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This book discusses innovative methods for mining information from
images of plants, especially leaves, and highlights the diagnostic
features that can be implemented in fully automatic systems for
identifying plant species. Adopting a multidisciplinary approach,
it explores the problem of plant species identification, covering
both the concepts of taxonomy and morphology. It then provides an
overview of morphometrics, including the historical background and
the main steps in the morphometric analysis of leaves together with
a number of applications. The core of the book focuses on novel
diagnostic methods for plant species identification developed from
a computer scientist's perspective. It then concludes with a
chapter on the characterization of botanists' visions, which
highlights important cognitive aspects that can be implemented in a
computer system to more accurately replicate the human expert's
fixation process. The book not only represents an authoritative
guide to advanced computational tools for plant identification, but
provides experts in botany, computer science and pattern
recognition with new ideas and challenges. As such it is expected
to foster both closer collaborations and further technological
developments in the emerging field of automatic plant
identification.
This book discusses innovative methods for mining information from
images of plants, especially leaves, and highlights the diagnostic
features that can be implemented in fully automatic systems for
identifying plant species. Adopting a multidisciplinary approach,
it explores the problem of plant species identification, covering
both the concepts of taxonomy and morphology. It then provides an
overview of morphometrics, including the historical background and
the main steps in the morphometric analysis of leaves together with
a number of applications. The core of the book focuses on novel
diagnostic methods for plant species identification developed from
a computer scientist's perspective. It then concludes with a
chapter on the characterization of botanists' visions, which
highlights important cognitive aspects that can be implemented in a
computer system to more accurately replicate the human expert's
fixation process. The book not only represents an authoritative
guide to advanced computational tools for plant identification, but
provides experts in botany, computer science and pattern
recognition with new ideas and challenges. As such it is expected
to foster both closer collaborations and further technological
developments in the emerging field of automatic plant
identification.
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