression; workload balancing; Cameras; Decoding; Encoding; Motion estimation; Silicon; Streaming media; Video coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Adaptive Hardware and Systems (AHS), 2011 NASA/ESA Conference on
Conference_Location
San Diego, CA
Print_ISBN
978-1-4577-0598-4
Electronic_ISBN
978-1-4577-0597-7
Type
conf
DOI
10.1109/AHS.2011.5963951
Filename
5963951
Link To Document