Deepsolo: Let transformer decoder with explicit points solo for text spotting

M Ye, J Zhang, S Zhao, J Liu, T Liu… - Proceedings of the …, 2023 - openaccess.thecvf.com
End-to-end text spotting aims to integrate scene text detection and recognition into a unified
framework. Dealing with the relationship between the two sub-tasks plays a pivotal role in …

Estextspotter: Towards better scene text spotting with explicit synergy in transformer

M Huang, J Zhang, D Peng, H Lu… - Proceedings of the …, 2023 - openaccess.thecvf.com
In recent years, end-to-end scene text spotting approaches are evolving to the Transformer-
based framework. While previous studies have shown the crucial importance of the intrinsic …

Spts v2: single-point scene text spotting

Y Liu, J Zhang, D Peng, M Huang… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
End-to-end scene text spotting has made significant progress due to its intrinsic synergy
between text detection and recognition. Previous methods commonly regard manual …

自然场景文本检测与端到端识别: 深度学习方法.

周燕, 韦勤彬, 廖俊玮, 曾凡智… - Journal of Frontiers …, 2023 - search.ebscohost.com
自然场景图像中丰富的文本内容对场景理解有着重要意义, 但自然场景文本往往具有极端横纵比
, 字体风格多变, 背景及形状复杂等特点, 而传统的文本检测与端到端识别方法存在着模型设计 …

Bridging the Gap Between End-to-End and Two-Step Text Spotting

M Huang, H Li, Y Liu, X Bai… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Modularity plays a crucial role in the development and maintenance of complex systems.
While end-to-end text spotting efficiently mitigates the issues of error accumulation and sub …

Texts as points: Scene text detection with point supervision

M Zhao, W Feng, F Yin, CL Liu - Pattern Recognition Letters, 2023 - Elsevier
Scene text detection is challenging due to the diverse text appearance, the complex
background, and the expensive labeling of training data. For detecting arbitrary-shaped …

Inverse-like Antagonistic Scene Text Spotting via Reading-Order Estimation and Dynamic Sampling

SX Zhang, C Yang, X Zhu, H Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Scene text spotting is a challenging task, especially for inverse-like scene text, which has
complex layouts, eg, mirrored, symmetrical, or retro-flexed. In this paper, we propose a …

Granularity-aware Single-point Scene Text Spotting with Sequential Recurrence Self-attention

X Tong, P Dai, X Qin, R Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Scene text spotting, a unified framework between text detection and text recognition, has
made great progress in recent years. Existing methods usually adopt the fully-supervised …

End-PolarT: Polar Representation for End-to-End Scene Text Detection

Y Wu, Q Kong, C Qian, M Nappi, S Wan - Big Data Research, 2023 - Elsevier
Deep learning has achieved great success in text detection, where recent methods adopt
inspirations from segmentation to detect scene texts. However, most segmentation based …

MGN-Net: Multi-Granularity Graph Fusion Network in Multi-Modal for Scene Text Spotting

Z Yuan, C Shi - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
In recent years, scene text spotting approaches have evolved into a multi-modal-based
framework. Although previous studies have highlighted the crucial importance of the intrinsic …