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MACHINE VISION INSPECTION SYSTEMS image processing, concepts.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [S.l.] : JOHN WILEY & SONS, 2020.
Temas:
Acceso en línea:Texto completo

MARC

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020 |a 9781119681960  |q (electronic bk.) 
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245 0 0 |a MACHINE VISION INSPECTION SYSTEMS  |h [electronic resource] :  |b image processing, concepts. 
260 |a [S.l.] :  |b JOHN WILEY & SONS,  |c 2020. 
300 |a 1 online resource 
505 0 |a 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 
505 8 |a 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 
505 8 |a 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 
505 8 |a 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 
505 8 |a 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 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Computer vision. 
650 6 |a Vision par ordinateur. 
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