Scene text detection and recognition: The deep learning era
With the rise and development of deep learning, computer vision has been tremendously
transformed and reshaped. As an important research area in computer vision, scene text …
transformed and reshaped. As an important research area in computer vision, scene text …
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 …
Gliding vertex on the horizontal bounding box for multi-oriented object detection
Object detection has recently experienced substantial progress. Yet, the widely adopted
horizontal bounding box representation is not appropriate for ubiquitous oriented objects …
horizontal bounding box representation is not appropriate for ubiquitous oriented objects …
Abcnet: Real-time scene text spotting with adaptive bezier-curve network
Scene text detection and recognition has received increasing research attention. Existing
methods can be roughly categorized into two groups: character-based and segmentation …
methods can be roughly categorized into two groups: character-based and segmentation …
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 …
Learning modulated loss for rotated object detection
Popular rotated detection methods usually use five parameters (coordinates of the central
point, width, height, and rotation angle) or eight parameters (coordinates of four vertices) to …
point, width, height, and rotation angle) or eight parameters (coordinates of four vertices) to …
Few could be better than all: Feature sampling and grouping for scene text detection
Recently, transformer-based methods have achieved promising progresses in object
detection, as they can eliminate the post-processes like NMS and enrich the deep …
detection, as they can eliminate the post-processes like NMS and enrich the deep …