DocumentCode
1560613
Title
A new error resilient coding scheme for JPEG image transmission based on data embedding and vector quantization
Author
Kang, Li-Wei ; Leou, Jin-Jang
Author_Institution
Dept. of Comput. Sci. & Inf. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
Volume
2
fYear
2003
fDate
6/25/1905 12:00:00 AM
Abstract
For an entropy-coded Joint Photographic Experts Group (JPEG) image, a transmission error in a codeword will not only affect the underlying codeword but also may affect subsequent codewords, resulting in a great degradation of the received image. In this study, a new error resilient coding scheme for JPEG image transmission based on data embedding and side-match vector quantization (VQ) is proposed. To cope with the synchronization problem, the restart capability of JPEG images is enabled. The objective of the proposed scheme is to recover high-quality JPEG images from the corresponding corrupted images. At the encoder, the important data (the codebook index) for each Y (U or V) block in a JPEG image are extracted and embedded into another "masking" Y (U or V) block in the image by the odd-even data embedding scheme. At the decoder, after all the corrupted blocks within a JPEG image are detected and located, if the important data for a corrupted block can be extracted correctly from the corresponding "masking" block, the extracted important data will be used to conceal, the corrupted block; otherwise, the side-match VQ technique is employed to conceal the corrupted block. Based on the simulation results, the performance of the proposed scheme is better than that of five existing approaches for comparison. The proposed scheme can recover high-quality JPEG images from the corresponding corrupted images up to a block loss rate of 30%.
Keywords
coding errors; discrete cosine transforms; entropy codes; error correction; error detection; image coding; synchronisation; vector quantisation; visual communication; JPEG image transmission; data embedding; entropy-coded JPEG image; error resilient coding scheme; high-quality JPEG image recovery; quantized DCT coefficients; restart capability; side-match VQ technique; side-match vector quantization; synchronization problem; transmission error; Computer errors; Computer science; Data mining; Decoding; Degradation; Error correction; Image coding; Image communication; Transform coding; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN
0-7803-7761-3
Type
conf
DOI
10.1109/ISCAS.2003.1206028
Filename
1206028
Link To Document