1. FEPS
- Author
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A K M Mahbubur Rahman, Md. Iftekhar Tanveer, Sreya Ghosh, A. S. M. Iftekhar Anam, and Mohammed Yeasin
- Subjects
Facial expression ,Social communication ,genetic structures ,business.industry ,Computer science ,Visually impaired ,media_common.quotation_subject ,Inference ,Usability ,Sensory substitution ,Sonification ,ComputerApplications_MISCELLANEOUS ,Perception ,Computer vision ,Artificial intelligence ,business ,media_common ,Cognitive psychology - Abstract
This work demonstrates a visual-to-auditory Sensory Substitution System (SSD) called Facial Expression Perception through Sound (FEPS). It is designed to enable the visually impaired people to participate in a more effective social communication by perceiving their interlocutor's facial expressions. The earlier SSDs provided feedback on inferred emotions, where as, this system responds to the facial movements. This is a better method than emotion inference due to complexities in expression-to-emotion mapping, the problem of capturing multitude of possible emotions derived from a limited facial movements and the difficulty to correctly predict emotions due to lack in ground truth data. In this work, the user's ability to understand the facial expressions has been ensured by a usability study.
- Published
- 2012
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