Machine Vision Algorithms and Applications

The second edition of this successful machine vision textbook is completely updated, revised and expanded by 15% to reflect the developments of recent years in the fields of image acquisition, machine vision algorithms and applications. The new content includes, but is not limited to, a discussion of new cameras and image acquisition interfaces, 3D sensors and technologies, 3D object recognition and 3D image reconstruction. The authors retain their balanced approach with sufficient coverage of the theory and a strong focus on applications. All examples are based on the latest version of the machine vision software HALCON 13, a trial version of which is available from the authors? website. INDICE: INTRODUCTION. . IMAGE ACQUISITION. Illumination. Lenses. Cameras. Camera–Computer Interfaces. . MACHINE VISION ALGORITHMS. Fundamental Data Structures. Image Enhancement. Geometric Transformations. Image Segmentation. Feature Extraction. Morphology. Edge Extraction. Segmentation and Fitting of Geometric Primitives. Camera Calibration. Stereo Reconstruction. Template Matching. Optical Character Recognition. . MACHINE VISION APPLICATIONS. Wafer Dicing. Reading of Serial Numbers. Inspection of Saw Blades. Print Inspection. Inspection of Ball Grid Arrays. Surface Inspection. Measuring of Spark Plugs. Molding Flash Detection. Inspection of Punched Sheets. 3D Plane Reconstruction with Stereo. Pose Verification and Resistors. Classification of Non–Woven Fabrics.

• ISBN: 978-3-527-41365-2
• Editorial: Wiley VCH
• Encuadernacion: Rústica
• Páginas: 516
• Fecha Publicación: 24/01/2018
• Nº Volúmenes: 1
• Idioma: Inglés