Kernel-mask knowledge distillation for efficient and accurate arbitrary-shaped text detection

Abstract Recently, segmentation-based approaches have been proposed to tackle arbitrary-shaped text detection. The trade-off between speed and accuracy is still a challenge that hinders its deployment in practical applications. Previous methods adopt complex pipelines to improve accuracy while ignor...

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Bibliographic Details
Main Authors: Honghui Chen, Yuhang Qiu, Mengxi Jiang, Jianhui Lin, Pingping Chen
Format: Article
Language:English
Published: Springer 2023-07-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01134-z