Title
Efficient bitrate reduction using a Game Attention Model in cloud gaming
Abstract
Cloud gaming is a new promising service which combines the advantages of cloud computing and online gaming. The concept of cloud gaming is to render a game on a cloud server and stream its scenes to the player as a video sequence over a broadband connection. In order to attract more customers and increase profitability, one needs an efficient and scalable framework to address the heterogeneity and constraints of client devices as well as the network infrastructure. In this paper, we introduce the concept of Game Attention Model (GAM), which is basically a hybrid visual attention model, as a means for reducing the bit rate of the streaming video more efficiently. GAM estimates the importance of each macro-block in a game frame from the player's perspective and allows encoding less important macro-blocks with lower bit-rate. Subjective assessment shows that by integrating this model into a cloud gaming framework, it is possible to decrease the required bit rate by nearly 50 percent in average, while maintaining a relatively high user quality of experience.
Year
DOI
Venue
2013
10.1109/HAVE.2013.6679619
Haptic Audio Visual Environments and Games
Keywords
Field
DocType
cloud computing,computer games,image sequences,quality of experience,video coding,video streaming,gam,bitrate reduction,broadband connection,client devices,cloud gaming framework,cloud server,game attention model,game player perspective,hybrid visual attention model,macroblock encoding,network infrastructure,online gaming,scene streaming,subjective assessment,user quality of experience,video sequence,bit rate reduction,cloud gaming,content-aware video coding,visual attention model
Computer science,Computer network,Broadband,Profitability index,Cloud gaming,Quality of experience,Multimedia,Lag,Cloud computing,Encoding (memory),Scalability
Conference
ISBN
Citations 
PageRank 
978-1-4799-0848-6
10
0.66
References 
Authors
7
4
Name
Order
Citations
PageRank
Hamed Ahmadi1100.66
Sepideh Khoshnood2100.66
Mahmoud Reza Hashemi313127.70
Shervin Shirmohammadi41066125.81