A block restriction method using guided image filter for Local Histogram Equalization

Po Hsiung Lin; Fan Chieh Cheng; Shih Chia Huang; Tan Hsu Tan; Damdinsuren Bayanduuren; Khurelbaatar Tseveenjav; Sy Yen Kuo

doi:10.1109/ICCE-TW.2015.7216798

A block restriction method using guided image filter for Local Histogram Equalization

Po Hsiung Lin
, Fan Chieh Cheng
, Shih Chia Huang
, Tan Hsu Tan
, Damdinsuren Bayanduuren
, Khurelbaatar Tseveenjav
, Sy Yen Kuo

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

1 Scopus citations

Abstract

In this paper, we propose a novel scheme of Local Histogram Equalization (LHE) using guided image filter. The sub-blocks are segmented from the input image, after which we individually compute each local histogram used for multiple transformation functions. To further remove the block artifacts caused by LHE, we employ the input image to guide the texture information, while keeping the enhancement effect of the local contrast. Experimental results show that our proposed scheme produce the high visual effects on the enhanced images being much better than other HE-based methods.

Original language	English
Title of host publication	2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-2
Number of pages	2
ISBN (Electronic)	9781479987443
DOIs	https://doi.org/10.1109/ICCE-TW.2015.7216798
State	Published - 20 Aug 2015
Event	2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015 - Taipei, Taiwan Duration: 6 Jun 2015 → 8 Jun 2015

Publication series

Name	2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015

Conference

Conference	2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015
Country/Territory	Taiwan
City	Taipei
Period	6/06/15 → 8/06/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

Conferences
Histograms
Image segmentation
Information filtering
Manganese
Probability density function
Visual effects

Access to Document

10.1109/ICCE-TW.2015.7216798

Cite this

Lin, P. H., Cheng, F. C., Huang, S. C., Tan, T. H., Bayanduuren, D., Tseveenjav, K., & Kuo, S. Y. (2015). A block restriction method using guided image filter for Local Histogram Equalization. In 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015 (pp. 1-2). Article 7216798 (2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCE-TW.2015.7216798

Lin, Po Hsiung ; Cheng, Fan Chieh ; Huang, Shih Chia et al. / A block restriction method using guided image filter for Local Histogram Equalization. 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 1-2 (2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015).

@inproceedings{241226d421dc4b3696752a8d6540827a,

title = "A block restriction method using guided image filter for Local Histogram Equalization",

abstract = "In this paper, we propose a novel scheme of Local Histogram Equalization (LHE) using guided image filter. The sub-blocks are segmented from the input image, after which we individually compute each local histogram used for multiple transformation functions. To further remove the block artifacts caused by LHE, we employ the input image to guide the texture information, while keeping the enhancement effect of the local contrast. Experimental results show that our proposed scheme produce the high visual effects on the enhanced images being much better than other HE-based methods.",

keywords = "Conferences, Histograms, Image segmentation, Information filtering, Manganese, Probability density function, Visual effects",

author = "Lin, \{Po Hsiung\} and Cheng, \{Fan Chieh\} and Huang, \{Shih Chia\} and Tan, \{Tan Hsu\} and Damdinsuren Bayanduuren and Khurelbaatar Tseveenjav and Kuo, \{Sy Yen\}",

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Lin, PH, Cheng, FC, Huang, SC , Tan, TH, Bayanduuren, D, Tseveenjav, K & Kuo, SY 2015, A block restriction method using guided image filter for Local Histogram Equalization. in 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015., 7216798, 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015, Institute of Electrical and Electronics Engineers Inc., pp. 1-2, 2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015, Taipei, Taiwan, 6/06/15. https://doi.org/10.1109/ICCE-TW.2015.7216798

A block restriction method using guided image filter for Local Histogram Equalization. / Lin, Po Hsiung; Cheng, Fan Chieh; Huang, Shih Chia et al.
2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 1-2 7216798 (2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015).

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

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AB - In this paper, we propose a novel scheme of Local Histogram Equalization (LHE) using guided image filter. The sub-blocks are segmented from the input image, after which we individually compute each local histogram used for multiple transformation functions. To further remove the block artifacts caused by LHE, we employ the input image to guide the texture information, while keeping the enhancement effect of the local contrast. Experimental results show that our proposed scheme produce the high visual effects on the enhanced images being much better than other HE-based methods.

KW - Conferences

KW - Histograms

KW - Image segmentation

KW - Information filtering

KW - Manganese

KW - Probability density function

KW - Visual effects

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Lin PH, Cheng FC, Huang SC , Tan TH, Bayanduuren D, Tseveenjav K et al. A block restriction method using guided image filter for Local Histogram Equalization. In 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 1-2. 7216798. (2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015). doi: 10.1109/ICCE-TW.2015.7216798

A block restriction method using guided image filter for Local Histogram Equalization

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Keywords

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