Shape Based Pakistan Sign Language Categorization Using Statistical Features and Support Vector Machines

Shape Based Pakistan Sign Language Categorization Using Statistical Features and Support Vector Machines

All over the world, deaf use sign language to communicate each other. The signs are built and communicated through movements and the shapes of the hands. Pakistan sign language (PSL) is used by the deaf community of Pakistan. Automatic recognition of PSL alphabets into the predefined categories is p...

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Bibliographic Details
Main Authors: Syed Muhammad Saqlain Shah, Husnain Abbas Naqvi, Javed I. Khan, Muhammad Ramzan, Zulqarnain, Hikmat Ullah Khan
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Pakistan sign language
local binary pattern
multi-class SVM
statistical features
Online Access:https://ieeexplore.ieee.org/document/8480101/

Internet

https://ieeexplore.ieee.org/document/8480101/

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