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11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA'05)
Priority-Driven Coding of Progressive JPEG Images for Transmission in Real-Time Applications
Hong Kong, China
August 17-August 19
ISBN: 0-7695-2346-3
Albert Mo Kim Cheng, University of Houston
Feng Shang, University of Houston
Since high-quality image/video systems based on the JPEG/MPEG compression standards often require power-expensive implementations at relatively high bit-rates, they have not been widely used in low-power wireless applications. To alleviate this problem, we designed, implemented, and evaluated a strategy that can adapt to different compression and transmission rates. (1) It gives important parts of an image higher priority over unimportant parts. Therefore, the high-priority parts can achieve high image quality, while the low-priority parts, with a slight sacrifice of quality, can achieve huge compression rate and thus save the power/energy of a low-power wireless system. (2) We also introduce a priority-driven scheduling approach into our coding algorithm, which makes the transmission of important parts earlier with more data than other parts. Through a balanced trade-off between the available time/bandwidth/power and the image quality, this adaptive strategy can satisfy users with desired images quality and lead to a significant reduction of the important parts? deadline misses.
Citation:
Albert Mo Kim Cheng, Feng Shang, "Priority-Driven Coding of Progressive JPEG Images for Transmission in Real-Time Applications," rtcsa, pp.129-134, 11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA'05), 2005
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