Desarrollo de un Software Basado en Visión Artificial para Atender Necesidades de Personas con Discapacidad Visual en un Escenario de Enseñanza-Aprendizaje.

Vista sencilla de ítem
dc.contributor.advisorAmaya, Sindy Paola
dc.contributor.advisorCamacho Poveda, Edgar Camilo
dc.contributor.authorSalamanca Montoya, Hernan Felipe
dc.contributor.authorAvendaño Moreno, Juan David
dc.contributor.corporatenameUniversidad Santo Tomasspa
dc.contributor.corporatenameGrupo de Estudio y Desarrollo en Robóticaspa
dc.date.accessioned2022-09-12T12:20:41Z
dc.date.available2022-09-12T12:20:41Z
dc.date.issued2022-09-10
dc.descriptionEn este documento se describe el proceso de desarrollo de un software construido a partir de diversos algoritmos de visión artificial que cumplen diferentes funciones, como lo son: la extracción de textos a partir de imágenes, la estimación de los sentimientos a partir de un ros- tro humano, y la descripción de los gestos corporales de una persona, entre otros. Esto con la finalidad de obtener un software capaz de brindar apoyo a una persona que tenga alguna discapacidad visual, en un aula de clase presencial.spa
dc.description.abstractThis document describes the development process of a software built from of various artificial vision algorithms that fulfill different functions, such as: extraction of texts from images, estimation of emotions from a face, human body, and the description of the body gestures of a person, among others. This with the purpose of obtaining software capable of providing support to a person who has any visual disability, in a face-to-face classroom.spa
dc.description.degreelevelPregradospa
dc.description.degreenameIngeniero Electronicospa
dc.format.mimetypeapplication/pdf
dc.identifier.citationSalamanca Montoya, H. F. y Avendaño Moreno, J. D. (2022). Desarrollo de un software basado en visión artificial para atender necesidades de personas con discapacidad visual en un escenario de enseñanza-aprendizaje. [Trabajo de Grado, Universidad Santo Tomás]. Repositorio Institucional.spa
dc.identifier.instnameinstname:Universidad Santo Tomásspa
dc.identifier.reponamereponame:Repositorio Institucional Universidad Santo Tomásspa
dc.identifier.repourlrepourl:https://repository.usta.edu.cospa
dc.identifier.urihttp://hdl.handle.net/11634/47068
dc.language.isospa
dc.publisherUniversidad Santo Tomásspa
dc.publisher.branchCRAI-USTA Bogotáspa
dc.publisher.facultyFacultad de Ingeniería Electrónicaspa
dc.publisher.programPregrado Ingeniería Electrónicaspa
dc.relation.referencesPETROU, Maria; BOSGOGIANNI, Panagiota; BOSDOGIANNI, Panagiota. Image proces- sing. John Wiley Sons Limited, 1999.spa
dc.relation.referencesRUSS, John C., et al. The image processing handbook. Computers in Physics, 1994, vol. 8, no 2, p. 177-178.spa
dc.relation.referencesCOMER, Mary L.; DELP III, Edward J. Morphological operations for color image processing. Journal of electronic imaging, 1999, vol. 8, no 3, p. 279-289.spa
dc.relation.referencesHARMON, Leon D. Artificial neuron. Science, 1959, vol. 129, no 3354, p. 962-963.spa
dc.relation.referencesGERSHENSON, Carlos. Artificial neural networks for beginners. arXiv preprint cs/0308031, 2003.spa
dc.relation.referencesWANG, Sun-Chong. Artificial neural network. En Interdisciplinary computing in java pro- gramming. Springer, Boston, MA, 2003. p. 81-100.spa
dc.relation.referencesGALLANT, Stephen I.; GALLANT, Stephen I. Neural network learning and expert systems. MIT press, 1993.spa
dc.relation.referencesHE, Kaiming; SUN, Jian; TANG, Xiaoou. Guided image filtering. En European conference on computer vision. Springer, Berlin, Heidelberg, 2010. p. 1-14.spa
dc.relation.referencesWISCHIK, Damon; HANDLEY, Mark; BRAUN, Marcelo Bagnulo. The resource pooling principle. ACM SIGCOMM Computer Communication Review, 2008, vol. 38, no 5, p. 47-52.spa
