Browse > Computer Vision > Scene Parsing > Scene Text Recognition

Scene Text Recognition

19 papers with code · Computer Vision
Subtask of Scene Parsing

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Latest papers with code

TextSR: Content-Aware Text Super-Resolution Guided by Recognition

16 Sep 2019xieenze/TextSR

Nonetheless, most of the previous methods may not work well in recognizing text with low resolution which is often seen in natural scene images.

SCENE TEXT RECOGNITION SUPER RESOLUTION

14
16 Sep 2019

Focus-Enhanced Scene Text Recognition with Deformable Convolutions

29 Aug 2019Alpaca07/dtr

Recently, scene text recognition methods based on deep learning have sprung up in computer vision area.

SCENE TEXT RECOGNITION

6
29 Aug 2019

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

567
03 Apr 2019

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

166
28 Mar 2019

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

366
10 Jan 2019

Connectionist Temporal Classification with Maximum Entropy Regularization

NeurIPS 2018 liuhu-bigeye/enctc.crnn

Connectionist Temporal Classification (CTC) is an objective function for end-to-end sequence learning, which adopts dynamic programming algorithms to directly learn the mapping between sequences.

SCENE TEXT RECOGNITION SPEECH RECOGNITION

61
01 Dec 2018

Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition

2 Nov 201815ROBO/ShowAttendRead

Recognizing irregular text in natural scene images is challenging due to the large variance in text appearance, such as curvature, orientation and distortion.

IRREGULAR TEXT RECOGNITION SCENE TEXT RECOGNITION

0
02 Nov 2018

Visual Re-ranking with Natural Language Understanding for Text Spotting

29 Oct 2018ahmedssabir/dataset

We propose a post-processing approach to improve scene text recognition accuracy by using occurrence probabilities of words (unigram language model), and the semantic correlation between scene and text.

LANGUAGE MODELLING SCENE TEXT RECOGNITION TEXT SPOTTING

1
29 Oct 2018

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

421
25 Jun 2018

NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text Recognition

4 Jun 2018Belval/NRTR

Extensive experiments on various benchmarks, including the IIIT5K, SVT and ICDAR datasets, show that NRTR achieves the state-of-the-art or highly-competitive performances in both lexicon-free and lexicon-based scene text recognition tasks, while requiring only one order of magnitude less time for model training compared to current methods.

SCENE TEXT RECOGNITION

17
04 Jun 2018