Proceedings of the 2015 International Conference on Recent Advances in Computer Systems

Feed Forward Neural Network Training Based Interactive Shopping for Blind

Authors
Farzana Jabeen, Aslam Muhammad, Martinez Enriquez
Corresponding Author
Farzana Jabeen
Available Online November 2015.
DOI
https://doi.org/10.2991/racs-15.2016.13How to use a DOI?
Keywords
shopping assistance, neural network, speech technology.
Abstract
Today shopping markets pay attention towards customer needs and services. Unfortunately the blind and vision impaired person are still incapable to access these environments without reliance. Assistive technology is trying to sway the living style of the blind by introducing support systems for routinely actions like reading, writing, walking, Web surfing, and shopping. However, still the blind have to count on others for personal accessories shopping. To overcome this problem, we designed and developed a talking accessories selector. Our system is trained using feed forward techniques with a feature level block-based multi-focus image fusion method to provide suggestions regarding product selection, fitness, and color combination, for instance in dress and jewelry. The evaluation of our system takes into account specialists opinions, such that statistical analysis shows similarity between both.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
Part of series
Advances in Computer Science Research
Publication Date
November 2015
ISBN
978-94-6252-146-9
ISSN
2352-538X
DOI
https://doi.org/10.2991/racs-15.2016.13How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Farzana Jabeen
AU  - Aslam Muhammad
AU  - Martinez Enriquez
PY  - 2015/11
DA  - 2015/11
TI  - Feed Forward Neural Network Training Based Interactive Shopping for Blind
PB  - Atlantis Press
SP  - 81
EP  - 87
SN  - 2352-538X
UR  - https://doi.org/10.2991/racs-15.2016.13
DO  - https://doi.org/10.2991/racs-15.2016.13
ID  - Jabeen2015/11
ER  -