使用图像处理和OpenCV的色盲人士的颜色指南

IF 1.7 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
P. Kompalli, Archana Kalidindi, Janakidevi Chilukala, Kumudini Nerella, Wajahath Shaik, Divija Cherukuri
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引用次数: 0

摘要

颜色是大自然的微笑。数字图像处理广泛使用颜色函数,因为它是一种有效的分类和识别物体的工具,可以根据各种相关的颜色深浅来区分物体。这项工作旨在创建一个软件工具,帮助色盲个体识别图像中可能与他们相似的颜色和边缘。如果你没有色觉缺陷,很难想象色盲是什么样子。色盲的人由于无法区分颜色,在特定的职业中受到限制,有时甚至被取消资格。这项研究的目的是创造一种技术或方法来准确识别不同深浅的颜色,并为色盲患者预测它们的名字。这个项目利用图像处理技术来创建一个系统,可以识别和区分图像中的颜色。本项目中用于颜色检测的算法识别图像中与定义的颜色或颜色范围对应的像素,并提供颜色名称及其对应的B、G和R值。这项工作对色盲的人非常有帮助,特别是当他们想知道事物的颜色时。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Color Guide for Color Blind People Using Image Processing and OpenCV
Colors are the smiles of nature. Digital image processing has widely employed the use of the function the color due to its effectiveness as a tool in classifying and identifying objects, which can be distinguished based on various relevant shades of color. This work aims to create a software tool that assists color-blind individuals in identifying the colors and edges in an image that may appear similar to them. If you are not suffering from a color vision deficiency it is very hard to imagine how it looks like to be color blind. Individuals with color blindness are limited and sometimes even disqualified from specific professions due to their inability to differentiate between colors. The objective of this research is to create a technique or approach for accurately identifying different shades of colors and predicting their names specifically for individuals with color blindness. This project utilizes image processing techniques to create a system that can recognize and distinguish colors in an image. The algorithm used for color detection in this project recognizes pixels in an image that correspond to a defined color or color range and provides the name of the color along with its corresponding B, G and R values. This work will be very helpful for people who suffer from color blindness especially when they want to know the color of the things.
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来源期刊
CiteScore
4.00
自引率
46.20%
发文量
143
审稿时长
12 weeks
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