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    Feature modeling using polynomial classifiers and stepwise regression 

    Shanableh, Tamer; Assaleh, Khaled (Elsevier, 2010)
    In polynomial networks, feature vectors are mapped to a higher dimensional space through a polynomial function. The expanded vectors are then passed to a single layer network to compute the model parameters. However, as ...
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    Multiple Proposals for Continuous Arabic Sign Language Recognition 

    Hassan, Mohamed; Assaleh, Khaled; Shanableh, Tamer (Springer, 2019)
    The deaf community relies on sign language as the primary means of communication. For the millions of people around the world who suffer from hearing loss, interaction with hearing people is quite difficult. The main ...
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    Robust Polynomial Classifier Using L1-norm minimization 

    Assaleh, Khaled; Shanableh, Tamer (Springer, 2010)
    In this paper we present a robust polynomial classifier based on L1-norm minimization. We do so by reformulating the classifier training process as a linear programming problem. Due to the inherent insensitivity of the ...
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    User-independent recognition of Arabic sign language for facilitating communication with the deaf community 

    Shanableh, Tamer; Assaleh, Khaled (Elsevier, 2011)
    This paper presents a solution for user-independent recognition of isolated Arabic Sign language gestures. The video based gestures are preprocessed to segment out the hands of the signer based on color segmentation of the ...

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    AuthorAssaleh, Khaled (4)
    Shanableh, Tamer (4)
    Hassan, Mohamed (1)Subject
    Pattern classification (4)
    Feature extraction (2)Polynomial classifier (2)Arabic sign language recognition (1)Digital video/image processing (1)Image/video processing (1)Motion analysis (1)Motion detectors (1)Multivariate regression (1)Sign language recognition (1)... View MoreDate Issued2010 (2)2011 (1)2019 (1)Has File(s)Yes (4)

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