About

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

Benchmarks

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Subtasks

Datasets

Latest papers without code

MOST: A Multi-Oriented Scene Text Detector with Localization Refinement

2 Apr 2021

Over the past few years, the field of scene text detection has progressed rapidly that modern text detectors are able to hunt text in various challenging scenarios.

SCENE TEXT SCENE TEXT DETECTION

Tracking Based Semi-Automatic Annotation for Scene Text Videos

29 Mar 2021

Moreover, a paired low-quality scene text video dataset named Text-RBL is proposed, consisting of raw videos, blurry videos, and low-resolution videos, labeled by the proposed convenient semi-automatic labeling strategy.

SCENE TEXT SCENE TEXT DETECTION

Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection

16 Mar 2021

The framework utilizes Conceptual Text Regions (CTRs), which is a class of cognition-based tools inheriting good mathematical properties, allowing for sophisticated label design.

SCENE TEXT SCENE TEXT DETECTION

Detection and Rectification of Arbitrary Shaped Scene Texts by using Text Keypoints and Links

1 Mar 2021

Detection and recognition of scene texts of arbitrary shapes remain a grand challenge due to the super-rich text shape variation in text line orientations, lengths, curvatures, etc.

RECTIFICATION SCENE TEXT SCENE TEXT DETECTION

Scene Text Detection for Augmented Reality -- Character Bigram Approach to reduce False Positive Rate

26 Dec 2020

Natural scene text detection is an important aspect of scene understanding and could be a useful tool in building engaging augmented reality applications.

SCENE TEXT SCENE TEXT DETECTION SCENE UNDERSTANDING TEXT SPOTTING

Scene Text Detection with Scribble Lines

9 Dec 2020

It is a general labeling method for texts with various shapes and requires low labeling costs.

SCENE TEXT SCENE TEXT DETECTION

Towards Spatio-Temporal Video Scene Text Detection via Temporal Clustering

19 Nov 2020

With only bounding-box annotations in the spatial domain, existing video scene text detection (VSTD) benchmarks lack temporal relation of text instances among video frames, which hinders the development of video text-related applications.

SCENE TEXT SCENE TEXT DETECTION

A Human Eye-based Text Color Scheme Generation Method for Image Synthesis

15 Oct 2020

The advantages of our method are as follows: (1) overcomes the color confusion problem between text and background caused by dirty data; (2) the texts generated are allowed to appear in most locations of any image, even across depths; (3) avoids analyzing the depth of background, such that the performance of our method exceeds the state-of-the-art methods; (4) the speed of generating images is fast, nearly one picture generated per three milliseconds.

4 IMAGE GENERATION SCENE TEXT SCENE TEXT DETECTION

Scene Text Detection with Selected Anchor

19 Aug 2020

Object proposal technique with dense anchoring scheme for scene text detection were applied frequently to achieve high recall.

REGION PROPOSAL SCENE TEXT SCENE TEXT DETECTION

Robust Handwriting Recognition with Limited and Noisy Data

18 Aug 2020

Despite the advent of deep learning in computer vision, the general handwriting recognition problem is far from solved.

DATA AUGMENTATION HANDWRITING RECOGNITION SCENE TEXT SCENE TEXT DETECTION