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Applications of image processing and soft computing systems in agriculture

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Applications of image processing and soft computing systems in agriculture/ Navid Razmjooy and Vania Vieira Estrela, editors.
其他作者:	Razmjooy, Navid,
出版者:	Hershey, Pennsylvania :IGI Global, : [2019],
面頁冊數:	1 online resource (xxi, 337 p.)
標題:	Agriculture - Data processing. -
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-8027-0
ISBN:	9781522580287 (e-book)

Applications of image processing and soft computing systems in agriculture
Applications of image processing and soft computing systems in agriculture[electronic resource] /Navid Razmjooy and Vania Vieira Estrela, editors. - Hershey, Pennsylvania :IGI Global,[2019] - 1 online resource (xxi, 337 p.)

Includes bibliographical references and index.

Chapter 1. A survey of potatoes image segmentation based on machine vision -- Chapter 2. WT-MO algorithm: automated hematological software based on the watershed transform for blood cell count -- Chapter 3. Identification of good one from the damaged crops/fruits using decision-level information matching -- Chapter 4. Soft-computing-based approaches for plant leaf disease detection: machine-learning-based study -- Chapter 5. Identification of agricultural crop residues using non-destructive methods -- Chapter 6. Prognosis for crop yield production by data mining techniques in agriculture -- Chapter 7. Examination of plant/weed image dataset using a hybrid image processing tool -- Chapter 8. Application of software in soil and groundwater recharge estimation in Ilorin, Nigeria -- Chapter 9. Applications of image compression on agricultural image data analysis -- Chapter 10. Deep learning-based mobile application for plant disease diagnosis: a proof of concept with a case study on tomato plant -- Chapter 11. Intelligent farming with surveillance agribot.

Restricted to subscribers or individual electronic text purchasers.

"This book examines the main uses of the shape analysis on some agricultural products, such as relationships between form and genetics, adaptation, product characteristics, and product sorting"--Provided by publisher.

ISBN: 9781522580287 (e-book)Subjects--Topical Terms:

715012
Agriculture
--Data processing.

LC Class. No.: S494.5.D3 / A66 2019e

Dewey Class. No.: 338.10285

Applications of image processing and soft computing systems in agriculture
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245 0 0 $a Applications of image processing and soft computing systems in agriculture $h [electronic resource] / $c Navid Razmjooy and Vania Vieira Estrela, editors.
260 $a Hershey, Pennsylvania : $b IGI Global, $c [2019]
300 $a 1 online resource (xxi, 337 p.)
504 $a Includes bibliographical references and index.
505 0 $a Chapter 1. A survey of potatoes image segmentation based on machine vision -- Chapter 2. WT-MO algorithm: automated hematological software based on the watershed transform for blood cell count -- Chapter 3. Identification of good one from the damaged crops/fruits using decision-level information matching -- Chapter 4. Soft-computing-based approaches for plant leaf disease detection: machine-learning-based study -- Chapter 5. Identification of agricultural crop residues using non-destructive methods -- Chapter 6. Prognosis for crop yield production by data mining techniques in agriculture -- Chapter 7. Examination of plant/weed image dataset using a hybrid image processing tool -- Chapter 8. Application of software in soil and groundwater recharge estimation in Ilorin, Nigeria -- Chapter 9. Applications of image compression on agricultural image data analysis -- Chapter 10. Deep learning-based mobile application for plant disease diagnosis: a proof of concept with a case study on tomato plant -- Chapter 11. Intelligent farming with surveillance agribot.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book examines the main uses of the shape analysis on some agricultural products, such as relationships between form and genetics, adaptation, product characteristics, and product sorting"--Provided by publisher.
650 0 $a Agriculture $x Data processing. $3 715012
650 0 $a Image processing $x Digital techniques. $3 555959
650 0 $a Soft computing $x Industrial applications. $3 678989
650 0 $a Machine learning $x Industrial applications. $3 805305
700 1 $a Razmjooy, Navid, $d 1987- $e editor. $3 1235074
700 1 $a Estrela, Vania Vieira, $e editor. $3 1176484
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-8027-0