Enhanced mask R-CNN for luminaire detection through brightness balancing and distribution-guided optimization in tunnels

Enhanced mask R-CNN for luminaire detection through brightness balancing and distribution-guided optimization in tunnels

Luminaire detection methods based on deep learning encounter challenges in tunnel luminaire detection due to the complex environment and unfavorable lighting conditions. To overcome these issues, this paper proposes an improved tunnel luminaire detection solution by enhancing the Mask R-CNN using br...

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Bibliographic Details
Main Authors: Xiaoqiong Qin, Bintao Xu, Chenchen Wang, Lirui Liu, Linfu Xie, Rong Liu, Mingwei Hu, Xiangsheng Chen
Format: Article
Language:English
Published: Taylor & Francis Group 2025-08-01
Series:International Journal of Digital Earth
Subjects:
Mask R-CNN
object detection
tunnel luminaires
object brightness enhancement
post-processing algorithm
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2025.2482102
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https://www.tandfonline.com/doi/10.1080/17538947.2025.2482102

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