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...

Full description

Bibliographic Details

Published in:	Discover Applied Sciences
Main Authors:	Ning Zhang, Ce Li, Zongshun Wang, Jialin Ma, Zhiqiang Feng
Format:	Article
Language:	English
Published:	Springer 2025-03-01
Subjects:	Adaptive patches ViTs Scene text recognition Prune
Online Access:	https://doi.org/10.1007/s42452-025-06570-9