dc.relation.referencesALBAWI, Saad; MOHAMMED, Tareq Abed; AL-ZAWI, Saad. Understanding of a con- volutional neural network. En 2017 International Conference on Engineering and Technology (ICET). Ieee, 2017. p. 1-6.spa
dc.relation.referencesPETROU, Maria; BOSGOGIANNI, Panagiota; BOSDOGIANNI, Panagiota. Image proces- sing. John Wiley Sons Limited, 1999.spa
dc.relation.referencesPLAZA, Antonio, et al. Spatial/spectral endmember extraction by multidimensional morpho- logical operations. IEEE transactions on geoscience and remote sensing, 2002, vol. 40, no 9, p. 2025-2041spa
dc.relation.referencesTACCHINO, Francesco, et al. An artificial neuron implemented on an actual quantum processor. npj Quantum Information, 2019, vol. 5, no 1, p. 1-8.spa
dc.relation.referencesYAMASHITA, Rikiya, et al. Convolutional neural networks: an overview and application in radiology. Insights into imaging, 2018, vol. 9, no 4, p. 611-629.spa
dc.relation.referencesEl Instituto Nacional para Ciegos (INCI) Accessed on: Mar. 11, 2021. [Online]. Available: https://www.inci.gov.co/elinstitutospa
dc.relation.referencesJAMES, William, et al. On a certain blindness in human beings. Pragmatism and other writings, 1899, p. 269.spa
dc.relation.referencesGobierno de Colombia. «Resultados Censo Nacional de Población y Vivienda 2018». En: Resultados Censo Nacional de Población y Vivienda 2018 1 (2018)spa
dc.relation.referencesAlexis Hidalgo Maldonado y Revista Educativa Internacional. «DIFICULTADES DE APREN- DIZAJE EN EL ALUMNADO CON DÉFICIT VISUAL y CIEGO». En: 2016 International Con- ference Communications and Informatics, ICACCI 2016 1 (2016).spa
dc.relation.referencesS. Divya y col. «Smart Assistance Navigational System for Visually Impaired Individuals». En: IEEE International Conference on Intelligent Techniques in Control, Optimization and Sig- nal Processing, INCOS 2019 (2019). DOI: 10.1109/INCOS45849.2019.8951333.spa
dc.relation.referencesLilit Hakobyan y col. Mobile assistive technologies for the visually impaired. Nov. de 2013. URL: http://trap.ncirl.ie/3170/.spa
dc.relation.referencesBa ̧sak Süller Zor y Arzu Vuru ̧skan. «ASSISTIVE TECHNOLOGIES FOR INDIVIDUALS WITH VISUAL IMPAIRMENT: CONTRIBUTION OF DESIGN IN THE FIELD OF CLOTHING». En: Mühendislik Bilimleri ve Tasarım Dergisi 7.4 (2019), págs. 913-925. ISSN: 1308- 6693. DOI: 10.21923/jesd.482180.spa
dc.relation.referencesL. Leija, P. Hernandez y S. Santiago. «Reader instrument of basic texts to the teaching of blind people». En: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings 1 (1999), pág. 588. ISSN: 05891019. DOI: 10.1109/iembs.1999. 802666.spa
dc.relation.referencesCássia Cristiane De Freitas Alves y col. «Assistive technology applied to education of students with visual impairment». En: Revista Panamericana de Salud Publica/Pan Ameri- can Journal of Public Health 26.2 (2009), págs. 148-152. ISSN: 16805348. DOI: 10.1590/s1020- 49892009000800007spa
dc.relation.referencesChristina Dicke, Katrin Wolf y Yaroslav Tal. «Foogue: Eyes-Free Interaction for Smartpho- nes Christina». En: (2010), págs. 1-3.spa
dc.relation.referencesNarcisa Isaila. «The Assistive Software, Useful and Necessary Tool for Blind Student’s Abi- lities Development». En: Procedia - Social and Behavioral Sciences 116 (2014), págs. 2189-2192. ISSN: 18770428. DOI: 10.1016/j.sbspro.2014.01.541. URL: http://dx.doi. org/10.1016/j.sbspro.2014.01.541.spa
dc.relation.referencesFato ̧s Silman, Hüseyin Yaratan y Tolgay Karanfiller. «Use of assistive technology for teaching- learning and administrative processes for the visually impaired people». En: Eurasia Journal of Mathematics, Science and Technology Education 13.8 (2017), págs. 4805-4813. ISSN: 13058223. DOI: 10.12973/eurasia.2017.00945a.spa
