Plant image analysis fundamentals and applications(关于植物的图像识别文献合集)

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英文,文献合集,关于植物方面的图像处理 This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint.
Plant image Analvsis Fundamentals and applications Plant image Analysis Fundamentals and applications edited by S Dutta Gupta and Yasuomi Ibaraki c cRc Press Taylor & francis Group Boca Raton London New york CRC Press is an imprint of the Taylor Francis Group, an informa business CRC Press Taylor Francis Group 6000 Broken Sound Parkway nw, Suite 300 Boca Raton FL 33487-2742 o 2015 by Taylor Francis Group, LLC CRC Press is an imprint of Taylor Francis Group, an Informa business No claim to original U.S. Government works Version date: 20140717 International Standard Book Number-13: 978-1-4665-8302-3eBook-PDF This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced,transmit ted, or utilized in any form by any electronic, mechanical, or other means, now known or hereafter invented including photocopying, microfilming, and recording, or in any information storage or retrieval system, without written permission from the publishers Forpermissiontophotocopyorusematerialelectronicallyfromthisworkpleaseaccesswww.copyright com(http://www.copyright.com/)orcontacttheCopyrightClearanceCenter,Inc.(ccc),222Rosewood Drive, Danvers, MA,978-750-8400. CCC is a not-for-profit organization that provides licenses and registration for a variety of users. For organizations that have been granted a photocopy license by the CCC, a separate system of payment has been arranged Trademark Notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to infringe Visit the taylor francis Web site at http://www.taylorandfrancis.com and the crc press Web site at Contents reface......... Contributors Chapter1 An introduction to images and image analysis………….1 Michael p pound and andrew p french Chapter 2 Image analysis for plants: Basic procedures and techniques……………………25 Yasuomi ibaraki and s Dutta gupta Chapter 3 Applications of RGB color imaging in plants 41 S. Dutta Gupta, Yasuomi ibaraki, and P. Trivedi Chapter 4 RGB imaging for the determination of the nitrogen Gloria flor mata- Donjuan, adan mercado-Lnn,m………63 content in plants Enrique rico-Garcia Chapter 5 Sterile dynamic measurement of the in vitro nitrogen use efficiency of plantlets…………….………7 Yanyou Wu and Kaiyan Zhang Chapter 6 noninvasive measurement of in vitro growth of plantlets by image analysis……… 115 Yanyou Wu and Kaiyan Zhang Chapter7 Digital imaging of seed germination…………….147 Didier Demilly, Sylvie ducournau, Marie-Helene wagner and Carolyne diirr 01 Contents Chapter 8 Thermal imaging for evaluation of seedling growth… 165 Etienne Belin, David rousseau, Landry Benoit, Didier Demilly, Sylvie ducournau Francois Chapeau-Blondeau, and Carolyne dirr Chapter 9 Anatomofunctional bimodality imaging for plant phenotyping: An insight through depth imaging Yann chene, etienne belin, frangois Chapeau-Blondear"-..179 coupled to thermal imaging...…… Valerie caffier, Tristan Boureau, and David rousseau Chapter 10 Chlorophyll fluorescence imaging for plant health monitoring………………………………………207 Kotaro Takayama Chapter 11 PRI imaging and image-based estimation of light intensity distribution on plant canopy surfaces…………29 Yasuomi ibaraki and S Dutta Gupta Chapter 12 ros and nos imaging using microscopical techniques Nieves fer1nle- Garcia and Enrique olme…… 245 Chapter 13 Fluorescent ROS probes in imaging leaves.. 265 Eva hideg and ferhan ayaydin Chapter 14 Analysis of root growth using image analysis..... 279 Andrew p french and michael p pound Chapter 15 Advances in imaging methods on plant chromosomes……299 Toshiyuki Wako, Seiji Kato, Nobuko Ohmido, and Kiichi fukui Chapter 16 Machine vision in estimation of fruit crop yield....... 329 A Payne and K. Walsh Preface Image analysis is a useful tool for obtaining quantitative information for target objects. The application of imaging techniques to plant and agricultural sciences has previously been confined to images obtained through remote sensing techniques. Technological advancement in the development of powerful hardware, picture capturing tools, and robust algorithms in a cost-effective manner paves the path of image analysis toward nondestructive and objective evaluation of biological objects and opens up a new window to look into the field of plant science. The com plex, dynamic nature of plant responses to unexpected changes in the environment compelled scientists to contemplate the application of image analysis in high-throughput phenotyping for different purposes. Various ypes of imaging techniques, such as red, green, and blue(rGB)imag. ing, hyperspectral imaging fluorescence imaging, and thermal imaging, have contributed significantly to different aspects of crop performance and improvement Predicting crop performance as a function of genome architecture is one of the major challenges for crop improvement in the twenty-first century to ensure agricultural production that will satisfy the needs of a human population likely to exceed 9 billion by 2050. Compared to the advancements made in the" next generation"genotyping tools, plant phenotyping technology has progressed slowly over the past 25 years Constraints in plant phenotyping capability limit our approaches to dis- sect complex traits such as stress tolerance and yield potential. In recent years, phenomics facilities are popping up with the development of new methodological applications of nonconventional optical imaging coupled with computer vision algorithms and widening the set of tools available for automated plant phenotyping The present book provides a comprehensive treatise of recent devel- opments in image analysis of higher plants. The book introduces read- ers to the fundamentals of images and image analysis and then features various types of image analysis techniques covering a diverse domain of plant sciences. It covers imaging techniques that include RGB imag ing, hy perspectral imaging at the small canopy level, thermal imaging 011 011l Preface photochemical reflectance index(PRD imaging, chlorophyll fluorescence imaging, reactive oxygen species(ros)imaging, and chromosome imag- ing. The book includes 16 chapters presenting a wide spectrum of applica tions of image analysis that are relevant to assessment of plant growth, nutrient status, and photosynthetic efficiency both in vivo and in vitro early detection of diseases and stress, cellular detection of reactive oxygen species, plant chromosome analysis, fruit crop yield, and plant phenotyp ing The chapters are written by international experts who are pioneers and have made significant contributions to this fascinating field The book is designed for graduate students, research workers, and teachers in the fields of cell and developmental biology, stress physiology, precision agriculture, and agricultural biotechnology, as well as profes sionals involved in areas that utilize machine vision in plant science We express our deep sense of gratitude to all the contributors for their kind support and cooperation in our humble approach to present the cur- rent status, state of the art, and future outlook of plant image analysis Thanks are also due to Dr. Rina Dutta Gupta for her support and encour agement throughout the preparation of this volume. Finally, we thank CRC Press for giving us the opportunity to bring out this book S Dutta Gupta Khara igp r, india Y Barak Yamaguchi, Japan

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