About
Scene Text Detection is a task to detect text regions in the complex background and label them with bounding boxes.
Source: ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection
Benchmarks
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Subtasks
Datasets
Greatest papers with code
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 curve text.
Ranked #2 on
Scene Text Detection
on MSRA-TD500
EAST: An Efficient and Accurate Scene Text Detector
Previous approaches for scene text detection have already achieved promising performances across various benchmarks.
Ranked #3 on
Scene Text Detection
on COCO-Text
Character Region Awareness for Text Detection
CVPR 2019
• JaidedAI/EasyOCR
• 
Scene text detection methods based on neural networks have emerged recently and have shown promising results.
Ranked #1 on
Scene Text Detection
on ICDAR 2013
(Precision metric)
Detecting Text in Natural Image with Connectionist Text Proposal Network
• eragonruan/text-detection-ctpn
• 
We propose a novel Connectionist Text Proposal Network (CTPN) that accurately localizes text lines in natural image.
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images
The goal of COCO-Text is to advance state-of-the-art in text detection and recognition in natural images.
OBJECT RECOGNITION OPTICAL CHARACTER RECOGNITION SCENE TEXT SCENE TEXT DETECTION SCENE UNDERSTANDING
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
Our contributions are three-fold: 1) For the first time, we adaptively fit arbitrarily-shaped text by a parameterized Bezier curve.
Gliding vertex on the horizontal bounding box for multi-oriented object detection
Yet, the widely adopted horizontal bounding box representation is not appropriate for ubiquitous oriented objects such as objects in aerial images and scene texts.
OBJECT DETECTION IN AERIAL IMAGES PEDESTRIAN DETECTION SCENE TEXT SCENE TEXT DETECTION
Shape Robust Text Detection with Progressive Scale Expansion Network
Due to the fact that there are large geometrical margins among the minimal scale kernels, our method is effective to split the close text instances, making it easier to use segmentation-based methods to detect arbitrary-shaped text instances.
Ranked #5 on
Scene Text Detection
on SCUT-CTW1500
Shape Robust Text Detection with Progressive Scale Expansion Network
• whai362/PSENet
•
To address these problems, we propose a novel Progressive Scale Expansion Network (PSENet), designed as a segmentation-based detector with multiple predictions for each text instance.
Ranked #6 on
Scene Text Detection
on SCUT-CTW1500
TextBoxes++: A Single-Shot Oriented Scene Text Detector
In this paper, we present an end-to-end trainable fast scene text detector, named TextBoxes++, which detects arbitrary-oriented scene text with both high accuracy and efficiency in a single network forward pass.
Ranked #2 on
Scene Text Detection
on COCO-Text
OBJECT DETECTION SCENE TEXT SCENE TEXT DETECTION SCENE TEXT RECOGNITION