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Scene Text Detection

36 papers with code · Computer Vision

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Detecting Text in Natural Image with Connectionist Text Proposal Network

12 Sep 2016eragonruan/text-detection-ctpn

We propose a novel Connectionist Text Proposal Network (CTPN) that accurately localizes text lines in natural image.

SCENE TEXT DETECTION

EAST: An Efficient and Accurate Scene Text Detector

CVPR 2017 argman/EAST

Previous approaches for scene text detection have already achieved promising performances across various benchmarks.

CURVED TEXT DETECTION

TextBoxes++: A Single-Shot Oriented Scene Text Detector

9 Jan 2018MhLiao/TextBoxes_plusplus

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.

OBJECT DETECTION SCENE TEXT DETECTION SCENE TEXT RECOGNITION

Shape Robust Text Detection with Progressive Scale Expansion Network

CVPR 2019 whai362/PSENet

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.

SCENE TEXT DETECTION

Shape Robust Text Detection with Progressive Scale Expansion Network

7 Jun 2018whai362/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.

CURVED TEXT DETECTION

PixelLink: Detecting Scene Text via Instance Segmentation

4 Jan 2018ZJULearning/pixel_link

Most state-of-the-art scene text detection algorithms are deep learning based methods that depend on bounding box regression and perform at least two kinds of predictions: text/non-text classification and location regression.

INSTANCE SEGMENTATION SCENE TEXT DETECTION SEMANTIC SEGMENTATION TEXT CLASSIFICATION

Character Region Awareness for Text Detection

CVPR 2019 clovaai/CRAFT-pytorch

Scene text detection methods based on neural networks have emerged recently and have shown promising results.

SCENE TEXT DETECTION

SEE: Towards Semi-Supervised End-to-End Scene Text Recognition

14 Dec 2017Bartzi/see

Detecting and recognizing text in natural scene images is a challenging, yet not completely solved task.

SCENE TEXT DETECTION SCENE TEXT RECOGNITION

Scene Text Detection and Recognition: The Deep Learning Era

10 Nov 2018Jyouhou/SceneTextPapers

As an important research area in computer vision, scene text detection and recognition has been inescapably influenced by this wave of revolution, consequentially entering the era of deep learning.

SCENE TEXT DETECTION