Joint source/channel coding for image transmission with JPEG2000 over memoryless channels

Zhenyu Wu; Ali Bilgin; Michael W. Marcellin

doi:10.1109/TIP.2005.851681

Joint source/channel coding for image transmission with JPEG2000 over memoryless channels

Zhenyu Wu, Ali Bilgin, Michael W. Marcellin

Research output: Contribution to journal › Article › peer-review

39 Scopus citations

Abstract

The high compression efficiency and various features provided by JPEG2000 make it attractive for image transmission purposes. A novel joint source/channel coding scheme tailored for JPEG2000 is proposed in this paper to minimize the end-to-end image distortion within a given total transmission rate through memoryless channels. It provides unequal error protection by combining the forward error correction capability from channel codes and the error detection/localization functionality from JPEG2000 in an effective way. The proposed scheme generates quality scalable and error-resilient codestreams. It gives competitive performance with other existing schemes for JPEG2000 in the matched channel condition case and provides more graceful quality degradation for mismatched cases. Furthermore, both fixed-length source packets and fixed-length channel packets can be efficiently formed with the same algorithm.

Original language	English (US)
Pages (from-to)	1020-1032
Number of pages	13
Journal	IEEE Transactions on Image Processing
Volume	14
Issue number	8
DOIs	https://doi.org/10.1109/TIP.2005.851681
State	Published - Aug 2005

Keywords

Error resilient source coding
JPEG2000
Joint source/channel coding (JSCC)
Unequal error protection (UEP)

ASJC Scopus subject areas

Software
Computer Graphics and Computer-Aided Design

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10.1109/TIP.2005.851681

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@article{85661c24cfdd4542a011635dd37b90c7,

title = "Joint source/channel coding for image transmission with JPEG2000 over memoryless channels",

abstract = "The high compression efficiency and various features provided by JPEG2000 make it attractive for image transmission purposes. A novel joint source/channel coding scheme tailored for JPEG2000 is proposed in this paper to minimize the end-to-end image distortion within a given total transmission rate through memoryless channels. It provides unequal error protection by combining the forward error correction capability from channel codes and the error detection/localization functionality from JPEG2000 in an effective way. The proposed scheme generates quality scalable and error-resilient codestreams. It gives competitive performance with other existing schemes for JPEG2000 in the matched channel condition case and provides more graceful quality degradation for mismatched cases. Furthermore, both fixed-length source packets and fixed-length channel packets can be efficiently formed with the same algorithm.",

keywords = "Error resilient source coding, JPEG2000, Joint source/channel coding (JSCC), Unequal error protection (UEP)",

author = "Zhenyu Wu and Ali Bilgin and Marcellin, {Michael W.}",

note = "Funding Information: Manuscript received October 27, 2003; revised August 17, 2004. This work was supported in part by the National Science Foundation under Grants CCR-9979310 and ANI-0325979. The associate editor coordinating the review of this manuscript and approving it for publication was Dr. Til Aach.",

year = "2005",

month = aug,

doi = "10.1109/TIP.2005.851681",

language = "English (US)",

volume = "14",

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journal = "IEEE Transactions on Image Processing",

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AU - Wu, Zhenyu

AU - Bilgin, Ali

AU - Marcellin, Michael W.

N1 - Funding Information: Manuscript received October 27, 2003; revised August 17, 2004. This work was supported in part by the National Science Foundation under Grants CCR-9979310 and ANI-0325979. The associate editor coordinating the review of this manuscript and approving it for publication was Dr. Til Aach.

PY - 2005/8

Y1 - 2005/8

N2 - The high compression efficiency and various features provided by JPEG2000 make it attractive for image transmission purposes. A novel joint source/channel coding scheme tailored for JPEG2000 is proposed in this paper to minimize the end-to-end image distortion within a given total transmission rate through memoryless channels. It provides unequal error protection by combining the forward error correction capability from channel codes and the error detection/localization functionality from JPEG2000 in an effective way. The proposed scheme generates quality scalable and error-resilient codestreams. It gives competitive performance with other existing schemes for JPEG2000 in the matched channel condition case and provides more graceful quality degradation for mismatched cases. Furthermore, both fixed-length source packets and fixed-length channel packets can be efficiently formed with the same algorithm.

AB - The high compression efficiency and various features provided by JPEG2000 make it attractive for image transmission purposes. A novel joint source/channel coding scheme tailored for JPEG2000 is proposed in this paper to minimize the end-to-end image distortion within a given total transmission rate through memoryless channels. It provides unequal error protection by combining the forward error correction capability from channel codes and the error detection/localization functionality from JPEG2000 in an effective way. The proposed scheme generates quality scalable and error-resilient codestreams. It gives competitive performance with other existing schemes for JPEG2000 in the matched channel condition case and provides more graceful quality degradation for mismatched cases. Furthermore, both fixed-length source packets and fixed-length channel packets can be efficiently formed with the same algorithm.

KW - Error resilient source coding

KW - JPEG2000

KW - Joint source/channel coding (JSCC)

KW - Unequal error protection (UEP)

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Joint source/channel coding for image transmission with JPEG2000 over memoryless channels

Abstract

Keywords

ASJC Scopus subject areas

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