Researching | Arbitrary shape text detection method based on Fourier centerline prediction

Chinese Journal of Liquid Crystals and Displays, Volume. 40, Issue 6, 905(2025)

Arbitrary shape text detection method based on Fourier centerline prediction

Kun BAI¹, Zhe WANG², Long MA¹, Yao XUE², Guodong LI³, Tian YAN³, and Xiaotian WANG^3、*

Author Affiliations

¹Xi'an Modern Control Technology Research Institute， Xi'an 710065， China

²School of Information and Communications Engineering， Xi'an Jiaotong University， Xi'an 710049， China

³Unmanned System Research Institute， Northwestern Polytechnical University， Xi'an 710072， China

show less

Abstract Get PDF(in Chinese)

Figures&Tables (9)

References (18)

Paper Information

References(18)

[1] TIAN Z, HUANG W L, HE T et al. Detecting text in natural image with connectionist text proposal network[C], 56-72(2016).

[2] LIAO M H, SHI B G, BAI X. TextBoxes++: a single-shot oriented scene text detector[J]. IEEE Transactions on Image Processing, 27, 3676-3690(2018).

[3] XU Y C, WANG Y K, ZHOU W et al. TextField: Learning a deep direction field for irregular scene text detection[J]. IEEE Transactions on Image Processing, 28, 5566-5579(2019).

[4] LIAO M H, ZOU Z S, WAN Z Y et al. Real-time scene text detection with differentiable binarization and adaptive scale fusion[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 919-931(2023).

[5] ZHU Y X, DU J. TextMountain: accurate scene text detection via instance segmentation[J]. Pattern Recognition, 110, 107336(2021).

[6] ZHANG X, SU Y W, TRIPATHI S et al. Text spotting transformers[C], 9509-9518(2022).

[7] YE M Y, ZHANG J, ZHAO S et al. DPText-DETR: towards better scene text detection with dynamic points in transformer[C], 3241-3249(2023).

[8] LIU Y L, JIN L W, ZHANG S T et al. Curved scene text detection via transverse and longitudinal sequence connection[J]. Pattern Recognition, 90, 337-345(2019).

[9] CH’NG C K, CHAN C S. Total-text: a comprehensive dataset for scene text detection and recognition[C], 935-942(2017).

[10] KARATZAS D, SHAFAIT F, UCHIDA S et al. ICDAR 2013 robust reading competition[C], 1484-1493(2013).

[11] WANG F F, CHEN Y F, WU F et al. TextRay: contour-based geometric modeling for arbitrary-shaped scene text detection[C], 111-119(2020).

[12] LIU Y L, CHEN H, SHEN C H et al. ABCNet: real-time scene text spotting with adaptive Bezier-curve network[C], 9806-9815(2020).

[13] DAI P W, ZHANG H, CAO X C. Deep multi-scale context aware feature aggregation for curved scene text detection[J]. IEEE Transactions on Multimedia, 22, 1969-1984(2020).

[14] DAI P W, LI Y, ZHANG H et al. Accurate scene text detection via scale-aware data augmentation and shape similarity constraint[J]. IEEE Transactions on Multimedia, 24, 1883-1895(2022).

[15] LONG S B, RUAN J Q, ZHANG W J et al. TextSnake: a flexible representation for detecting text of arbitrary shapes[C], 19-35(2018).

[16] WANG P F, ZHANG C Q, QI F et al. A single-shot arbitrarily-shaped text detector based on context attended multi-task learning[C], 1277-1285(2019).

[17] WANG W H, XIE E Z, LI X et al. Shape robust text detection with progressive scale expansion network[C], 9328-9337(2019).

[18] WANG X B, JIANG Y Y, LUO Z B et al. Arbitrary shape scene text detection with adaptive text region representation[C], 6442-6451(2019).

Tools

Get Citation

Copy Citation Text

Kun BAI, Zhe WANG, Long MA, Yao XUE, Guodong LI, Tian YAN, Xiaotian WANG. Arbitrary shape text detection method based on Fourier centerline prediction[J]. Chinese Journal of Liquid Crystals and Displays, 2025, 40(6): 905

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category:

Received: Feb. 14, 2025

Accepted: --

Published Online: Jul. 14, 2025

The Author Email: Xiaotian WANG (18710993786@163.com)

DOI:10.37188/CJLCD.2025-0033

Topics