Improved SMVQ scheme with edge-directed prediction

Chin Chen Chang; Yi Hui Chen; Kuan Ming Li

doi:10.1109/IIH-MSP.2006.265060

Improved SMVQ scheme with edge-directed prediction

Chin Chen Chang^*, Yi Hui Chen, Kuan Ming Li

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

The side-match vector quantization (SMVQ) technique has been widely used in various image compression and hiding techniques. It effectively decreases the bit rates of image with a great compressed quality. However, the prediction is not precise while the variation between the encoded block and its neighboring upper and left blocks is large. Due to the imprecision will cause derailment problem, to solve this problem, this paper proposed an EDPSMVQ scheme which is based on edge-directed prediction (EDP) to precisely predict the side-match pixels avoiding the derailment problem. The experimental results showed that the scheme achieves a high compression ratio with an acceptable image quality.

Original language	English
Title of host publication	Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006
Pages	541-544
Number of pages	4
DOIs	https://doi.org/10.1109/IIH-MSP.2006.265060
State	Published - 2006
Externally published	Yes
Event	2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006 - Pasadena, CA, United States Duration: 18 12 2006 → 20 12 2006

Publication series

Name	Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006

Conference

Conference	2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006
Country/Territory	United States
City	Pasadena, CA
Period	18/12/06 → 20/12/06

Access to Document

10.1109/IIH-MSP.2006.265060

Cite this

Chang, C. C., Chen, Y. H., & Li, K. M. (2006). Improved SMVQ scheme with edge-directed prediction. In Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006 (pp. 541-544). Article 4041780 (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006). https://doi.org/10.1109/IIH-MSP.2006.265060

Chang, Chin Chen ; Chen, Yi Hui ; Li, Kuan Ming. / Improved SMVQ scheme with edge-directed prediction. Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006. 2006. pp. 541-544 (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006).

@inproceedings{3b82063e57c34ddb9fbbe9b6ad3769a6,

title = "Improved SMVQ scheme with edge-directed prediction",

abstract = "The side-match vector quantization (SMVQ) technique has been widely used in various image compression and hiding techniques. It effectively decreases the bit rates of image with a great compressed quality. However, the prediction is not precise while the variation between the encoded block and its neighboring upper and left blocks is large. Due to the imprecision will cause derailment problem, to solve this problem, this paper proposed an EDPSMVQ scheme which is based on edge-directed prediction (EDP) to precisely predict the side-match pixels avoiding the derailment problem. The experimental results showed that the scheme achieves a high compression ratio with an acceptable image quality.",

author = "Chang, {Chin Chen} and Chen, {Yi Hui} and Li, {Kuan Ming}",

year = "2006",

doi = "10.1109/IIH-MSP.2006.265060",

language = "英语",

isbn = "0769527450",

series = "Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006",

pages = "541--544",

booktitle = "Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006",

note = "2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006 ; Conference date: 18-12-2006 Through 20-12-2006",

}

Chang, CC, Chen, YH & Li, KM 2006, Improved SMVQ scheme with edge-directed prediction. in Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006., 4041780, Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006, pp. 541-544, 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006, Pasadena, CA, United States, 18/12/06. https://doi.org/10.1109/IIH-MSP.2006.265060

Improved SMVQ scheme with edge-directed prediction. / Chang, Chin Chen; Chen, Yi Hui; Li, Kuan Ming.
Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006. 2006. p. 541-544 4041780 (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Chang, Chin Chen

AU - Chen, Yi Hui

AU - Li, Kuan Ming

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N2 - The side-match vector quantization (SMVQ) technique has been widely used in various image compression and hiding techniques. It effectively decreases the bit rates of image with a great compressed quality. However, the prediction is not precise while the variation between the encoded block and its neighboring upper and left blocks is large. Due to the imprecision will cause derailment problem, to solve this problem, this paper proposed an EDPSMVQ scheme which is based on edge-directed prediction (EDP) to precisely predict the side-match pixels avoiding the derailment problem. The experimental results showed that the scheme achieves a high compression ratio with an acceptable image quality.

AB - The side-match vector quantization (SMVQ) technique has been widely used in various image compression and hiding techniques. It effectively decreases the bit rates of image with a great compressed quality. However, the prediction is not precise while the variation between the encoded block and its neighboring upper and left blocks is large. Due to the imprecision will cause derailment problem, to solve this problem, this paper proposed an EDPSMVQ scheme which is based on edge-directed prediction (EDP) to precisely predict the side-match pixels avoiding the derailment problem. The experimental results showed that the scheme achieves a high compression ratio with an acceptable image quality.

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Chang CC, Chen YH, Li KM. Improved SMVQ scheme with edge-directed prediction. In Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006. 2006. p. 541-544. 4041780. (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006). doi: 10.1109/IIH-MSP.2006.265060

Improved SMVQ scheme with edge-directed prediction

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