This study emphasizes mainly on the proposal of automatic crop disease recognition method,through the combination of the statistical features of plant leaf images and its meteorological data.The images of the crop leaves infected with various diseases were taken based on different meteorological factors,such as temperature,growth periods and humidity.Leaf image enhancement and spot image segmentation were carried out successfully through various processes of contour extraction,image morphology an...

【文章頁數】：107 頁

【學位級別】：碩士

【文章目錄】：
Abstract
Chapter 1 Introduction
    1.1 Plant diseases analysis and its symptoms
    1.2 Plant Disease Sensing Methods
    1.3 Research background
    1.4 The structure of the paper
Chapter 2 Image processing for plant disease detection and it's virtual simulation tools
    2.1 Advances in image processing for plant disease detection
    2.2 Plant disease detection methodologies
    2.3 Platform requirements analysis
    2.4 Java
    2.5 Spring Framework
    2.6 Eclipse
    2.7 Server Operation Platform
    2.8 Web server software
    2.9 Summary
Chapter 3 The Cucumber plant diseases
    3.1 Propagation of cucumber
    3.2 Cucumber Leaf diseases
    3.3 Summary
Chapter 4 Materials and methods for Cucumber leaves image processing
    4.1 Image collection
    4.2 Cucumber leaves image processing
    4.3 Segmentation of image disease spot
    4.4 Extracting the statistical features of the crop diseases
    4.5 Aggregation of meteorological data
    4.6 The extraction of feature parameters
    4.7 Normalizing the extracted features of the leafs
    4.8 Probabilistic neural networks (PNNs) classifier
    4.9 Summary
Chapter 5 Experimental Results and Analysis
    5.1 The experimental results
    5.2 Result analysis
    5.3 Summary
Chapter 6 The role of Java programming in web development on image processing techniques
    6.1 Java Image processing techniques
    6.2 Java Image processing techniques for estimating plant leaf area
    6.3 Java technologies for web applications
        6.3.1 Java technologies to use in web applications
    6.4 Java web application development procedures
        6.4.1 To set up a web application project
        6.4.2 Creating and Editing Web Application Source Files
        6.4.3 Generating Getter and Setter Methods
        6.4.4 Editing the Default JavaServer Pages File
        6.4.5 Creating a JavaServer Pages (JSP) File
        6.4.6 Building and Running a Web Application Project
    6.5 Summary
Chapter 7 Conclusions and Prospects
References
Acknowledgement



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