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Scene Text Detection is a task to detect text regions in the complex background and label them with bounding boxes.

Source: ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection

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Datasets

Latest papers with code

Scene Text Retrieval via Joint Text Detection and Similarity Learning

4 Apr 2021lanfeng4659/STR-TDSL

Such a task is usually realized by matching a query text to the recognized words, outputted by an end-to-end scene text spotter.

SCENE TEXT SCENE TEXT DETECTION TEXT SPOTTING

10
04 Apr 2021

RRPN++: Guidance Towards More Accurate Scene Text Detection

28 Sep 2020mjq11302010044/RRPN_plusplus

In inference stage, the detection branch outputs the proposal refinement and the recognition branch predicts the transcript of the refined text region.

MULTI-TASK LEARNING SCENE TEXT SCENE TEXT DETECTION

51
28 Sep 2020

Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild

3 Sep 2020weijiawu/SyntoReal_STD

To address the severe domain distribution mismatch, we propose a synthetic-to-real domain adaptation method for scene text detection, which transfers knowledge from synthetic data (source domain) to real data (target domain).

ADVERSARIAL TEXT SCENE TEXT SCENE TEXT DETECTION UNSUPERVISED DOMAIN ADAPTATION

15
03 Sep 2020

TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text Detection

11 Aug 2020LianaWang/TextRay

Arbitrary-shaped text detection is a challenging task due to the complex geometric layouts of texts such as large aspect ratios, various scales, random rotations and curve shapes.

SCENE TEXT SCENE TEXT DETECTION

41
11 Aug 2020

Text Detection and Recognition in the Wild: A Review

8 Jun 2020shengyp/fake_news

Thus, unlike previous surveys in this field, the objectives of this survey are as follows: first, offering the reader not only a review on the recent advancement in scene text detection and recognition, but also presenting the results of conducting extensive experiments using a unified evaluation framework that assesses pre-trained models of the selected methods on challenging cases, and applies the same evaluation criteria on these techniques.

AUTONOMOUS DRIVING SCENE TEXT SCENE TEXT DETECTION

1
08 Jun 2020

TextFuseNet: Scene Text Detection with Richer Fused Features

17 May 2020ying09/TextFuseNet

More specifically, we propose to perceive texts from three levels of feature representations, i. e., character-, word- and global-level, and then introduce a novel text representation fusion technique to help achieve robust arbitrary text detection.

SCENE TEXT SCENE TEXT DETECTION

178
17 May 2020

$R^3$: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge

28 Apr 2020ying09/TextFuseNet

We propose an unsupervised approach for sarcasm generation based on a non-sarcastic input sentence.

SCENE TEXT DETECTION

178
28 Apr 2020

ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection

CVPR 2020 wangyuxin87/ContourNet

Then a novel Local Orthogonal Texture-aware Module (LOTM) models the local texture information of proposal features in two orthogonal directions and represents text region with a set of contour points.

REGION PROPOSAL SCENE TEXT SCENE TEXT DETECTION

172
10 Apr 2020

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

CVPR 2020 aim-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

1,995
24 Feb 2020