An Improved Adaptive Correction Algorithm For Non-uniform Illumination Panoramic Image

Pengfei Han, Dianwei Wang, Xu Yang, Ying Liu, Daxiang Li, Zhijie Xu, Jing Wang

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

Abstract

An adaptive non-uniform illumination panoramic image enhancement algorithm was proposed, which can improve the visual effect of panoramic images captured under non-uniform illumination. Firstly, according to the illuminance-reflection imaging model, we adopt a bilateral filtering method to decompose the brightness into illuminance component and reflection component. Secondly, an adaptive gamma correction function is constructed, which can dynamically adjust the illuminance component. In the reflection component processing, an improved morphological operation is proposed to denoise and enhance the image details. Finally, we combine the illumination component with the reflection component to get the enhanced panoramic image. The experimental results show that the proposed algorithm can improve the effect of non-uniform illumination on the panoramic image, and can obtain better image contrast, detail information and visual effect.

Original languageEnglish
Title of host publicationProceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology
Subtitle of host publicationICEICT 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages258-262
Number of pages5
ISBN (Electronic)9781538692981
ISBN (Print)9781538692998
DOIs
Publication statusPublished - 4 Nov 2019
Event2nd IEEE International Conference on Electronic Information and Communication Technology - Harbin, China
Duration: 20 Jan 201922 Jan 2019
Conference number: 2
https://www.aconf.org/conf_166402.html

Conference

Conference2nd IEEE International Conference on Electronic Information and Communication Technology
Abbreviated titleICEICT 2019
CountryChina
CityHarbin
Period20/01/1922/01/19
Internet address

Fingerprint

Lighting
illumination
illuminance
Image enhancement
Luminance
image enhancement
image contrast
Imaging techniques
brightness
Processing

Cite this

Han, P., Wang, D., Yang, X., Liu, Y., Li, D., Xu, Z., & Wang, J. (2019). An Improved Adaptive Correction Algorithm For Non-uniform Illumination Panoramic Image. In Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology: ICEICT 2019 (pp. 258-262). [8846270] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICEICT.2019.8846270
Han, Pengfei ; Wang, Dianwei ; Yang, Xu ; Liu, Ying ; Li, Daxiang ; Xu, Zhijie ; Wang, Jing. / An Improved Adaptive Correction Algorithm For Non-uniform Illumination Panoramic Image. Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology: ICEICT 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 258-262
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abstract = "An adaptive non-uniform illumination panoramic image enhancement algorithm was proposed, which can improve the visual effect of panoramic images captured under non-uniform illumination. Firstly, according to the illuminance-reflection imaging model, we adopt a bilateral filtering method to decompose the brightness into illuminance component and reflection component. Secondly, an adaptive gamma correction function is constructed, which can dynamically adjust the illuminance component. In the reflection component processing, an improved morphological operation is proposed to denoise and enhance the image details. Finally, we combine the illumination component with the reflection component to get the enhanced panoramic image. The experimental results show that the proposed algorithm can improve the effect of non-uniform illumination on the panoramic image, and can obtain better image contrast, detail information and visual effect.",
keywords = "Adaptive gamma function, Bilateral filter, Morphological operation, Non-uniform illumination correction, Panoramic image",
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Han, P, Wang, D, Yang, X, Liu, Y, Li, D, Xu, Z & Wang, J 2019, An Improved Adaptive Correction Algorithm For Non-uniform Illumination Panoramic Image. in Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology: ICEICT 2019., 8846270, Institute of Electrical and Electronics Engineers Inc., pp. 258-262, 2nd IEEE International Conference on Electronic Information and Communication Technology, Harbin, China, 20/01/19. https://doi.org/10.1109/ICEICT.2019.8846270

An Improved Adaptive Correction Algorithm For Non-uniform Illumination Panoramic Image. / Han, Pengfei; Wang, Dianwei; Yang, Xu; Liu, Ying; Li, Daxiang; Xu, Zhijie; Wang, Jing.

Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology: ICEICT 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 258-262 8846270.

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

TY - GEN

T1 - An Improved Adaptive Correction Algorithm For Non-uniform Illumination Panoramic Image

AU - Han, Pengfei

AU - Wang, Dianwei

AU - Yang, Xu

AU - Liu, Ying

AU - Li, Daxiang

AU - Xu, Zhijie

AU - Wang, Jing

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N2 - An adaptive non-uniform illumination panoramic image enhancement algorithm was proposed, which can improve the visual effect of panoramic images captured under non-uniform illumination. Firstly, according to the illuminance-reflection imaging model, we adopt a bilateral filtering method to decompose the brightness into illuminance component and reflection component. Secondly, an adaptive gamma correction function is constructed, which can dynamically adjust the illuminance component. In the reflection component processing, an improved morphological operation is proposed to denoise and enhance the image details. Finally, we combine the illumination component with the reflection component to get the enhanced panoramic image. The experimental results show that the proposed algorithm can improve the effect of non-uniform illumination on the panoramic image, and can obtain better image contrast, detail information and visual effect.

AB - An adaptive non-uniform illumination panoramic image enhancement algorithm was proposed, which can improve the visual effect of panoramic images captured under non-uniform illumination. Firstly, according to the illuminance-reflection imaging model, we adopt a bilateral filtering method to decompose the brightness into illuminance component and reflection component. Secondly, an adaptive gamma correction function is constructed, which can dynamically adjust the illuminance component. In the reflection component processing, an improved morphological operation is proposed to denoise and enhance the image details. Finally, we combine the illumination component with the reflection component to get the enhanced panoramic image. The experimental results show that the proposed algorithm can improve the effect of non-uniform illumination on the panoramic image, and can obtain better image contrast, detail information and visual effect.

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KW - Morphological operation

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Han P, Wang D, Yang X, Liu Y, Li D, Xu Z et al. An Improved Adaptive Correction Algorithm For Non-uniform Illumination Panoramic Image. In Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology: ICEICT 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 258-262. 8846270 https://doi.org/10.1109/ICEICT.2019.8846270