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Scene Text Recognition

24 papers with code ยท Computer Vision
Subtask of Scene Parsing

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Latest papers without code

A New Perspective for Flexible Feature Gathering in Scene Text Recognition Via Character Anchor Pooling

10 Feb 2020

Irregular scene text recognition has attracted much attention from the research community, mainly due to the complexity of shapes of text in natural scene.

SCENE TEXT RECOGNITION

GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition

4 Feb 2020

Extensive experiments on standard benchmarks demonstrate that our end-to-end model achieves a new state-of-the-art for regular and irregular scene text recognition and needs 6 times shorter inference time than attentionbased methods.

SCENE TEXT RECOGNITION

Scene Text Recognition With Finer Grid Rectification

26 Jan 2020

Scene Text Recognition is a challenging problem because of irregular styles and various distortions.

SCENE TEXT RECOGNITION

TextScanner: Reading Characters in Order for Robust Scene Text Recognition

28 Dec 2019

Driven by deep learning and the large volume of data, scene text recognition has evolved rapidly in recent years.

SCENE TEXT RECOGNITION SEMANTIC SEGMENTATION

Scene Text Recognition with Temporal Convolutional Encoder

4 Nov 2019

In this paper, we study text recognition framework by considering the long-term temporal dependencies in the encoder stage.

SCENE TEXT RECOGNITION

MASTER: Multi-Aspect Non-local Network for Scene Text Recognition

7 Oct 2019

Attention based scene text recognizers have gained huge success, which leverage a more compact intermediate representations to learn 1d- or 2d- attention by a RNN-based encoder-decoder architecture.

SCENE TEXT RECOGNITION

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

ICCV 2019

While each claim to have pushed the boundary of the technology, a holistic and fair comparison has been largely missing in the field due to the inconsistent choices of training and evaluation datasets.

SCENE TEXT RECOGNITION

Symmetry-Constrained Rectification Network for Scene Text Recognition

ICCV 2019

Reading text in the wild is a very challenging task due to the diversity of text instances and the complexity of natural scenes.

SCENE TEXT RECOGNITION

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

16 Sep 2019

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