MACHINE VISION INSPECTION SYSTEMS image processing, concepts.
Clasificación: | Libro Electrónico |
---|---|
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
[S.l.] :
JOHN WILEY & SONS,
2020.
|
Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Cover
- Title Page
- Copyright Page
- Contents
- Preface
- Chapter 1 Land-Use Classification with Integrated Data
- 1.1 Introduction
- 1.2 Background Study
- 1.2.1 Overview of Land-Use and Land-Cover Information
- 1.2.2 Geographical Information Systems
- 1.2.3 GIS-Related Data Types
- 1.2.3.1 Point Data Sets
- 1.2.3.2 Aerial Data Sets
- 1.2.4 Related Studies
- 1.3 System Design
- 1.4 Implementation Details
- 1.4.1 Materials
- 1.4.2 Preprocessing
- 1.4.3 Built-Up Area Extraction
- 1.4.4 Per-Pixel Classification
- 1.4.5 Clustering
- 1.4.6 Segmentation
- 1.4.7 Object-Based Image Classification
- 1.4.8 Foursquare Data Preprocessing and Quality Analysis
- 1.4.9 Integration of Satellite Images with Foursquare Data
- 1.4.10 Building Block Identification
- 1.4.11 Overlay of Foursquare Points
- 1.4.12 Visualization of Land Usage
- 1.4.13 Common Platform Development
- 1.5 System Evaluation
- 1.5.1 Experimental Evaluation Process
- 1.5.2 Evaluation of the Classification Using Base Error Matrix
- 1.6 Discussion
- 1.6.1 Contribution of the Proposed Approach
- 1.6.2 Limitations of the Data Sets
- 1.6.3 Future Research Directions
- 1.7 Conclusion
- References
- Chapter 2 Indian Sign Language Recognition Using Soft Computing Techniques
- 2.1 Introduction
- 2.2 Related Works
- 2.2.1 The Domain of Sign Language
- 2.2.2 The Data Acquisition Methods
- 2.2.3 Preprocessing Steps
- 2.2.3.1 Image Restructuring
- 2.2.3.2 Skin Color Detection
- 2.2.4 Methods of Feature Extraction Used in the Experiments
- 2.2.5 Classification Techniques
- 2.2.5.1 K-Nearest Neighbor
- 2.2.5.2 Neural Network Classifier
- 2.2.5.3 Naive Baÿes Classifier
- 2.3 Experiments
- 2.3.1 Experiments on ISL Digits
- 2.3.1.1 Results and Discussions on the First Experiment
- 2.3.1.2 Results and Discussions on Second Experiment
- 2.3.2 Experiments on ISL Alphabets
- 2.3.2.1 Experiments with Single-Handed Alphabet Signs
- 2.3.2.2 Results of Single-Handed Alphabet Signs
- 2.3.2.3 Experiments with Double-Handed Alphabet Signs
- 2.3.2.4 Results on Double-Handed Alphabets
- 2.3.3 Experiments on ISL Words
- 2.3.3.1 Results on ISL Word Signs
- 2.4 Summary
- References
- Chapter 3 Stored Grain Pest Identification Using an Unmanned Aerial Vehicle (UAV)-Assisted Pest Detection Model
- 3.1 Introduction
- 3.2 Related Work
- 3.3 Proposed Model
- 3.4 Results and Discussion
- 3.5 Conclusion
- References
- Chapter 4 Object Descriptor for Machine Vision
- 4.1 Outline
- 4.2 Chain Codes
- 4.3 Polygonal Approximation
- 4.4 Moments
- 4.5 HU Invariant Moments
- 4.6 Zernike Moments
- 4.7 Fourier Descriptors
- 4.8 Quadtree
- 4.9 Conclusion
- References
- Chapter 5 Flood Disaster Management: Risks, Technologies, and Future Directions
- 5.1 Flood Management
- 5.1.1 Introduction
- 5.1.2 Global Flood Risks and Incidents
- 5.1.3 Causes of Floods
- 5.1.4 Floods in Pakistan