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Journal ArticleDOI

An Accurate and Robust Strip-Edge-Based Structured Light Means for Shiny Surface Micromeasurement in 3-D

TLDR
A novel structured light approach for direct measurement of shiny target so as to skip the coating preprocedure is presented and an improved zero-crossing feature detector that has subpixel accuracy is proposed for strip-edge localization.
Abstract
Three-dimensional measurement of shiny or reflective surface is a challenging issue for optical-based instrumentations. In this paper, we present a novel structured light approach for direct measurement of shiny target so as to skip the coating preprocedure. In comparison with traditional image-intensity-based structured light coding strategies like sinusoidal and line patterns, strip edges not raw image intensities are encoded in the illuminated patterns. With strip edges generally better preserved than individual image intensity in the image data in the presence of surface reflections, such a coding strategy is more robust. To remove the periodic ambiguity within strip patterns, traditional Gray code patterns are adopted. To localize the strip edges more precisely, both positive and negative strip patterns are used. An improved zero-crossing feature detector that has subpixel accuracy is proposed for strip-edge localization. The experimental setup is configured with merely an off-the-shelf pico-projector and a camera. Extensive experiments including accuracy evaluation, comparison with previous structured light algorithms, and the reconstruction of some real shiny objects are shown to demonstrate the system's accuracy and endurance against reflective nature of surfaces.

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Citations
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Journal ArticleDOI

Analyzing growing plants from 4D point cloud data

TL;DR: This work introduces a framework to study plant growth, particularly focusing on accurate localization and tracking topological events like budding and bifurcation, by a novel forward-backward analysis, wherein it tracks robustly detected plant components back in time to ensure correct spatio-temporal event detection using a locally adapting threshold.
Journal ArticleDOI

An Imaging and Measurement System for Robust Reconstruction of Weld Pool During Arc Welding

TL;DR: A novel imaging and measurement system makes use of the strong penetrability of the laser to avoid the interference of arc light and obtain the surface information of the weld pool and is significantly better than all the other methods in measuring the 3-D weld pool shapes.
Journal ArticleDOI

A high dynamic range structured light means for the 3D measurement of specular surface

TL;DR: The results showed that, different specular targets with various shapes can be precisely reconstructed by the proposed method.
Journal ArticleDOI

Three-Dimensional Shape Measurements of Specular Objects Using Phase-Measuring Deflectometry.

TL;DR: This work presents a review of the relevant techniques regarding classical and improved phase-measuring deflectometry, and discusses the challenges and future research directions to further advance PMD techniques.
Journal ArticleDOI

A High Accuracy Imaging and Measurement System for Wheel Diameter Inspection of Railroad Vehicles

TL;DR: A new measurement system based on the image processing is proposed to perform the diameter measurement in a reliable manner and Experimental results show capability of the system for industrial use.
References
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Book

Multiple view geometry in computer vision

TL;DR: In this article, the authors provide comprehensive background material and explain how to apply the methods and implement the algorithms directly in a unified framework, including geometric principles and how to represent objects algebraically so they can be computed and applied.

Multiple View Geometry in Computer Vision.

TL;DR: This book is referred to read because it is an inspiring book to give you more chance to get experiences and also thoughts and it will show the best book collections and completed collections.
Journal ArticleDOI

A flexible new technique for camera calibration

TL;DR: A flexible technique to easily calibrate a camera that only requires the camera to observe a planar pattern shown at a few (at least two) different orientations is proposed and advances 3D computer vision one more step from laboratory environments to real world use.
Journal ArticleDOI

Pattern codification strategies in structured light systems

TL;DR: A new and definitive classification of patterns for structured light sensors is presented, based on projecting a light pattern and viewing the illuminated scene from one or more points of view, for recovering the surface of objects.
Journal ArticleDOI

A triangulation of (

TL;DR: In this article, a non-iterative solution is given that nds a global minimum, given that in certain con gurations, local minima occur, which are avoided by the new method.
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