Color image enhancement using the laplacian pyramid

Yeul Min Baek, Hyoung Joon Kim, Jin Aeon Lee, Sang Guen Oh, Whoi Yul Kim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

We present a color image enhancement method. The proposed method enhances the brightness and contrast of an input image using the low pass and band pass images in Laplacian pyramid, respectively. For color images, our method enhances the color tone by increasing the saturation adpatively according to the intensity of an input image. The major parameters required in our method are automatically set by the human preference data, therefore, the proposed method runs fully automatically without user interaction. Moreover, due to the simplicity and efficiency of the proposed method, a real time implementation and the enhanced results of the image quality was validated through the experiments on various images and video sequences.

Original languageEnglish
Title of host publicationAdvances in Multimedia Information Processing - PCM 2006
Subtitle of host publication7th Pacific Rim Conference on Multimedia, Proceedings
PublisherSpringer Verlag
Pages760-769
Number of pages10
ISBN (Print)3540487662, 9783540487661
StatePublished - 2006 Jan 1
EventPCM 2006: 7th Pacific Rim Conference on Multimedia - Hangzhou, China
Duration: 2006 Nov 22006 Nov 4

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4261 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

OtherPCM 2006: 7th Pacific Rim Conference on Multimedia
CountryChina
CityHangzhou
Period06/11/206/11/4

Fingerprint

Image Enhancement
Image enhancement
Pyramid
Color Image
Color
Image quality
Luminance
User Interaction
Brightness
Image Quality
Saturation
Simplicity
Experiments
Experiment

Cite this

Baek, Y. M., Kim, H. J., Lee, J. A., Oh, S. G., & Kim, W. Y. (2006). Color image enhancement using the laplacian pyramid. In Advances in Multimedia Information Processing - PCM 2006: 7th Pacific Rim Conference on Multimedia, Proceedings (pp. 760-769). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4261 LNCS). Springer Verlag.
Baek, Yeul Min ; Kim, Hyoung Joon ; Lee, Jin Aeon ; Oh, Sang Guen ; Kim, Whoi Yul. / Color image enhancement using the laplacian pyramid. Advances in Multimedia Information Processing - PCM 2006: 7th Pacific Rim Conference on Multimedia, Proceedings. Springer Verlag, 2006. pp. 760-769 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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title = "Color image enhancement using the laplacian pyramid",
abstract = "We present a color image enhancement method. The proposed method enhances the brightness and contrast of an input image using the low pass and band pass images in Laplacian pyramid, respectively. For color images, our method enhances the color tone by increasing the saturation adpatively according to the intensity of an input image. The major parameters required in our method are automatically set by the human preference data, therefore, the proposed method runs fully automatically without user interaction. Moreover, due to the simplicity and efficiency of the proposed method, a real time implementation and the enhanced results of the image quality was validated through the experiments on various images and video sequences.",
author = "Baek, {Yeul Min} and Kim, {Hyoung Joon} and Lee, {Jin Aeon} and Oh, {Sang Guen} and Kim, {Whoi Yul}",
year = "2006",
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Baek, YM, Kim, HJ, Lee, JA, Oh, SG & Kim, WY 2006, Color image enhancement using the laplacian pyramid. in Advances in Multimedia Information Processing - PCM 2006: 7th Pacific Rim Conference on Multimedia, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4261 LNCS, Springer Verlag, pp. 760-769, PCM 2006: 7th Pacific Rim Conference on Multimedia, Hangzhou, China, 06/11/2.

Color image enhancement using the laplacian pyramid. / Baek, Yeul Min; Kim, Hyoung Joon; Lee, Jin Aeon; Oh, Sang Guen; Kim, Whoi Yul.

Advances in Multimedia Information Processing - PCM 2006: 7th Pacific Rim Conference on Multimedia, Proceedings. Springer Verlag, 2006. p. 760-769 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4261 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Oh, Sang Guen

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N2 - We present a color image enhancement method. The proposed method enhances the brightness and contrast of an input image using the low pass and band pass images in Laplacian pyramid, respectively. For color images, our method enhances the color tone by increasing the saturation adpatively according to the intensity of an input image. The major parameters required in our method are automatically set by the human preference data, therefore, the proposed method runs fully automatically without user interaction. Moreover, due to the simplicity and efficiency of the proposed method, a real time implementation and the enhanced results of the image quality was validated through the experiments on various images and video sequences.

AB - We present a color image enhancement method. The proposed method enhances the brightness and contrast of an input image using the low pass and band pass images in Laplacian pyramid, respectively. For color images, our method enhances the color tone by increasing the saturation adpatively according to the intensity of an input image. The major parameters required in our method are automatically set by the human preference data, therefore, the proposed method runs fully automatically without user interaction. Moreover, due to the simplicity and efficiency of the proposed method, a real time implementation and the enhanced results of the image quality was validated through the experiments on various images and video sequences.

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Baek YM, Kim HJ, Lee JA, Oh SG, Kim WY. Color image enhancement using the laplacian pyramid. In Advances in Multimedia Information Processing - PCM 2006: 7th Pacific Rim Conference on Multimedia, Proceedings. Springer Verlag. 2006. p. 760-769. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).