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Scene Text Recognition

24 papers with code · Computer Vision
Subtask of Scene Parsing

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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 RECOGNITION

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

ASTER: An Attentional Scene Text Recognizer with Flexible Rectification

good 2018 bgshih/aster

SCENE text recognition has attracted great interest from the academia and the industry in recent years owing to its importance in a wide range of applications.

OPTICAL CHARACTER RECOGNITION SCENE TEXT RECOGNITION

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

A Multi-Object Rectified Attention Network for Scene Text Recognition

10 Jan 2019Canjie-Luo/MORAN_v2

It decreases the difficulty of recognition and enables the attention-based sequence recognition network to more easily read irregular text.

SCENE TEXT RECOGNITION

STN-OCR: A single Neural Network for Text Detection and Text Recognition

27 Jul 2017Bartzi/stn-ocr

In contrast to most existing works that consist of multiple deep neural networks and several pre-processing steps we propose to use a single deep neural network that learns to detect and recognize text from natural images in a semi-supervised way.

OPTICAL CHARACTER RECOGNITION SCENE TEXT RECOGNITION

ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT)

16 Sep 2019cs-chan/Total-Text-Dataset

This paper reports the ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT) that consists of three major challenges: i) scene text detection, ii) scene text recognition, and iii) scene text spotting.

SCENE TEXT DETECTION SCENE TEXT RECOGNITION TEXT SPOTTING

Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition

28 Oct 2017cs-chan/Total-Text-Dataset

Text in curve orientation, despite being one of the common text orientations in real world environment, has close to zero existence in well received scene text datasets such as ICDAR2013 and MSRA-TD500.

CURVED TEXT DETECTION SCENE TEXT RECOGNITION

A Feasible Framework for Arbitrary-Shaped Scene Text Recognition

10 Dec 2019zhang0jhon/AttentionOCR

Deep learning based methods have achieved surprising progress in Scene Text Recognition (STR), one of classic problems in computer vision.

INSTANCE SEGMENTATION LANGUAGE MODELLING SCENE TEXT RECOGNITION SEMANTIC SEGMENTATION TEXT SPOTTING