LAE-GAN: a novel cloud-based Low-light Attention Enhancement Generative Adversarial Network for unpaired text images

Abstract With the widespread adoption of mobile multimedia devices, the deployment of compute-intensive inference tasks on edge and resource-constrained devices, particularly in the context of low-light text detection, remains a formidable challenge. Existing deep learning approaches have shown limi...

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Bibliographic Details
Main Authors: Minglong Xue, Yanyi He, Peiqi Xie, Zhengyang He, Xin Feng
Format: Article
Language:English
Published: SpringerOpen 2023-11-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Online Access:https://doi.org/10.1186/s13677-023-00533-4