Machine Vision Algorithms and Applications

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

Carsten Steger studied computer science at the Technical University of Munich (TUM) and received his PhD degree from TUM in 1998. In 1996, he co-founded the company MVTec, where he heads the Research department. He has authored and co-authored more than 80 scientific publications in the field of computer and machine vision. In 2011, he was appointed a TUM honorary professor for the field of computer vision. Markus Ulrich studied Geodesy and Remote Sensing at the Technical University of Munich (TUM) and received his PhD degree from TUM in 2003. In 2003, he joined MVTec?s Research and Development department as a software engineer and became head of the research team in 2008. He has authored and co-authored scientific publications in the fields of photogrammetry and machine vision. Markus Ulrich is also a guest lecturer at TUM, where he teaches close-range photogrammetry. In 2017, he was appointed a Privatdozent (lecturer) at the Karlsruhe Institute of Technology (KIT) for the field of machine vision. Christian Wiedemann studied Geodesy and Remote Sensing at the Technical University of Munich (TUM) and received his PhD degree from TUM in 2001. He has authored and co-authored more than 40 scientific publications in the fields of photogrammetry, remote sensing, and machine vision. In 2003, he joined MVTec's Research and Development department as a software engineer. Since 2008, he has held different leading positions at MVTec.