Abstract

Currently, a large amount of information is presented graphically. However, visually impaired individuals do not have access to visual information. Instead, they depend on tactile illustrations—raised lines, textures, and elevated graphics that are felt through touch—to perceive geometric and various other objects in textbooks. Tactile graphics are considered an important factor for students in the science, technology, engineering, and mathematics fields seeking a quality education because teaching materials in these fields are frequently conveyed with diagrams and geometric figures. In this paper, we conducted a systematic literature review to identify the current state of research in the field of automatic tactile graphics generation. Over 250 original research papers were screened and the most appropriate studies on automatic tactile graphic generation over the last six years were classified. The reviewed studies explained numerous current solutions in static and dynamic tactile graphics generation using conventional computer vision and artificial intelligence algorithms, such as refreshable tactile displays for education and machine learning models for tactile graphics classification. However, the price of refreshable tactile displays is still prohibitively expensive for low- and middle-income users, and the lack of training datasets for the machine learning model remains a problem.

Highlights

  • The current gaps and issues we identified in the field of automatic tactile graphics generation during the review are listed below: 1

  • Motivated by the lack of a systematic literature review on the status of research regarding automatic tactile graphics generation for blind and visually impaired (BVI) individuals, we conducted a review of 257 studies from 2015 to March 2021

  • We chose and reviewed 26 studies relevant to the objectives and questions of this research paper based on the rules of exclusion and inclusion

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Summary

Introduction

The sense of touch is an indispensable source of data for individuals investigating scenes in nearby areas It passes various tactile data, such as pressing factor, torment, temperature, and vibration, to the focal sensory system, thereby helping people to perceive their environments and avoid potential wounds [1]. People with visual disabilities who perceive the environment through the sense of touch are unable to understand graphical representations, limiting their ability to fully benefit from the information age. This community comprises blind and visually impaired (BVI) individuals. A fundamental requirement for making tactile graphics available for learners with visual disabilities is a methodology that is simple and natural for both learners and educators to utilize

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