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.
Produktinformation
Utgivningsdatum:2018-07-05
Mått:155 x 235 x undefined mm
Format:Häftad
Språk:Engelska
Antal sidor:114
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
“This book is a laudable outcome of an interdisciplinary research collaboration. … it is an important source in the development of highly automated approaches of plant identification. … an important contribution for students and researchers in plant science as well as computational botanists.” (S. Suresh Ramanan and Anatoliy A. Khapugin, Current Science, Vol. 115 (2), July, 2018)“A multidisciplinary domain that indirectly supports information technology (IT) and botanic areas--image analysis modeling and the associated algorithms for implementing automatic systems for plant species identification--is addressed in this book. … The book is very well written, in a clear and well-structured style, and is an excellent recommendation for specialists, experts and students in the field of computational botany.” (Computing Reviews, September, 2017)
Innehållsförteckning
From the Content.- Introduction.- Morphometrics: a Brief Review.- Feature Extraction.- Machine Learning for Plant Leaf Analysis.