Browse > Computer Vision > Scene Parsing > Scene Text Recognition

Scene Text Recognition

24 papers with code · Computer Vision
Subtask of Scene Parsing

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Latest papers with code

Decoupled Attention Network for Text Recognition

21 Dec 2019Wang-Tianwei/Decoupled-attention-network

To remedy this issue, we propose a decoupled attention network (DAN), which decouples the alignment operation from using historical decoding results.

SCENE TEXT RECOGNITION

96
21 Dec 2019

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

436
10 Dec 2019

Bidirectional Scene Text Recognition with a Single Decoder

8 Dec 2019MauritsBleeker/Bi-STET

We introduce the bidirectional Scene Text Transformer (Bi-STET), a novel bidirectional STR method with a single decoder for bidirectional text decoding.

SCENE TEXT RECOGNITION

27
08 Dec 2019

KISS: Keeping It Simple for Scene Text Recognition

19 Nov 2019Bartzi/kiss

Most of these methods propose novel building blocks for neural networks.

SCENE TEXT RECOGNITION

84
19 Nov 2019

On Recognizing Texts of Arbitrary Shapes with 2D Self-Attention

10 Oct 2019hestheimar/Paper-Review

Scene text recognition (STR) is the task of recognizing character sequences in natural scenes.

SCENE TEXT RECOGNITION

0
10 Oct 2019

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

448
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

19
29 Aug 2019

What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis

ICCV 2019 clovaai/deep-text-recognition-benchmark

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

SCENE TEXT RECOGNITION

1,076
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

196
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

460
10 Jan 2019