[HTML][HTML] Deep learning approaches to scene text detection: a comprehensive review
In recent times, text detection in the wild has significantly raised its ability due to tremendous
success of deep learning models. Applications of computer vision have emerged and got …
success of deep learning models. Applications of computer vision have emerged and got …
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 …
in the scene text detection field, because of their superiority in detecting the text instances of …
Fourier contour embedding for arbitrary-shaped text detection
One of the main challenges for arbitrary-shaped text detection is to design a good text
instance representation that allows networks to learn diverse text geometry variances. Most …
instance representation that allows networks to learn diverse text geometry variances. Most …
Real-time scene text detection with differentiable binarization
Recently, segmentation-based methods are quite popular in scene text detection, as the
segmentation results can more accurately describe scene text of various shapes such as …
segmentation results can more accurately describe scene text of various shapes such as …
Turning a clip model into a scene text detector
The recent large-scale Contrastive Language-Image Pretraining (CLIP) model has shown
great potential in various downstream tasks via leveraging the pretrained vision and …
great potential in various downstream tasks via leveraging the pretrained vision and …
Pan++: Towards efficient and accurate end-to-end spotting of arbitrarily-shaped text
Scene text detection and recognition have been well explored in the past few years. Despite
the progress, efficient and accurate end-to-end spotting of arbitrarily-shaped text remains …
the progress, efficient and accurate end-to-end spotting of arbitrarily-shaped text remains …
Abcnet v2: Adaptive bezier-curve network for real-time end-to-end text spotting
End-to-end text-spotting, which aims to integrate detection and recognition in a unified
framework, has attracted increasing attention due to its simplicity of the two complimentary …
framework, has attracted increasing attention due to its simplicity of the two complimentary …
Contournet: Taking a further step toward accurate arbitrary-shaped scene text detection
Scene text detection has witnessed rapid development in recent years. However, there still
exists two main challenges: 1) many methods suffer from false positives in their text …
exists two main challenges: 1) many methods suffer from false positives in their text …
Deep relational reasoning graph network for arbitrary shape text detection
Arbitrary shape text detection is a challenging task due to the high variety and complexity of
scenes texts. In this paper, we propose a novel unified relational reasoning graph network …
scenes texts. In this paper, we propose a novel unified relational reasoning graph network …
Progressive contour regression for arbitrary-shape scene text detection
State-of-the-art scene text detection methods usually model the text instance with local
pixels or components from the bottom-up perspective and, therefore, are sensitive to noises …
pixels or components from the bottom-up perspective and, therefore, are sensitive to noises …