dc.relation.referencesJoao Ulisses y col. «ACE assisted communication for education: Architecture to support blind deaf communication». En: IEEE Global Engineering Education Conference, EDUCON 2018-April (2018), págs. 1015-1023. ISSN: 21659567. DOI: 10.1109/EDUCON.2018. 8363341.spa
dc.relation.referencesJacket Demby’s y col. «Object Detection and Pose Estimation Using CNN in Embedded Hardware for Assistive Technology». En: 2019 IEEE Symposium Series on Computational Inte- lligence, SSCI 2019 (2019), págs. 3165-3171. DOI: 10 . 1109 / SSCI44817 . 2019 . 9002767.spa
dc.relation.referencesWan Jung Chang y col. «An AI edge computing based W earable assistive device for vi- sually impaired people zebra-crossing walking». En: Digest of Technical Papers - IEEE Interna- tional Conference on Consumer Electronics 2020-Janua (2020), págs. 4-5. ISSN: 0747668X. DOI: 10.1109/ICCE46568.2020.9043132spa
dc.relation.referencesMinTIC. ConVerTic. es. URL: http://convertic.gov.co/641/w3-propertyvalue-15341.html.spa
dc.relation.referencesMarion A. Hersh A y Michael A. Johnson. Assistive Technology for Visually Impaired and Blind People. Ed. por David Keating y col. Springer. ISBN: 9781846288661.spa
dc.relation.referencesTesseract OCR. en. URL: https://github.com/tesseract-ocr/tesseract.spa
dc.relation.referencesGoogle Text to Speech. en. URL: https://github.com/pndurette/gTTS.spa
dc.relation.referencesPyTTSx3. en. URL: https://github.com/nateshmbhat/pyttsx3.spa
dc.relation.referencesFacial Expression Recognition. en. URL: https://github.com/justinshenk/fer.spa
dc.relation.referencesPriya-Dwivedi. en. URL: https://github.com/priya-dwivedi/faceandemotiondetection.spa
dc.relation.referencesFacial Emotion Recognition. en. URL: https://pypi.org/project/facial-emotion-recognition/.spa
dc.relation.referencesAtulapra Emotion Detection. en. URL: https://github.com/atulapra/Emotion-detection.spa
dc.relation.referencesMathpix. en. URL: https://github.com/Mathpix.spa
dc.relation.referencesBoletines Poblacionales. Personas con Discapacidad -PCD. en. URL: https://www.minsalud.gov.co/sites/ poblacionales-personas-discapacidadI-2020.pdfspa
dc.rightsAtribución-NoComercial-CompartirIgual 2.5 Colombia
dc.rights.accessrightsinfo:eu-repo/semantics/openAccess
dc.rights.coarhttp://purl.org/coar/access_right/c_abf2
dc.rights.localAbierto (Texto Completo)spa
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/2.5/co/
dc.subject.keywordAIspa
dc.subject.keywordArtificial Intelligencespa
dc.subject.keywordblindnessspa
dc.subject.keywordVisual disabilityspa
dc.subject.keywordface-to-face classspa
dc.subject.proposalIAspa
dc.subject.proposalInteligencia Artificialspa
dc.subject.proposalCegueraspa
dc.subject.proposalDiscapacidad visualspa
dc.subject.proposalVisión Artificialspa
dc.subject.proposalClase presencialspa
dc.titleDesarrollo de un Software Basado en Visión Artificial para Atender Necesidades de Personas con Discapacidad Visual en un Escenario de Enseñanza-Aprendizaje.spa
dc.typebachelor thesis
dc.type.coarhttp://purl.org/coar/resource_type/c_7a1f
dc.type.coarversionhttp://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.driveinfo:eu-repo/semantics/bachelorThesis
dc.type.localTesis de pregradospa
dc.type.versioninfo:eu-repo/semantics/acceptedVersion

Archivos

Bloque original

Mostrando 1 - 3 de 3
Miniatura
Nombre:
DESARROLLO DE UN SOFTWARE BASADO EN.pdf
Tamaño:
11.74 MB
Formato:
Adobe Portable Document Format
Descripción:
Documento principal
Descargar
Miniatura
Nombre:
Carta_autorizacion_autoarchivo_autor_2021 (4).pdf
Tamaño:
1.01 MB
Formato:
Adobe Portable Document Format
Descripción:
Descargar
Miniatura
Nombre:
2022cartadefacultad.pdf
Tamaño:
831.21 KB
Formato:
Adobe Portable Document Format
Descripción:
Descargar

Bloque de licencias

Mostrando 1 - 1 de 1
Miniatura
Nombre:
license.txt
Tamaño:
807 B
Formato:
Item-specific license agreed upon to submission
Descripción:
Descargar

Colecciones

Pregrado Ingeniería Electrónica