Intelligent Image Analysis for Plant Phenotyping

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Author :
Publisher : CRC Press
ISBN 13 : 1351709984
Total Pages : 271 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Intelligent Image Analysis for Plant Phenotyping by : Ashok Samal

Download or read book Intelligent Image Analysis for Plant Phenotyping written by Ashok Samal and published by CRC Press. This book was released on 2020-10-21 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: Domesticated crops are the result of artificial selection for particular phenotypes or, in some cases, natural selection for an adaptive trait. Plant traits can be identified through image-based plant phenotyping, a process that was, until recently, strenous and time-consuming. Intelligent Image Analysis for Plant Phenotyping reviews information on time-saving techniques, using computer vision and imaging technologies. These methodologies provide an automated, non-invasive, and scalable mechanism by which to define and collect plant phenotypes. Beautifully illustrated, with numerous color images, the book focuses on phenotypes measured from individual plants under controlled experimental conditions, which are widely available in high-throughput systems. Features: Presents methodologies for image processing, including data-driven and machine learning techniques for plant phenotyping. Features information on advanced techniques for extracting phenotypes through images and image sequences captured in a variety of modalities. Includes real-world scientific problems, including predicting yield by modeling interactions between plant data and environmental information. Discusses the challenge of translating images into biologically informative quantitative phenotypes. A practical resource for students, researchers, and practitioners, this book is invaluable for those working in the emerging fields at the intersection of computer vision and plant sciences.

Information Modelling and Knowledge Bases XXXI

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Publisher : IOS Press
ISBN 13 : 1643680455
Total Pages : 562 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Information Modelling and Knowledge Bases XXXI by : A. Dahanayake

Download or read book Information Modelling and Knowledge Bases XXXI written by A. Dahanayake and published by IOS Press. This book was released on 2020-01-06 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information modeling and knowledge bases have become an important area of academic and industry research in the 21st century, addressing complexities of modeling that reach beyond the traditional borders of information systems and academic computer science research. This book presents 32 reviewed, selected and updated papers delivered at the 29th International Conference on Information Modeling and Knowledge Bases (EJC2019), held in Lappeenranta, Finland, from 3 to 7 June 2019. In addition, two papers based on the keynote presentations and one paper edited from the discussion of the panel session are included in the book. The conference provided a forum to exchange scientific results and experience, and attracted academics and practitioners working with information and knowledge. The papers cover a wide range of topics, ranging from knowledge discovery through conceptual and linguistic modeling, knowledge and information modeling and discovery, cross-cultural communication and social computing, environmental modeling and engineering, and multimedia data modeling and systems to complex scientific problem-solving. The conference presentation sessions: Learning and Linguistics; Systems and Processes; Data and Knowledge Representation; Models and Interface; Formalizations and Reasoning; Models and Modeling; Machine Learning; Models and Programming; Environment and Predictions; and Emotion Modeling and Social Networks reflect the main themes of the conference. The book also includes 2 extended publications of keynote addresses: ‘Philosophical Foundations of Conceptual Modeling’ and ́Sustainable Solid Waste Management using Life Cycle Modeling for Environmental Impact Assessment’, as well as additional material covering the discussion and findings of the panel session. Providing an overview of current research in the field, the book will be of interest to all those working with information systems, information modeling and knowledge bases.

Hyperspectral Imaging Technology: A Novel Method for Agricultural and Biosecurity Diagnostics

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Publisher : Frontiers Media SA
ISBN 13 : 2889718417
Total Pages : 137 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Hyperspectral Imaging Technology: A Novel Method for Agricultural and Biosecurity Diagnostics by : Penghao Wang

Download or read book Hyperspectral Imaging Technology: A Novel Method for Agricultural and Biosecurity Diagnostics written by Penghao Wang and published by Frontiers Media SA. This book was released on 2021-12-22 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prof. Zhou holds patents on the management of agricultural pests. All other Topic Editors declare no competing interests with regard to the Research Topic subject.

Sensing Approaches for Precision Agriculture

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Publisher : Springer Nature
ISBN 13 : 3030784312
Total Pages : 425 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Sensing Approaches for Precision Agriculture by : Ruth Kerry

Download or read book Sensing Approaches for Precision Agriculture written by Ruth Kerry and published by Springer Nature. This book was released on 2021-11-23 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensing Approaches for Precision Agriculture aims to bring together the ‘state of the art’ of the most popular sensing techniques and the current state of research on the application of sensors in Precision Agriculture (PA). Sensing is of great value in PA because it provides cheap and immediate data for management. This book gives a broad overview of sensing in PA and a coherent introduction for new professionals and research scientists. Readers are introduced to the potential applications of a range of different sensors, how they should be used properly and their limitations for use in PA. Chapters on specific topics and case studies provide depth and enable implementation of the methods by users. A general introduction about sensing techniques in PA is followed by Chapters 2–9 on the most important specific techniques in sensing and Chapters 10–13 include mini-case studies, each showing cutting-edge applications for different sensing methods. Finally, there is an Epilogue on how we expect sensors and analysis to develop.

