A speech-based driver assisting module for Intelligent Transport System

Aim of this research is to transform images of roadside traffic panels to speech to assist the vehicle driver, which is a new approach in the state-of-the-art of the advanced driver assistance systems. The designed system comprises of three modules, where the first module is used to capture and dete...

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Bibliographic Details
Main Authors Sarma, Himangshu, Saharia, Navanath
Format Journal Article
LanguageEnglish
Published 31.10.2018
Subjects
Computer Science - Human-Computer Interaction
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Summary:Aim of this research is to transform images of roadside traffic panels to speech to assist the vehicle driver, which is a new approach in the state-of-the-art of the advanced driver assistance systems. The designed system comprises of three modules, where the first module is used to capture and detect the text area in traffic panels, second module is responsible for converting the image of the detected text area to editable text and the last module is responsible for transforming the text to speech. Additionally, during experiments, we developed a corpus of 250 images of traffic panels for two Indian languages.
DOI:10.48550/arxiv.1810.13206