Plant Image Analysis

Fundamentals and Applications
Herausgeber: Gupta, S Dutta; Ibaraki, Yasuomi

• Gebundenes Buch

Produktbeschreibung

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.

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Produktdetails

• Verlag: CRC Press
• Seitenzahl: 418
• Erscheinungstermin: 17. September 2014
• Englisch
• Abmessung: 240mm x 161mm x 27mm
• Gewicht: 792g
• ISBN-13: 9781466583016
• ISBN-10: 1466583010
• Artikelnr.: 40145189

Autorenporträt

S. Dutta Gupta is a professor in the Department of Agricultural and Food Engineering at the Indian Institute of Technology Kharagpur. Dr. Gupta has been engaged in teaching and research on plant tissue culture and biotechnology for more than 25 years. He is a pioneer in the application of imaging techniques in plant tissue culture system for noninvasive estimation of photosynthetic parameters. Dr. Dutta Gupta has received fellowships from various agencies and governments such as the USDA, Lockheed Martin, MHRD, INSA, CSIR, DST, Czech Academy of Sciences, and JSPS. He has published more than 100 scientific articles. Yasuomi Ibaraki is a professor in the Faculty of Agriculture at Yamaguchi University, Japan. Dr. Ibaraki has been involved in studies on image-analysis-based evaluation of plants in micropropagation and protected cultivation for more than 20 years. He has made significant contributions in the imaging of somatic embryos, suspension cultures, and plantlets. He also has made contributions to image-based estimation of leaf area index and light intensity distribution on canopy surfaces. Dr. Ibaraki holds a Japanese patent on a method for evaluating quality of plant cell suspension culture by image analysis.

Inhaltsangabe

An Introduction to Images and Image Analysis. Image Analysis for Plants:
Basic Procedures and Techniques. Applications of RGB Color Imaging in
Plants. RGB Imaging for the Determination of the Nitrogen Content in
Plants. Sterile Dynamic Measurement of the In Vitro Nitrogen Use Efficiency
of Plantlets. Noninvasive Measurement of In Vitro Growth of Plantlets by
Image Analysis. Digital Imaging of Seed Germination. Thermal Imaging for
Evaluation of Seedling Growth. Anatomofunctional Bimodality Imaging for
Plant Phenotyping: An Insight through Depth Imaging Coupled to Thermal
Imaging. Chlorophyll Fluorescence Imaging for Plant Health Monitoring. PRI
Imaging and Image-Based Estimation of Light Intensity Distribution on Plant
Canopy Surfaces. ROS and NOS Imaging Using Microscopical Techniques.
Fluorescent ROS Probes in Imaging Leaves. Analysis of Root Growth Using
Image Analysis. Advances in Imaging Methods on Plant Chromosomes. Machine
Vision in Estimation of Fruit Crop Yield.