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This book introduces Local Binary Patterns (LBP), arguably one of
the most powerful texture descriptors, and LBP variants. This
volume provides the latest reviews of the literature and a
presentation of some of the best LBP variants by researchers at the
forefront of textual analysis research and research on LBP
descriptors and variants. The value of LBP variants is illustrated
with reported experiments using many databases representing a
diversity of computer vision applications in medicine, biometrics,
and other areas. There is also a chapter that provides an excellent
theoretical foundation for texture analysis and LBP in particular.
A special section focuses on LBP and LBP variants in the area of
face recognition, including thermal face recognition. This book
will be of value to anyone already in the field as well as to those
interested in learning more about this powerful family of texture
descriptors.
This book introduces Local Binary Patterns (LBP), arguably one of
the most powerful texture descriptors, and LBP variants. This
volume provides the latest reviews of the literature and a
presentation of some of the best LBP variants by researchers at the
forefront of textual analysis research and research on LBP
descriptors and variants. The value of LBP variants is illustrated
with reported experiments using many databases representing a
diversity of computer vision applications in medicine, biometrics,
and other areas. There is also a chapter that provides an excellent
theoretical foundation for texture analysis and LBP in particular.
A special section focuses on LBP and LBP variants in the area of
face recognition, including thermal face recognition. This book
will be of value to anyone already in the field as well as to those
interested in learning more about this powerful family of texture
descriptors.
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