Web tool for generating image maps with YOLO, OCR, Python and Angular based on the W3C Web Accessibility Initiative (WAI)

Angel Perez-Muñoz; Edwin Marquez-Lozado

doi:10.1109/IHTC58960.2023.10508865

Web tool for generating image maps with YOLO, OCR, Python and Angular based on the W3C Web Accessibility Initiative (WAI)

Angel Perez-Muñoz
, Edwin Marquez-Lozado

Grupo de Investigación de Inteligencia Artificial y Tecnologías de Asistencia (GI-IATA)

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

According to the World Health Organization (WHO), for every million inhabitants there are 5,000 blind and 20,000 visually impaired people, which highlights the importance of considering web accessibility in all content, especially images. This scientific article addresses the relevance of web accessibility and the promotion of inclusive and equitable education, aligned with Sustainable Development Goal 4 (SDG 4). The development of diagram image maps that can be employed for educational use is proposed as a solution to improve web accessibility, using two approaches: an automatic one based on the YOLO (You Only Look Once) algorithm and Optical Character Recognition (OCR), and a manual approach using a web page. The results of the implementation of both strategies are discussed, highlighting their effectiveness in ensuring an inclusive online experience. It also uses the W3C Web Accessibility Initiative (WAI) as a framework to comply with accessibility standards.

Idioma original	Inglés
Título de la publicación alojada	2023 IEEE International Humanitarian Technology Conference, IHTC 2023
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9798350314311
DOI	https://doi.org/10.1109/IHTC58960.2023.10508865
Estado	Publicada - 2023
Evento	2023 IEEE International Humanitarian Technology Conference, IHTC 2023 - Santa Marta, Colombia Duración: 1 nov. 2023 → 3 nov. 2023

Serie de la publicación

Nombre	2023 IEEE International Humanitarian Technology Conference, IHTC 2023

Conferencia

Conferencia	2023 IEEE International Humanitarian Technology Conference, IHTC 2023
País/Territorio	Colombia
Ciudad	Santa Marta
Período	1/11/23 → 3/11/23

Nota bibliográfica

Publisher Copyright:
© 2023 IEEE.

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 4: Educación de calidad

Areas de Conocimiento del CACES

316A Desarrollo y análisis de software y aplicaciones
8116A Sistemas de Información

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10.1109/IHTC58960.2023.10508865

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Perez-Muñoz, A., & Marquez-Lozado, E. (2023). Web tool for generating image maps with YOLO, OCR, Python and Angular based on the W3C Web Accessibility Initiative (WAI). En 2023 IEEE International Humanitarian Technology Conference, IHTC 2023 (2023 IEEE International Humanitarian Technology Conference, IHTC 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IHTC58960.2023.10508865

Perez-Muñoz, Angel ; Marquez-Lozado, Edwin. / Web tool for generating image maps with YOLO, OCR, Python and Angular based on the W3C Web Accessibility Initiative (WAI). 2023 IEEE International Humanitarian Technology Conference, IHTC 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 IEEE International Humanitarian Technology Conference, IHTC 2023).

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title = "Web tool for generating image maps with YOLO, OCR, Python and Angular based on the W3C Web Accessibility Initiative (WAI)",

abstract = "According to the World Health Organization (WHO), for every million inhabitants there are 5,000 blind and 20,000 visually impaired people, which highlights the importance of considering web accessibility in all content, especially images. This scientific article addresses the relevance of web accessibility and the promotion of inclusive and equitable education, aligned with Sustainable Development Goal 4 (SDG 4). The development of diagram image maps that can be employed for educational use is proposed as a solution to improve web accessibility, using two approaches: an automatic one based on the YOLO (You Only Look Once) algorithm and Optical Character Recognition (OCR), and a manual approach using a web page. The results of the implementation of both strategies are discussed, highlighting their effectiveness in ensuring an inclusive online experience. It also uses the W3C Web Accessibility Initiative (WAI) as a framework to comply with accessibility standards.",

keywords = "Angular, image maps, inclusive education, OCR, sustainable development, W3C Web Accessibility Initiative (WAI), Web accessibility, YOLO",

author = "Angel Perez-Mu{\~n}oz and Edwin Marquez-Lozado",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 IEEE International Humanitarian Technology Conference, IHTC 2023 ; Conference date: 01-11-2023 Through 03-11-2023",

