A Cloud-Based Big Data System to Support Visually Impaired People

H. Temuçin, A.S. Keçeli, A. Kaya, H.Y. Yaliç, B. Tekinerdogan

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

In society, visual impairment is one of the important health issues that severely impede the daily life and welfare of many people. According to the 2014 World Health Organization (WHO) report, there exist 285 million visually impaired people worldwide, and more than 400 thousand in Turkey. To support the visually impaired people and likewise help them integrate into the society, several challenges need to be solved. In this study, we focus on two important issues, including the reading of normal, non-braille text, and face recognition. Reading of normal texts beyond Braille is one of the important life activities that is required in the daily personal and professional life of people. Face recognition is important for social interaction and communication. To solve both problems we propose a system which can help visually impaired people to recognize human faces and read normal text. The tool is based on a cloud-based architecture whereby services are provided for text and face recognition. The services are based on big data analytics together with deep learning algorithms. In this chapter, we discuss the overall architecture for such a text and face recognition system, the design decisions, the key challenges, the presented analytics approaches and the lessons learned that could be of value to both practitioners and researchers.
Original languageEnglish
Title of host publicationComputational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications
EditorsA. Kumar Sangaja, Z. Zhang, M. Sheng
PublisherElsevier Academic Press
Chapter1
Number of pages1
ISBN (Electronic)9780128133279
ISBN (Print)9780128133149
Publication statusPublished - 31 Aug 2018

Fingerprint Dive into the research topics of 'A Cloud-Based Big Data System to Support Visually Impaired People'. Together they form a unique fingerprint.

  • Cite this

    Temuçin, H., Keçeli, A. S., Kaya, A., Yaliç, H. Y., & Tekinerdogan, B. (2018). A Cloud-Based Big Data System to Support Visually Impaired People. In A. Kumar Sangaja, Z. Zhang, & M. Sheng (Eds.), Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications Elsevier Academic Press.