Please use this identifier to cite or link to this item: https://doi.org/10.1109/TCSVT.2011.2114210
Title: Sensor-assisted video encoding for mobile devices in real-world environments
Authors: Chen, X. 
Zhao, Z. 
Rahmati, A.
Wang, Y. 
Zhong, L.
Keywords: Accelerometer
digital compass
H.264/AVC
motion estimation
MPEG
sensor
video encoding
Issue Date: 2011
Source: Chen, X.,Zhao, Z.,Rahmati, A.,Wang, Y.,Zhong, L. (2011). Sensor-assisted video encoding for mobile devices in real-world environments. IEEE Transactions on Circuits and Systems for Video Technology 21 (3) : 335-349. ScholarBank@NUS Repository. https://doi.org/10.1109/TCSVT.2011.2114210
Abstract: In this paper, we present a comprehensive study on sensor-assisted video encoding (SaVE) schemes for video capturing on mobile devices in real-world environments. Our purpose is to reduce the computational complexity of video encoding by leveraging sensors that are increasingly available on mobile devices, e.g., accelerometers and digital compasses. Motion estimation is a key component of video encoding. In this paper, SaVE calculates the rotational movement of a camera (on mobile devices) and then infers the global motion in the camera imager. SaVE subsequently employs the estimated global motion as predictors to simplify motion estimation algorithms for state-of-the-art H.264/AVC video coding. We have constructed a prototype of SaVE and evaluated its performance with a pair of accelerometers, a digital compass, and their combination. Our experimental results show that SaVE can significantly reduce the computations of motion estimation while achieving equal or better video quality. Our results also show that SaVE has a strong noise-resistant capability. Therefore, it can be practically employed in real-world environments. © 2006 IEEE.
Source Title: IEEE Transactions on Circuits and Systems for Video Technology
URI: http://scholarbank.nus.edu.sg/handle/10635/39182
ISSN: 10518215
DOI: 10.1109/TCSVT.2011.2114210
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

SCOPUSTM   
Citations

10
checked on Dec 13, 2017

WEB OF SCIENCETM
Citations

7
checked on Nov 3, 2017

Page view(s)

64
checked on Dec 9, 2017

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.