Real-Time Scene Text Detection With Differentiable Binarization and Adaptive Scale Fusion

Recently, segmentation-based scene text detection methods have drawn extensive attention in the scene text detection field, because of their superiority in detecting the text instances of arbitrary shapes and extreme aspect ratios, profiting from the pixel-level descriptions. However, the vast major...

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Bibliographic Details
Published in:	IEEE transactions on pattern analysis and machine intelligence Vol. 45; no. 1; pp. 919 - 931
Main Authors:	Liao, Minghui, Zou, Zhisheng, Wan, Zhaoyi, Yao, Cong, Bai, Xiang
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.01.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Accuracy Algorithms arbitrary shapes Aspect ratio Feature extraction Feature maps Fuses Image segmentation Inference algorithms Modules Optimization Prediction algorithms real-time Robustness Scene text detection Segmentation Shape
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
Online Access:	Get full text
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