Publisher's Synopsis
Machine Vision Systems
Step into the world of machine vision with a comprehensive textbook designed to equip you with everything from foundational principles to industry-leading applications. This textbook covers:
Introduction to Vision Systems: Explore human and machine vision basics, the physics of light, and the anatomy of machine vision systems.
Image Acquisition: Learn the essential techniques of lighting, optical filtering, and camera interfaces, covering CCD, CMOS, analog, and digital systems with camera calibration for precise image capture.
Image Processing Techniques: Master spatial and frequency domain processing, including grayscale stretching, edge detection, and color processing to transform raw data into actionable insights.
Feature Extraction & Classification: Uncover techniques for extracting region, shape, and texture features, along with 3D vision methods essential for decision-making.
Diverse Applications: Discover real-world applications in manufacturing, pharmaceuticals, and biometrics. Whether in augmented reality or vision-guided robotics, machine vision is everywhere!
Perfect for students, engineers, and professionals, this guide is your essential roadmap to understanding and applying machine vision in today's tech-driven world. Elevate your expertise with Machine Vision Systems and open the door to transformative technology!
