Suchergebnisse

Intro -- Preface -- Organization -- Contents -- Fuzzy Logic Based Pasture Assessment Using Weed and Bare Patch Detection -- 1 Introduction -- 2 Related Work -- 3 A Proposed DSS Weed Management -- 3.1 MaskRCNN -- 3.2 Weed and Bareness Quantification -- 3.3 Fuzzy Inference System -- 4 Weed Knowledge: Pasture Assessment -- 5 Weed Management System Extension -- 6 Limitations -- 7 Conclusion and Future Work -- References -- Ensuring Smart Agriculture System Communication Confidentiality Using a New Network Steganography Method -- 1 Introduction -- 2 Related Work -- 3 Background -- 3.1 Green IoT Based Agriculture Architectures -- 3.2 Network Steganography -- 4 Proposed Method -- 4.1 Operating Principle -- 4.2 Choice of Parameters -- 5 Simulation and Results -- 5.1 Simulation Environment -- 5.2 Results and Interpretation -- 6 Conclusion and Future Scope -- References -- Deploying Deep Neural Networks on Edge Devices for Grape Segmentation -- 1 Introduction -- 2 Related Work -- 3 Scenario Description and Methodology -- 4 Results and Discussions -- 5 Conclusion and Future Work -- References -- Abnormal Behavior Detection in Farming Stream Data -- 1 Introduction -- 2 Related Works -- 2.1 Specialized Micro Transportation Systems -- 2.2 Anomaly Detection Techniques -- 2.3 Anomaly Detection in Agricultural Data -- 3 Problem Statement -- 4 Methodology -- 4.1 Data Pre-processing and Transformation -- 4.2 Performance Indicators -- 5 Experimental Evaluation and Results -- 6 Conclusion -- References -- eWeightSmart - A Smart Approach to Beef Production Management -- 1 Introduction -- 2 Architecture and Implementation -- 2.1 Overview -- 2.2 Web Server and Mobile Application -- 2.3 Broker (MQTT) and Arduino MKR 1500 -- 2.4 Food Dispenser Controller -- 2.5 Feeder -- 2.6 Automatic Weighing -- 3 Conclusion -- 3.1 Current Work -- 3.2 Future Work -- References.