DeepAI AI Chat
Log In Sign Up

Real-Time Text Detection and Recognition

by   Shuonan Pei, et al.

Inrecentyears,ConvolutionalNeuralNet-work(CNN) is quite a popular topic, as it is a powerful andintelligent technique that can be applied in various fields.The YOLO is a technique that uses the algorithms for real-time text detection tasks. However, issues like, photometricdistortion and geometric distortion, could affect the systemYOLO accuracy and cause system failure. Therefore, thereare improvements that can make the system work better. Inthis paper, we are going to present our solution - a potentialsolution of a fast and accurate real-time text direction andrecognition system. The paper covers the topic of Real-TimeText detection and recognition in three major areas: 1. videoand image preprocess, 2. Text detection, 3. Text recognition. Asa mature technique, there are many existing methods that canpotentially improve the solution. We will go through some ofthose existing methods in the literature review session. In thisway, we are presenting an industrial strength, high-accuracy,Real-Time Text Detection and recognition tool.


FOTS: Fast Oriented Text Spotting with a Unified Network

Incidental scene text spotting is considered one of the most difficult a...

Context-Free TextSpotter for Real-Time and Mobile End-to-End Text Detection and Recognition

In the deployment of scene-text spotting systems on mobile platforms, li...

A Survey of Real-Time Social-Based Traffic Detection

Online traffic news web sites do not always announce traffic events in a...

HOG based Fast Human Detection

Objects recognition in image is one of the most difficult problems in co...

LIP: Lightweight Intelligent Preprocessor for meaningful text-to-speech

Existing Text-to-Speech (TTS) systems need to read messages from the ema...

BitTorrent is Apt for Geophysical Data Collection and Distribution

This article covers a nouveau idea of how to collect and handle geophysi...

Text Detection and Recognition in images: A survey

Text Detection and recognition is a one of the important aspect of image...