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Full Description
The book presents a collection of practical applications of image processing and analysis. Different vision systems are more often used among others in the automotive industry, pharmacy, military and police equipment, automated production and measurement systems. In each of these fields of technology, digital image processing and analysis module is a critical part of the process of building this type of system. The majority of books in the market deal with theoretical issues. However, this unique publication specially highlights industrial applications, especially industrial measurement applications. Along with its wide spectrum of image processing and analysis applications, this book is an interesting reference for both students and professionals.
Contents
Theoretical Introduction for Image Reconstruction and Processing: Data Set Preparation for k-NN Classifier Using the Measure of Representativeness (Marcin Raniszewski); Segmentation Methods in Selected Industrial Computer Vision Applications (Anna Fabijanska and Dominik Sankowski); Line Fractional-Order Difference/Sum, Its Properties and an Application in Image Processing (Piotr Ostalczyk); Computer Vision in Robotics: Management Software for Distributed Mobile Robot System (Maciej Laski, Sylwester Blaszczyk, Piotr Duch, Rafal Jachowicz, Adam Wulkiewicz, Dominik Sankowski and Piotr Ostalczyk); Advanced Vision Systems in Detection and Analysis of Characteristic Features of Objects (Adam Wulkiewicz, Rafal Jachowicz, Sylwester Blaszczyk, Piotr Duch, Maciej Laski, Dominik Sankowski and Piotr Ostalczyk); Pattern Recognition Algorithms for the Navigation of Mobile Platform (Rafal Jachowicz, Sylwester Blaszczyk, Piotr Duch, Maciej Laski, Adam Wulkiewicz, Dominik Sankowski and Piotr Ostalczyk); Partial Fractional-Order Difference in the Edge Detection (Piotr Duch, Rafal Jachowicz, Sylwester Blaszczyk, Maciej Laski, Adam Wulkiewicz, Piotr Ostalczyk and Dominik Sankowski); Application of Fractional-Order Derivative for Edge Detection in Mobile Robot System (Sylwester Blaszczyk, Rafal Jachowicz, Piotr Duch, Maciej Laski, Adam Wulkiewicz, Piotr Ostalczyk and Dominik Sankowski); Vision Based Human - Machine Interfaces: Visem Recognition (Krzysztof Slot, Agnieszka Owczarek and Maria Janczyk); Industrial Applications of Computer Vision in Process Tomography, Material Science and Temperature Control: Hybrid Boundary Element Method Applied for Diffusion Tomography Problems (Jan Sikora, Maciej Panczyk and Pawel Wieleba); Two-Phase Gas-Liquid Flow Structures and Phase Distribution Imaging Based on 3D Electrical Capacitance Tomography Visualization (Robert Banasiak, Radoslaw Wajman, Tomasz Jaworski, Pawel Fiderek, Jacek Nowakowski and Henryk Fidos); Tomographic Visualization for Diagnosis of the Dynamic Industrial Solid Transporting and Storage System (Zbigniew Chaniecki, Krzysztof Grudzien and Andrzej Romanowski); Tomography Data Processing for Multiphase Industrial Process Monitoring (Krzysztof Grudzien, Zbigniew Chaniecki, Andrzej Romanowski, Jacek Nowakowski and Dominik Sankowski); Dedicated 3D Image Processing Methods for the Analysis of X-Ray Tomography Data: Case Study of Materials Science (Laurent Babout and Marcin Janaszewski); Selected Algorithms of Quantitative Image Analysis for Measurements of Properties Characterizing Interfacial Interactions at High Temperatures(Krzysztof Strzecha, Anna Fabijanska, Tomasz Koszmider and Dominik Sankowski); Theoretical Introduction to Image Reconstruction for Capacitance Process Tomography (Radoslaw Wajman, Krzysztof Grudzien, Robert Banasiak, Andrzej Romanowski, Zbigniew Chaniecki and Dominik Sankowski); Infra-Red Thermovision in Surface Temperature Control System (Jacek Kucharski, Tomasz Jaworski, Andrzej Fraczyk and Piotr Urbanek); Medical Applications of Computer Vision: The Computer Evaluation of Surface Color Changes in Cultivated Plants Influence by Different Environmental Factors (Joanna Sekulska-Nalewajko and Jaroslaw Goclawski); Various Approaches to Processing And Analysis of Images Obtained from Immunoenzymatic Visualization of Secretory Activity with ELISPOT Method (Wojciech Bieniecki and Szymon Grabowski); Image Processing and Analysis Algorithms for Assessment and Diagnosis of Brain Diseases (Anna Fabijanska and Tomasz Weglinski); Computer Systems for Dynamic Materials Properties Research in High-Temperatures (Marcin Bakala, Rafal Wojciechowski and Dominik Sankowski).
