Plant Image Analysis

Plant Image Analysis

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The application of imaging techniques in plant and agricultural sciences had previously been confined to images obtained through remote sensing techniques. Technological advancements now allow image analysis for the nondestructive and objective evaluation of biological objects. This has opened a new window in the field of plant science. Plant Image Analysis: Fundamentals and Applications introduces the basic concepts of image analysis and discusses various techniques in plant imaging, their applications, and future potential. Several types of imaging techniques are discussed including RGB, hyperspectral, thermal, PRI, chlorophyll fluorescence, ROS, and chromosome imaging. The book also covers the use of these techniques in assessing plant growth, early detection of disease and stress, fruit crop yield, plant chromosome analysis, plant phenotyping, and nutrient status both in vivo and in vitro. The book is an authoritative guide for researchers and those teaching in the fields of stress physiology, precision agriculture, agricultural biotechnology, and cell and developmental biology. Graduate students and professionals using machine vision in plant science will also benefit from this comprehensive resource.Usha, K., and Singh, B., Potential applications of remote sensing in horticulturea€” a review, Scientia Hortic., 153, 71a€“83, 2013. Walk, T.C., Van Erp, E., and Lynch, J.P., Modelling applicability of fractal analysis to efficiency of soil exploration by roots, ... Wijekoon, C.P., Goodwin P.H., and Hsiang, T., Quantifying fungal infection of plant leaves by digital image analysis using Scion Image software, J. Microbiol.

Title:Plant Image Analysis
Author: S Dutta Gupta, Yasuomi Ibaraki
Publisher:CRC Press - 2014-09-17

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