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Bücher Wissen & Bildung Englische Bücher Naturwissenschaft, Medizin, Informatik, Technik Biologie Landwirtschaft & Ernährung Applications of Computer Vision and Drone Technology in Agriculture 4.0
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Applications of Computer Vision and Drone Technology in Agriculture 4.0
(Broschiert, Englisch)
Optischer Zustand
Beschreibung
This edited book focus on two most emerging areas and covers the different aspects of computer vision and drone technology in the field of agriculture. It comprises various applications including segmentation/classification of plant diseases, monitoring of crops, grade/quality estimation of fruits/flowers/vegetables/crops, surveillance, soil deficiency estimation, crop/plant growth estimation,… canopy measurement, water stress management, vegetation indices calculation, weed detection, and spraying, among other. It has 17 chapters contributed by experts in the field of computer vision, drone technology, deep learning, machine learning, artificial intelligence, image processing, agriculturist, and plant pathologists. The recent development of high-end computing devices and the adaptation of unmanned aerial vehicles has provided a mechanism to automate traditional agriculture practices. The on-field or aerial images captured using cameras are processed with the help of intelligent algorithms, and an assessment is drawn for further recommendations. This practice is efficient in provisioning an accurate, timely, and economical decision-making system to overcome the problems of agricultural field experts and farmers. This process is advantageous in increasing the quality and quantity of crop yields. This book serves as an excellent guide to students, researchers, scientists, and field experts in directing their work toward this domain and developing/designing models. Further, this book is useful for pathologists, biotechnologists, seed production specialists, breeders, market managers, and other stakeholders associated with underlying technology or market development from the public and private sectors. 192,59 €
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Technische Daten
Erscheinungsdatum
19.03.2025
Sprache
Englisch
EAN
9789819986866
Herausgeber
Springer Singapore
Sonderedition
Nein
Seitenanzahl
321
Einbandart
Broschiert
Schlagwörter
Remote sensing in agriculture, Deep Learning in agriculture, Machine Learning in agriculture, Unmanned Aerial Vehicle in agriculture, Computer vision in agriculture, Artificial Intelligence in agriculture
Thema-Inhalt
TVB - Agrarwissenschaften
TCB - Biotechnologie
PST - Botanik und Pflanzenwissenschaften
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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