Spectroscopy, imaging and machine learning for crop stress

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Publisher : Frontiers Media SA
ISBN 13 : 2832532209
Total Pages : 176 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Spectroscopy, imaging and machine learning for crop stress by : Shizhuang Weng

Download or read book Spectroscopy, imaging and machine learning for crop stress written by Shizhuang Weng and published by Frontiers Media SA. This book was released on 2023-08-21 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Chlorophyll Fluorescence Imaging Analysis in Biotic and Abiotic Stress

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2889668673
Total Pages : 125 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Chlorophyll Fluorescence Imaging Analysis in Biotic and Abiotic Stress by : Michael Moustakas

Download or read book Chlorophyll Fluorescence Imaging Analysis in Biotic and Abiotic Stress written by Michael Moustakas and published by Frontiers Media SA. This book was released on 2021-06-08 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt:

State-of-the-art technology and applications in crop phenomics, volume II

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2832520960
Total Pages : 266 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis State-of-the-art technology and applications in crop phenomics, volume II by : Wanneng Yang

Download or read book State-of-the-art technology and applications in crop phenomics, volume II written by Wanneng Yang and published by Frontiers Media SA. This book was released on 2023-06-06 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Phenotyping at plant and cell levels: The quest for tolerant crop development

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2832541437
Total Pages : 563 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Phenotyping at plant and cell levels: The quest for tolerant crop development by : Ulrich Schurr

Download or read book Phenotyping at plant and cell levels: The quest for tolerant crop development written by Ulrich Schurr and published by Frontiers Media SA. This book was released on 2024-02-05 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Computing Research with Applications in Ecological Plant Protection

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Publisher : Frontiers Media SA
ISBN 13 : 2832508995
Total Pages : 152 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Intelligent Computing Research with Applications in Ecological Plant Protection by : Jian Su

Download or read book Intelligent Computing Research with Applications in Ecological Plant Protection written by Jian Su and published by Frontiers Media SA. This book was released on 2022-12-06 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hyperspectral Imaging Technology in Food and Agriculture

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Author :
Publisher : Springer
ISBN 13 : 1493928368
Total Pages : 404 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Hyperspectral Imaging Technology in Food and Agriculture by : Bosoon Park

Download or read book Hyperspectral Imaging Technology in Food and Agriculture written by Bosoon Park and published by Springer. This book was released on 2015-09-29 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hyperspectral imaging or imaging spectroscopy is a novel technology for acquiring and analysing an image of a real scene by computers and other devices in order to obtain quantitative information for quality evaluation and process control. Image processing and analysis is the core technique in computer vision. With the continuous development in hardware and software for image processing and analysis, the application of hyperspectral imaging has been extended to the safety and quality evaluation of meat and produce. Especially in recent years, hyperspectral imaging has attracted much research and development attention, as a result rapid scientific and technological advances have increasingly taken place in food and agriculture, especially on safety and quality inspection, classification and evaluation of a wide range of food products, illustrating the great advantages of using the technology for objective, rapid, non-destructive and automated safety inspection as well as quality control. Therefore, as the first reference book in the area, Hyperspectral Imaging Technology in Food and Agriculture focuses on these recent advances. The book is divided into three parts, which begins with an outline of the fundamentals of the technology, followed by full covering of the application in the most researched areas of meats, fruits, vegetables, grains and other foods, which mostly covers food safety and quality as well as remote sensing applicable for crop production. Hyperspectral Imaging Technology in Food and Agriculture is written by international peers who have both academic and professional credentials, with each chapter addressing in detail one aspect of the relevant technology, thus highlighting the truly international nature of the work. Therefore the book should provide the engineer and technologist working in research, development, and operations in the food and agricultural industry with critical, comprehensive and readily accessible information on the art and science of hyperspectral imaging technology. It should also serve as an essential reference source to undergraduate and postgraduate students and researchers in universities and research institutions.

The Future of Hyperspectral Imaging

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Author :
Publisher : MDPI
ISBN 13 : 3039218220
Total Pages : 220 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis The Future of Hyperspectral Imaging by : Stefano Selci

Download or read book The Future of Hyperspectral Imaging written by Stefano Selci and published by MDPI. This book was released on 2019-11-20 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes some very recent applications and the newest emerging trends of hyper-spectral imaging (HSI). HSI is a very recent and strange beast, a sort of a melting pot of previous techniques and scientific interests, merging and concentrating the efforts of physicists, chemists, botanists, biologists, and physicians, to mention just a few, as well as experts in data crunching and statistical elaboration. For almost a century, scientific observation, from looking to planets and stars down to our own cells and below, could be divided into two main categories: analyzing objects on the basis of their physical dimension (recording size, position, weight, etc. and their variations) or on how the object emits, reflects, or absorbs part of the electromagnetic spectrum, i.e., spectroscopy. While the two aspects have been obviously entangled, instruments and skills have always been clearly distinct from each other. With HSI now available, this is no longer the case. This instrument can return specimen dimensionalities and spectroscopic properties to any single pixel of your specimen, in a single set of data. HSI modality is ubiquitous and scale-invariant enough to be used to mark terrestrial resources on the basis of a land map obtained from satellite observation (actually, the oldest application of this type) or to understand if the cell you are looking at is cancerous or perfectly healthy. For all these reasons, HSI represents one of the most exciting methodologies of the new millennium.

