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 original | Inglés |
---|---|
Título de la publicación alojada | CSEI |
Subtítulo de la publicación alojada | International 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 |
Editores | Marcelo V. Garcia, Carlos Gordón-Gallegos |
Editorial | Springer Science and Business Media Deutschland GmbH |
Páginas | 366-379 |
Número de páginas | 14 |
ISBN (versión impresa) | 9783031305917 |
DOI | |
Estado | Publicada - 2023 |
Evento | International Conference on Computer Science, Electronics, and Industrial Engineering, CSEI 2022 - Ambato, Ecuador Duración: 7 nov. 2022 → 11 nov. 2022 |
Serie de la publicación
Nombre | Lecture Notes in Networks and Systems |
---|---|
Volumen | 678 LNNS |
ISSN (versión impresa) | 2367-3370 |
ISSN (versión digital) | 2367-3389 |
Conferencia
Conferencia | International Conference on Computer Science, Electronics, and Industrial Engineering, CSEI 2022 |
---|---|
País/Territorio | Ecuador |
Ciudad | Ambato |
Período | 7/11/22 → 11/11/22 |
Nota bibliográfica
Publisher Copyright:© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.