LDPC-Based Iterative Joint Source-Channel Decoding for JPEG2000
A framework is proposed for iterative joint source-channel decoding of JPEG2000 codestreams. At the encoder, JPEG2000 is used to perform source coding with certain error-resilience (ER) modes, and LDPC codes are used to perform channel coding. During decoding, the source decoder uses the ER modes to...
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| Vydáno v: | IEEE transactions on image processing Ročník 16; číslo 2; s. 577 - 581 |
|---|---|
| Hlavní autoři: | , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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New York, NY
IEEE
01.02.2007
Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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| ISSN: | 1057-7149, 1941-0042 |
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| Abstract | A framework is proposed for iterative joint source-channel decoding of JPEG2000 codestreams. At the encoder, JPEG2000 is used to perform source coding with certain error-resilience (ER) modes, and LDPC codes are used to perform channel coding. During decoding, the source decoder uses the ER modes to identify corrupt sections of the codestream and provides this information to the channel decoder. Decoding is carried out jointly in an iterative fashion. Experimental results indicate that the proposed method requires fewer iterations and improves overall system performance |
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| AbstractList | A framework is proposed for iterative joint source-channel decoding of JPEG2000 codestreams. At the encoder, JPEG2000 is used to perform source coding with certain error-resilience (ER) modes, and LDPC codes are used to perform channel coding. During decoding, the source decoder uses the ER modes to identify corrupt sections of the codestream and provides this information to the channel decoder. Decoding is carried out jointly in an iterative fashion. Experimental results indicate that the proposed method requires fewer iterations and improves overall system performance.A framework is proposed for iterative joint source-channel decoding of JPEG2000 codestreams. At the encoder, JPEG2000 is used to perform source coding with certain error-resilience (ER) modes, and LDPC codes are used to perform channel coding. During decoding, the source decoder uses the ER modes to identify corrupt sections of the codestream and provides this information to the channel decoder. Decoding is carried out jointly in an iterative fashion. Experimental results indicate that the proposed method requires fewer iterations and improves overall system performance. A framework is proposed for iterative joint source-channel decoding of JPEG2000 codestreams. At the encoder, JPEG2000 is used to perform source coding with certain error-resilience (ER) modes, and LDPC codes are used to perform channel coding. During decoding, the source decoder uses the ER modes to identify corrupt sections of the codestream and provides this information to the channel decoder. Decoding is carried out jointly in an iterative fashion. Experimental results indicate that the proposed method requires fewer iterations and improves overall system performance A framework is proposed for iterative joint source-channel decoding of JPEG2000 codestreams. At the encoder, JPEG2000 is used to perform source coding with certain error-resilience (ER) modes, and LDPC codes are used to perform channel coding. During decoding, the source decoder uses the ER modes to identify corrupt sections of the codestream and provides this information to the channel decoder. Decoding is carried out jointly in an iterative fashion. Experimental results indicate that the proposed method requires fewer iterations and improves overall system performance. |
| Author | Bilgin, A. Lingling Pu Zhenyu Wu Vasic, B. Marcellin, M.W. |
| Author_xml | – sequence: 1 surname: Lingling Pu fullname: Lingling Pu organization: Dept. of Electr. & Comput. Eng., Arizona Univ., Tucson, AZ – sequence: 2 surname: Zhenyu Wu fullname: Zhenyu Wu – sequence: 3 givenname: A. surname: Bilgin fullname: Bilgin, A. – sequence: 4 givenname: M.W. surname: Marcellin fullname: Marcellin, M.W. – sequence: 5 givenname: B. surname: Vasic fullname: Vasic, B. |
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| Keywords | Performance evaluation JPEG2000 Source coding Image processing Error resilience (ER) Coding errors LDPC Iterative method Image compression Decoding Channel coding Joint source channel coding Image coding Wavelet transformation Signal processing Error detection Parity check codes Error correcting code Error correction joint source/channel coding |
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| SubjectTerms | Algorithms Applied sciences Arithmetic Channel coding Channels Coders Coding Coding, codes Computer Graphics Decoders Decoding Encoders Erbium Error correction Error correction codes Error resilience (ER) Exact sciences and technology Image coding Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Image processing Information Storage and Retrieval - methods Information, signal and communications theory Iterative decoding joint source/channel coding JPEG2000 LDPC Miscellaneous Numerical Analysis, Computer-Assisted Parity check codes Performance enhancement Signal and communications theory Signal processing Signal Processing, Computer-Assisted Source coding Telecommunications and information theory Transform coding |
| Title | LDPC-Based Iterative Joint Source-Channel Decoding for JPEG2000 |
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