Artificial neural network based color identification and detection to help color blind people.
Background: Color vision defects (CVD), another name for color blindness, is a condition characterized by signs of failure of the optic nerve, which connects to the brain. People who suffer from color blindness have trouble identifying colors both physically and perceptually. Thus, that those who su...
| Publicado en: | Technology & Disability Vol. 38; no. 2; pp. 190 - 204 |
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| Autores principales: | , , |
| Formato: | computer program equations & formulas pictorial research tables/charts Journal Article |
| Publicado: |
Sage Publications Inc.
May2026
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=193059345&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 193059345 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 10554181 3QS jtl: Technology & Disability issn: 10554181 maglogo: N pubinfo: dt: May2026 vid: 38 iid: 2 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 193059345 189539133 193059345 193059345 10.1177/10554181251398996 193059345 ppf: 190 ppct: 14 formats: tig: atl: Artificial neural network based color identification and detection to help color blind people. aug: au: Budisusila, Eka Nuryanto Hapsari, Jenny Putri Ismail, Munaf affil: Electrical Department of Universitas Islam Sultan Agung, Semarang, Indonesia sug: subj: Neural Networks (Computer) Utilization Color Perception Color Vision Defects Rehabilitation Assistive Technology Devices Utilization Human Algorithms Artificial Intelligence Utilization Light Biosensors Microcomputers Software Data Analysis Visual Perception Power Sources Data Collection Descriptive Statistics ab: Background: Color vision defects (CVD), another name for color blindness, is a condition characterized by signs of failure of the optic nerve, which connects to the brain. People who suffer from color blindness have trouble identifying colors both physically and perceptually. Thus, that those who suffer from it are unable to appropriately differentiate between colors. Objective: In order to recognize colors, victims require a tool. A technology that can assist color blind people in recognizing colors is being tried in this investigation. Methods: The Artificial Neural Network (ANN) algorithm is embedded into the hardware of the system, which is based on artificial intelligence (AI). A light sensor based on the Red, Green, and Blue (RGB) filter is employed. RGB data will be sent into the ANN. An Arduino Due microcontroller is equipped with an ANN program that functions as a data processor. This system's outputs are the color speech on the speaker and the color text on a dot-matrix LED display. Results: This system's output is represented by the color that is shown on the LED dot-matrix display board. The method is successful in identifying all 16 of the training colors. Targets and outputs have an MSE of roughly 0.0001. Conclusions: The findings of this study should assist those who are color blind in identifying colors by listening to the speaker's sound and reading the display board that the system displays. pubtype: Academic Journal doctype: computer program equations & formulas pictorial research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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