Selective Error Detection for Error-Resilient Wavelet-Based Image Coding

This paper introduces the concept of a similarity check function for error-resilient multimedia data transmission. The proposed similarity check function provides information about the effects of corrupted data on the quality of the reconstructed image. The degree of data corruption is measured by t...

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Vydané v:IEEE transactions on image processing Ročník 16; číslo 12; s. 2936 - 2942
Hlavní autori: Karam, L.J., Tuyet-Trang Lam
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: New York, NY IEEE 01.12.2007
Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:
Algorithms
Applied sciences
Automatic repeat request
Binary symmetric channel
Channels
Cyclic redundancy check
Data Compression - methods
Data Interpretation, Statistical
data retransmission
Decoding
Detection, estimation, filtering, equalization, prediction
Error correction
Error correction codes
error detection
Exact sciences and technology
Forward error correction
Image coding
Image Enhancement - methods
Image Interpretation, Computer-Assisted - methods
Image processing
Image reconstruction
Image segmentation
image transmission
Information, signal and communications theory
Miscellaneous
Multimedia
Numerical Analysis, Computer-Assisted
perception
Protection
Receivers
Reproducibility of Results
Sensitivity and Specificity
Signal and communications theory
Signal processing
Signal Processing, Computer-Assisted
Signal, noise
Similarity
Simulation
Telecommunications and information theory
Visual
data retransmission
Binary channel
Similarity
Image processing
Data transmission
Image compression
Multimedia communication
perception
Image quality
Binary symmetric channel
Image coding
Simulation
Wavelet transformation
Noisy channel
Signal processing
Error detection
Error correction
Image transmission
Automatic repeat request
Signal to noise ratio
ISSN:1057-7149, 1941-0042
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Popis
Shrnutí:This paper introduces the concept of a similarity check function for error-resilient multimedia data transmission. The proposed similarity check function provides information about the effects of corrupted data on the quality of the reconstructed image. The degree of data corruption is measured by the similarity check function at the receiver, without explicit knowledge of the original source data. The design of a perceptual similarity check function is presented for wavelet-based coders such as the JPEG2000 standard, and used with a proposed ldquoprogressive similarity-based ARQrdquo (ProS-ARQ) scheme to significantly decrease the retransmission rate of corrupted data while maintaining very good visual quality of images transmitted over noisy channels. Simulation results with JPEG2000-coded images transmitted over the binary symmetric channel, show that the proposed ProS-ARQ scheme significantly reduces the number of retransmissions as compared to conventional ARQ-based schemes. The presented results also show that, for the same number of retransmitted data packets, the proposed ProS-ARQ scheme can achieve significantly higher PSNR and better visual quality as compared to the selective-repeat ARQ scheme.
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ISSN:1057-7149
1941-0042
DOI:10.1109/TIP.2007.909321