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101 0 $aeng
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200 10$aTransforming Technologies in Smart Agriculture $eNew Applications During the Past Decade /$fedited by Zhao Zhang, Yongxin Jiang, Chunhui Wen, Shuyuan Men, Yuan Zhang
205   $a1st ed. 2024.
210  1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024.
215   $a1 online resource (201 pages)
225 1 $aSmart Agriculture,$x2731-3484 ;$v8
311 08$a981-9741-40-8 
327   $aChapter 1 A Review of Field Plant Phenotyping Platform, Sensing and Navigation Technology -- Chapter 2 Precision Handling of Green Apples in Orchard Environments Using Computer Vision -- Chapter 3 Corn Diseased Leaf Segmentation under Different Illumination Conditions -- Chapter 4 Research on Field Cotton Yield Prediction System Based on Improved YOLOv5 Cotton Detection Model and Android Development -- Chapter 5 Automatic segmentation algorithm for wheat field images based on UAV -- Chapter 6 Aphid Detection Techniques: A State-of-Art Review -- Chapter 7 A Comprehensive Analysis of Different Object Detection Frameworks and Path Optimization Algorithms for an RGB-D Camera-based Rock Detection System.
330   $aThis book collects transforming technologies in smart agriculture and their applications during the past decade. It focuses on the latest sensing and automation technologies for field and specialty crop production, and provides a lot of innovative knowledge on imaging processing, AI algorithms, robotics, and their applications in agriculture. It provides undergraduate or graduate students take-away knowledge for unmanned agriculture production, including but not limited to, corn/wheat disease detection, cotton yield prediction, and apple detection. Furthermore, this book includes review reports on plant phenotyping sensing and automation technologies and techniques for aphid detection.
410  0$aSmart Agriculture,$x2731-3484 ;$v8
606   $aAutomatic control
606   $aRobotics
606   $aAutomation
606   $aAgriculture
606   $aImage processing
606   $aMachine learning
606   $aControl, Robotics, Automation
606   $aAgriculture
606   $aImage Processing
606   $aMachine Learning
615  0$aAutomatic control.
615  0$aRobotics.
615  0$aAutomation.
615  0$aAgriculture.
615  0$aImage processing.
615  0$aMachine learning.
615 14$aControl, Robotics, Automation.
615 24$aAgriculture.
615 24$aImage Processing.
615 24$aMachine Learning.
676   $a629.8
700   $aZhang$b Zhao$01423694
701   $aJiang$b Yongxin$01764451
701   $aWen$b Chunhui$01764452
701   $aMen$b Shuyuan$01764453
701   $aZhang$b Yuan$0977659
801  0$bMiAaPQ
801  1$bMiAaPQ
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906   $aBOOK
912   $a9910878992703321
996   $aTransforming Technologies in Smart Agriculture$94205192
997   $aUNINA