IEEE - Institute of Electrical and Electronics Engineers, Inc. - Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

2015 IEEE International Conference on Computer Vision (ICCV)

Author(s): Senjian An ; Munawar Hayat ; Salman H. Khan ; Mohammed Bennamoun ; Farid Boussaid ; Ferdous Sohel
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2015
Conference Location: Santiago, Chile
Conference Date: 7 December 2015
Page(s): 2,515 - 2,523
ISBN (Electronic): 978-1-4673-8391-2
ISBN (USB): 978-1-4673-8390-5
ISSN (Electronic): 2380-7504
DOI: 10.1109/ICCV.2015.289
Regular:

To find the optimal nonlinear separating boundary with maximum margin in the input data space, this paper proposes Contractive Rectifier Networks (CRNs), wherein the hidden-layer transformations... View More

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