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Scene Text

79 papers with code · Computer Vision

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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 SCENE TEXT

An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition

21 Jul 2015bgshih/crnn

In this paper, we investigate the problem of scene text recognition, which is among the most important and challenging tasks in image-based sequence recognition.

SCENE TEXT SCENE TEXT RECOGNITION

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.

 SOTA for Scene Text Detection on Total-Text (H-Mean metric )

SCENE TEXT SCENE TEXT DETECTION

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 SCENE 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 SCENE TEXT DETECTION SCENE TEXT RECOGNITION

Gliding vertex on the horizontal bounding box for multi-oriented object detection

21 Nov 2019xuannianz/EfficientDet

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

ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

24 Feb 2020aim-uofa/adet

Our contributions are three-fold: 1) For the first time, we adaptively fit arbitrarily-shaped text by a parameterized Bezier curve.

SCENE TEXT SCENE TEXT DETECTION TEXT SPOTTING

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 SCENE TEXT DETECTION SEMANTIC SEGMENTATION TEXT CLASSIFICATION