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Crop Monitoring Using Image Processing: Harvesting Readiness - Softcover

 
9786203194937: Crop Monitoring Using Image Processing: Harvesting Readiness

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Onkar S Sahasrabudhe
ISBN 10: 620319493X ISBN 13: 9786203194937
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Crop cultivation plays an essential role in the agricultural field. Presently, the loss of food is mainly due to infected crops, which reflexively reduces the yield of the farm. The challenges have been to identify nature of soil and its fertile capacity, to reduce usage of pesticides and to monitor the quantity of agricultural produce. This book discusses the solution to this using image processing. This book has manifested enhanced clustering algorithm to not only predict the infected area of the leaves but also the soil fertility. A colour based segmentation model is defined to classify the infected region and placing it to its relevant classes. Experimental analyses were done on samples images in terms of time complexity and the area of infected region. Plant diseases can be correlated to acquired images and processed for decision making. The pH value correlation is utilized to identify Fertility of soil. This book details the involved steps like image acquisition, image pre-processing, image segmentation, feature extraction and classification. This book also provides the sample coding on the developed algorithms for the reader's benefit. 84 pp. Englisch. Seller Inventory # 9786203194937

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S Sahasrabudhe, Onkar
Published by LAP LAMBERT Academic Publishing, 2020
ISBN 10: 620319493X ISBN 13: 9786203194937
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S Sahasrabudhe, Onkar
Published by LAP LAMBERT Academic Publishing, 2020
ISBN 10: 620319493X ISBN 13: 9786203194937
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Onkar S Sahasrabudhe
Published by LAP LAMBERT Academic Publishing, 2020
ISBN 10: 620319493X ISBN 13: 9786203194937
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Crop cultivation plays an essential role in the agricultural field. Presently, the loss of food is mainly due to infected crops, which reflexively reduces the yield of the farm. The challenges have been to identify nature of soil and its fertile capacity, to reduce usage of pesticides and to monitor the quantity of agricultural produce. This book discusses the solution to this using image processing. This book has manifested enhanced clustering algorithm to not only predict the infected area of the leaves but also the soil fertility. A colour based segmentation model is defined to classify the infected region and placing it to its relevant classes. Experimental analyses were done on samples images in terms of time complexity and the area of infected region. Plant diseases can be correlated to acquired images and processed for decision making. The pH value correlation is utilized to identify Fertility of soil. This book details the involved steps like image acquisition, image pre-processing, image segmentation, feature extraction and classification. This book also provides the sample coding on the developed algorithms for the reader's benefit. Seller Inventory # 9786203194937

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Onkar S Sahasrabudhe
Published by LAP LAMBERT Academic Publishing, 2020
ISBN 10: 620319493X ISBN 13: 9786203194937
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: S Sahasrabudhe OnkarDr Onkar S Sahasrabudhe, an alumnus of IIT Bombay and VJTI, Mumbai, has research in Prototyping, CNC, hybrid manufacturing, welding, decision sciences, robotics and imaging published research with Elsevier, Sprin. Seller Inventory # 452575538

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