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

doi:10.1109/ICEICT.2019.8846270

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 or Report/Conference proceeding › Conference Proceeding › peer-review

7 Citations (Scopus)

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 language	English
Title of host publication	Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology, ICEICT 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	258-262
Number of pages	5
ISBN (Electronic)	9781538692981
DOIs	https://doi.org/10.1109/ICEICT.2019.8846270
Publication status	Published - Jan 2019
Externally published	Yes
Event	2nd IEEE International Conference on Electronic Information and Communication Technology, ICEICT 2019 - Harbin, China Duration: 20 Jan 2019 → 22 Jan 2019

Publication series

Name	Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology, ICEICT 2019

Conference

Conference	2nd IEEE International Conference on Electronic Information and Communication Technology, ICEICT 2019
Country/Territory	China
City	Harbin
Period	20/01/19 → 22/01/19

Keywords

Adaptive gamma function
Bilateral filter
Morphological operation
Non-uniform illumination correction
Panoramic image

Access to Document

10.1109/ICEICT.2019.8846270

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). Article 8846270 (Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology, ICEICT 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICEICT.2019.8846270

Han, Pengfei ; Wang, Dianwei ; Yang, Xu et al. / 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 (Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology, ICEICT 2019).

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title = "An Improved Adaptive Correction Algorithm For Non-uniform Illumination Panoramic Image",

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",

author = "Pengfei Han and Dianwei Wang and Xu Yang and Ying Liu and Daxiang Li and Zhijie Xu and Jing Wang",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2nd IEEE International Conference on Electronic Information and Communication Technology, ICEICT 2019 ; Conference date: 20-01-2019 Through 22-01-2019",

year = "2019",

month = jan,

doi = "10.1109/ICEICT.2019.8846270",

language = "English",

series = "Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology, ICEICT 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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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, Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology, ICEICT 2019, Institute of Electrical and Electronics Engineers Inc., pp. 258-262, 2nd IEEE International Conference on Electronic Information and Communication Technology, ICEICT 2019, 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 et al.
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 (Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology, ICEICT 2019).

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

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AU - Wang, Dianwei

AU - Yang, Xu

AU - Liu, Ying

AU - Li, Daxiang

AU - Xu, Zhijie

AU - Wang, Jing

PY - 2019/1

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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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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. (Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology, ICEICT 2019). doi: 10.1109/ICEICT.2019.8846270

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

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