International Conference on Innovative Computing and Communications

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Publisher : Springer Nature
ISBN 13 : 9819940710
Total Pages : 932 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis International Conference on Innovative Computing and Communications by : Aboul Ella Hassanien

Download or read book International Conference on Innovative Computing and Communications written by Aboul Ella Hassanien and published by Springer Nature. This book was released on 2023-10-25 with total page 932 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes high-quality research papers presented at the Sixth International Conference on Innovative Computing and Communication (ICICC 2023), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on February 17–18, 2023. Introducing the innovative works of scientists, professors, research scholars, students, and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.

Unmanned Aerial Systems for Monitoring Soil, Vegetation, and Riverine Environments

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Author :
Publisher : Elsevier
ISBN 13 : 032385284X
Total Pages : 353 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Unmanned Aerial Systems for Monitoring Soil, Vegetation, and Riverine Environments by : Salvatore Manfreda

Download or read book Unmanned Aerial Systems for Monitoring Soil, Vegetation, and Riverine Environments written by Salvatore Manfreda and published by Elsevier. This book was released on 2023-01-18 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unmanned Aerial Systems for Monitoring Soil, Vegetation, and Riverine Environments provides an overview of how unmanned aerial systems have revolutionized our capability to monitor river systems, soil characteristics, and related processes at unparalleled spatio-temporal resolutions. This capability has enabled enhancements in our capacity to describe water cycle and hydrological processes. The book includes guidelines, technical advice, and practical experience to support practitioners and scientists in increasing the efficiency of monitoring with the help of UAS. The book contains field survey datasets to use as practical exercises, allowing proposed techniques and methods to be applied to real world case studies. - Includes a summary of technical UAS issues allowing readers to focus on how the exact technology fits their scientific question - Provides specific applications enabling readers to understand the benefits and threats within the field - Includes a comprehensive literature review in each chapter, allowing readers to know the key players and research in the field

Business Environment and Technological Innovation- Emerging Trends

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Publisher : Archers & Elevators Publishing House
ISBN 13 : 9390996430
Total Pages : pages
Book Rating : 4.3/5 (99 download)

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Book Synopsis Business Environment and Technological Innovation- Emerging Trends by : Dr M Ganesh Babu, Dr C Suresh, Dr B Nagarjuna, Dr G Vani, Dr Amb.ParinSomani

Download or read book Business Environment and Technological Innovation- Emerging Trends written by Dr M Ganesh Babu, Dr C Suresh, Dr B Nagarjuna, Dr G Vani, Dr Amb.ParinSomani and published by Archers & Elevators Publishing House. This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Analytics in Bioinformatics

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Publisher : John Wiley & Sons
ISBN 13 : 1119785618
Total Pages : 544 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Data Analytics in Bioinformatics by : Rabinarayan Satpathy

Download or read book Data Analytics in Bioinformatics written by Rabinarayan Satpathy and published by John Wiley & Sons. This book was released on 2021-01-20 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel machine learning computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. Machine learning techniques such as Markov models, support vector machines, neural networks, and graphical models have been successful in analyzing life science data because of their capabilities in handling randomness and uncertainty of data noise and in generalization. Machine Learning in Bioinformatics compiles recent approaches in machine learning methods and their applications in addressing contemporary problems in bioinformatics approximating classification and prediction of disease, feature selection, dimensionality reduction, gene selection and classification of microarray data and many more.

Processing of Hyperspectral Medical Images

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Publisher : Springer
ISBN 13 : 3319504908
Total Pages : 135 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Processing of Hyperspectral Medical Images by : Robert Koprowski

Download or read book Processing of Hyperspectral Medical Images written by Robert Koprowski and published by Springer. This book was released on 2016-12-01 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new methods of analyzing and processing hyperspectral medical images, which can be used in diagnostics, for example for dermatological images. The algorithms proposed are fully automatic and the results obtained are fully reproducible. Their operation was tested on a set of several thousands of hyperspectral images and they were implemented in Matlab. The presented source code can be used without licensing restrictions. This is a valuable resource for computer scientists, bioengineers, doctoral students, and dermatologists interested in contemporary analysis methods.

Digital Imaging of Plants

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2889766403
Total Pages : 309 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Digital Imaging of Plants by : Michele Pisante

Download or read book Digital Imaging of Plants written by Michele Pisante and published by Frontiers Media SA. This book was released on 2022-07-28 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: