Electronic Bracelet with Artificial Vision for Assisting Blind People

Jessica Tipantuña, Alan Rodriguez, William Oñate, Gustavo Caiza

Producción científica: Capítulo del libro/informe/acta de congresoContribución de conferenciarevisión exhaustiva

Resumen

In recent years technological progress has enabled the development of new applications in different fields, among which there is social aid as one of the areas in constant growth, where various applications and electronic devices have been developed. Visual disability and blindness are the main types of disabilities that are present in human beings around the world. This document presents the development of a bracelet prototype that uses artificial vision to assist blind people, providing information to the user about the recognition of garments with their corresponding colors, and using the camera for acquiring images in real-time with hearing feedback. The proposed system is constituted by bof2 subprocesses. The first carries out the detection of garments and consists of 5 steps: image processing, training with images, garment detection, comparison, and result. The second subprocess carries out color detection. The method of HAAR feature-based classifiers was used here, which yielded average detections of 88.3% depending on the size of the garment and the distance to it.

Idioma originalInglés
Título de la publicación alojadaCSEI
Subtítulo de la publicación alojadaInternational Conference on Computer Science, Electronics and Industrial Engineering (CSEI) - Advances and Applications in Computer Science, Electronics and Industrial Engineering. Proceedings of the Conference on Computer Science, Electronics and Industrial Engineering, CSEI 2022
EditoresMarcelo V. Garcia, Carlos Gordón-Gallegos
EditorialSpringer Science and Business Media Deutschland GmbH
Páginas366-379
Número de páginas14
ISBN (versión impresa)9783031305917
DOI
EstadoPublicada - 2023
EventoInternational Conference on Computer Science, Electronics, and Industrial Engineering, CSEI 2022 - Ambato, Ecuador
Duración: 7 nov. 202211 nov. 2022

Serie de la publicación

NombreLecture Notes in Networks and Systems
Volumen678 LNNS
ISSN (versión impresa)2367-3370
ISSN (versión digital)2367-3389

Conferencia

ConferenciaInternational Conference on Computer Science, Electronics, and Industrial Engineering, CSEI 2022
País/TerritorioEcuador
CiudadAmbato
Período7/11/2211/11/22

Nota bibliográfica

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

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