Browse > Computer Vision > Scene Parsing > Scene Text Recognition

Scene Text Recognition

17 papers with code · Computer Vision
Subtask of Scene Parsing

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Greatest papers with code

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

What is wrong with scene text recognition model comparisons? dataset and model analysis

3 Apr 2019clovaai/deep-text-recognition-benchmark

Many new proposals for scene text recognition (STR) models have been introduced in recent years.

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

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

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

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 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

FOTS: Fast Oriented Text Spotting with a Unified Network

CVPR 2018 jiangxiluning/FOTS.PyTorch

Incidental scene text spotting is considered one of the most difficult and valuable challenges in the document analysis community.

SCENE TEXT DETECTION SCENE TEXT RECOGNITION TEXT SPOTTING

Pyramid Mask Text Detector

28 Mar 2019STVIR/PMTD

Scene text detection, an essential step of scene text recognition system, is to locate text instances in natural scene images automatically.

INSTANCE SEGMENTATION SCENE TEXT DETECTION SCENE TEXT RECOGNITION SEMANTIC SEGMENTATION