TY - GEN
T1 - License Plate Restoration System
AU - Luo, Meng Chen
AU - Lin, Chia Yu
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - The advent of intelligent transportation systems has led to the direct recognition of license plates by license plate recognition systems. However, the system is affected by environmental factors, such as underexposure, resulting in over-dark images. In this paper, we propose a two-stage restoration system to address these issues. In the first stage, we use image processing to enhance the license plate, and in the second stage, we employ a deep learning model to further repair the license plate. Our approach has greatly improved the Peak Signal-to-Noise Ratio (PSNR) and Structural Similarity (SSIM) metrics, increasing by 3.8094 and 0.0137.
AB - The advent of intelligent transportation systems has led to the direct recognition of license plates by license plate recognition systems. However, the system is affected by environmental factors, such as underexposure, resulting in over-dark images. In this paper, we propose a two-stage restoration system to address these issues. In the first stage, we use image processing to enhance the license plate, and in the second stage, we employ a deep learning model to further repair the license plate. Our approach has greatly improved the Peak Signal-to-Noise Ratio (PSNR) and Structural Similarity (SSIM) metrics, increasing by 3.8094 and 0.0137.
UR - http://www.scopus.com/inward/record.url?scp=85174964082&partnerID=8YFLogxK
U2 - 10.1109/ICCE-Taiwan58799.2023.10226883
DO - 10.1109/ICCE-Taiwan58799.2023.10226883
M3 - 會議論文篇章
AN - SCOPUS:85174964082
T3 - 2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings
SP - 333
EP - 334
BT - 2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023
Y2 - 17 July 2023 through 19 July 2023
ER -