BOOK-CHAPTER

Development of a Computer Vision Sensor for Structural Displacement Measurement

Abstract

A computer vision sensor system measures displacements of an object by tracking pixel movements of selected targets on the object from video images captured by a digital camera. This chapter first describes typical hardware components for a computer vision sensor system and then introduces fundamental knowledge, algorithms, and computer vision software for measuring displacement time histories from video images. General principles are presented, including various template-matching techniques for tracking targets and coordinate conversion methods for determining calibration factors to convert image pixel displacements to physical displacements. Vision sensor software packages are developed for real-time multipoint displacement measurement based on two...

Keywords:
Computer vision Artificial intelligence Computer science Displacement (psychology) Software Camera resectioning Pixel Tracking (education) Image sensor Object (grammar) Video tracking Computer graphics (images) Matching (statistics) Mathematics

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Topics

Sensor Technology and Measurement Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Measurement and Detection Methods
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Optical measurement and interference techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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