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doi = "10.1109/IHTC58960.2023.10508865",

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Perez-Muñoz, A & Marquez-Lozado, E 2023, Web tool for generating image maps with YOLO, OCR, Python and Angular based on the W3C Web Accessibility Initiative (WAI). En 2023 IEEE International Humanitarian Technology Conference, IHTC 2023. 2023 IEEE International Humanitarian Technology Conference, IHTC 2023, Institute of Electrical and Electronics Engineers Inc., 2023 IEEE International Humanitarian Technology Conference, IHTC 2023, Santa Marta, Colombia, 1/11/23. https://doi.org/10.1109/IHTC58960.2023.10508865

Web tool for generating image maps with YOLO, OCR, Python and Angular based on the W3C Web Accessibility Initiative (WAI). / Perez-Muñoz, Angel; Marquez-Lozado, Edwin.
2023 IEEE International Humanitarian Technology Conference, IHTC 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 IEEE International Humanitarian Technology Conference, IHTC 2023).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

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N2 - According to the World Health Organization (WHO), for every million inhabitants there are 5,000 blind and 20,000 visually impaired people, which highlights the importance of considering web accessibility in all content, especially images. This scientific article addresses the relevance of web accessibility and the promotion of inclusive and equitable education, aligned with Sustainable Development Goal 4 (SDG 4). The development of diagram image maps that can be employed for educational use is proposed as a solution to improve web accessibility, using two approaches: an automatic one based on the YOLO (You Only Look Once) algorithm and Optical Character Recognition (OCR), and a manual approach using a web page. The results of the implementation of both strategies are discussed, highlighting their effectiveness in ensuring an inclusive online experience. It also uses the W3C Web Accessibility Initiative (WAI) as a framework to comply with accessibility standards.

AB - According to the World Health Organization (WHO), for every million inhabitants there are 5,000 blind and 20,000 visually impaired people, which highlights the importance of considering web accessibility in all content, especially images. This scientific article addresses the relevance of web accessibility and the promotion of inclusive and equitable education, aligned with Sustainable Development Goal 4 (SDG 4). The development of diagram image maps that can be employed for educational use is proposed as a solution to improve web accessibility, using two approaches: an automatic one based on the YOLO (You Only Look Once) algorithm and Optical Character Recognition (OCR), and a manual approach using a web page. The results of the implementation of both strategies are discussed, highlighting their effectiveness in ensuring an inclusive online experience. It also uses the W3C Web Accessibility Initiative (WAI) as a framework to comply with accessibility standards.

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DO - 10.1109/IHTC58960.2023.10508865

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T3 - 2023 IEEE International Humanitarian Technology Conference, IHTC 2023

BT - 2023 IEEE International Humanitarian Technology Conference, IHTC 2023

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ER -

Perez-Muñoz A, Marquez-Lozado E. Web tool for generating image maps with YOLO, OCR, Python and Angular based on the W3C Web Accessibility Initiative (WAI). En 2023 IEEE International Humanitarian Technology Conference, IHTC 2023. Institute of Electrical and Electronics Engineers Inc. 2023. (2023 IEEE International Humanitarian Technology Conference, IHTC 2023). doi: 10.1109/IHTC58960.2023.10508865

Web tool for generating image maps with YOLO, OCR, Python and Angular based on the W3C Web Accessibility Initiative (WAI)

Resumen

Serie de la publicación

Conferencia

Nota bibliográfica

ODS de las Naciones Unidas

Areas de Conocimiento del CACES

Acceder al documento

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