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 |
| Subtitle of host publication | ICEICT 2019 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 258-262 |
| Number of pages | 5 |
| ISBN (Electronic) | 9781538692981 |
| ISBN (Print) | 9781538692998 |
| DOIs | |
| Publication status | Published - 4 Nov 2019 |
| Event | 2nd IEEE International Conference on Electronic Information and Communication Technology - Harbin, China Duration: 20 Jan 2019 → 22 Jan 2019 Conference number: 2 https://www.aconf.org/conf_166402.html |
Conference
| Conference | 2nd IEEE International Conference on Electronic Information and Communication Technology |
|---|---|
| Abbreviated title | ICEICT 2019 |
| Country | China |
| City | Harbin |
| Period | 20/01/19 → 22/01/19 |
| Internet address |
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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 proceeding › Conference 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
PY - 2019/11/4
Y1 - 2019/11/4
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.
KW - Adaptive gamma function
KW - Bilateral filter
KW - Morphological operation
KW - Non-uniform illumination correction
KW - Panoramic image
UR - http://www.scopus.com/inward/record.url?scp=85074978232&partnerID=8YFLogxK
U2 - 10.1109/ICEICT.2019.8846270
DO - 10.1109/ICEICT.2019.8846270
M3 - Conference contribution
SN - 9781538692998
SP - 258
EP - 262
BT - Proceedings of 2019 IEEE 2nd International Conference on Electronic Information and Communication Technology
PB - Institute of Electrical and Electronics Engineers Inc.
ER -