Apvit: ViT with adaptive patches for scene text recognition

Abstract Scene texts in nature exhibit varied colors, which serve as a significant distinguishing feature that effectively suppresses background interference. In this study, color clustering is utilized as a prior guide to group patches, enhancing their spatial relationships. Additionally, patch siz...

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Bibliographic Details
Main Authors: Ning Zhang, Ce Li, Zongshun Wang, Jialin Ma, Zhiqiang Feng
Format: Article
Language:English
Published: Springer 2025-03-01
Series:Discover Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-025-06570-9
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