Image Processing in Agriculture and Forestry

Image processing in agriculture and forestry represents a challenge towards the automation of tasks for better performances. Agronomists, computer and robotics engineers, and agricultural machinery industry manufacturers now have at their disposal a book containing a collection of methods, procedure...

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Detalles Bibliográficos
Otros Autores: Martinsanz, Gonzalo Pajares, editor (editor), Más, Francisco Rovira, editor
Formato: Libro electrónico
Idioma:Inglés
Publicado: Basel, Switzerland : MDPI - Multidisciplinary Digital Publishing Institute 2018.
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009745163206719
Descripción
Sumario:Image processing in agriculture and forestry represents a challenge towards the automation of tasks for better performances. Agronomists, computer and robotics engineers, and agricultural machinery industry manufacturers now have at their disposal a book containing a collection of methods, procedures, designs, and descriptions at the technological forefront, which serves as an important support and aid for the implementation and development of their own ideas. The book describes: (1) Applications (canopy on trees, aboveground biomass, phenotyping, chlorophyll, leaf area index, water and nutrient content, land cover change, soil properties, and secure autonomous navigation); (2) Imaging devices onboard robots, unmanned aerial vehicles (UAVs), and satellites operating at different spectral ranges (visible, infrared, hyper-multispectral bands, and radar), as well as guidelines for selecting machine vision systems in outdoor environments; and (3) (Specific computer vision methods generic and convolutional neural networks, machine learning, specific segmentation approaches, vegetation indices, and three-dimensional 3D reconstruction).
Descripción Física:1 online resource (222 pages) : illustrations
Bibliografía:Includes bibliographical references.
ISBN:9783038970989