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Open AccessJournal ArticleDOI

Fringe projection techniques: Whither we are?

TLDR
This paper presents a meta-analyses of Fourier-Transform Profilometry and its applications in 3-D Shape Measurement and Surface Profile Measurement for Structured Light Pattern and 4-Core Optical-Fiber.
About
This article is published in Optics and Lasers in Engineering.The article was published on 2010-02-01 and is currently open access. It has received 1110 citations till now. The article focuses on the topics: Structured-light 3D scanner & Structured light.

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Citations
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Journal ArticleDOI

The status, challenges, and future of additive manufacturing in engineering

TL;DR: Future directions such as the "print-it-all" paradigm, that have the potential to re-imagine current research and spawn completely new avenues for exploration are pointed out.
Journal ArticleDOI

Structured-light 3D surface imaging: a tutorial

TL;DR: The high-speed and high-resolution pattern projection capability offered by the digital light projection technology may enable new generation systems for 3D surface measurement applications that will provide much better functionality and performance than existing ones in terms of speed, accuracy, resolution, modularization, and ease of use.
Journal ArticleDOI

Phase shifting algorithms for fringe projection profilometry: A review

TL;DR: An overview of state-of-the-art phase shifting algorithms for implementing 3D surface profilometry is presented to provide a useful guide to the selection of the most appropriate phase shifting technique for a particular application.
Journal ArticleDOI

Temporal phase unwrapping algorithms for fringe projection profilometry: A comparative review

TL;DR: The results show that the multi-frequency temporal phase unwrapping provides the best unwrapped reliability, while the multi -wavelength approach is the most susceptible to noise-induced unwrappers errors.
Journal ArticleDOI

High-speed three-dimensional shape measurement for dynamic scenes using bi-frequency tripolar pulse-width-modulation fringe projection

TL;DR: A high-speed three-dimensional shape measurement technique for dynamic scenes by using bi-frequency tripolar pulse-width-modulation (TPWM) fringe projection to generate ideal fringe patterns with slight defocus is introduced.
References
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Journal ArticleDOI

From few to many: illumination cone models for face recognition under variable lighting and pose

TL;DR: A generative appearance-based method for recognizing human faces under variation in lighting and viewpoint that exploits the fact that the set of images of an object in fixed pose but under all possible illumination conditions, is a convex cone in the space of images.
Journal ArticleDOI

Satellite radar interferometry: Two-dimensional phase unwrapping

TL;DR: In this paper, an approach to 'unwrapping' the 2 pi ambiguities in the two-dimensional data set is presented, where it is found that noise and geometrical radar layover corrupt measurements locally, and these local errors can propagate to form global phase errors that affect the entire image.
Journal ArticleDOI

Fourier transform profilometry for the automatic measurement of 3-D object shapes

Mitsuo Takeda, +1 more
- 15 Dec 1983 - 
TL;DR: A new computer-based technique for automatic 3-D shape measurement is proposed and verified by experiments that has a much higher sensitivity than the conventional moire technique and is capable of fully automatic distinction between a depression and an elevation on the object surface.
Book

Two-Dimensional Phase Unwrapping: Theory, Algorithms, and Software

TL;DR: Methods for Phase Unwrapping, Phase Data, Quality Maps, Masks, and Filters, and Minimum-Norm Methods.
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.
Related Papers (5)
Frequently Asked Questions (17)
Q1. What are the popular methods of phase-shifting?

Multi-sensitivity based unwrapping [171, 172], temporal phase unwrapping [101], reduced temporal phase unwrapping [173] and spatio-temporal phase unwrapping [174] among them are the most popular ones. 

During recent years, the use of fringe projection techniques for generating three-dimensional ( 3D ) surface information has become one of the most active research areas in optical metrology. The technique has found various applications in diverse fields: biomedical applications such as 3D intra-oral dental measurements [ 1 ], non-invasive 3D imaging and monitoring of vascular wall deformations [ 2 ], human body shape measurement for shape guided radiotherapy treatment [ 3, 4 ], lower back deformation measurement [ 5 ], detection and monitoring of scoliosis [ 6 ], inspection of wounds [ 7, 8 ] and skin topography measurement for use in cosmetology [ 9, 10, 11 ] ; industrial and scientific applications such as characterization of MEMS components [ 12, 13 ], vibration analysis [ 14, 15 ], refractometry [ 16 ], global measurement of free surface deformations [ 17, 18 ], local wall thickness measurement of forced sheet metals [ 19 ], corrosion analysis [ 20, 21 ], measurement of surface roughness [ 22, 23 ], reverse engineering [ 24, 25, 26 ], quality control of printed circuit board manufacturing [ 27, 28, 29 ] and heat-flow visualization [ 30 ] ; kinematics applications such as measuring the shape and position of a moving object/creature [ 31, 32 ] and the study of kinematical parameters of dragonfly in free flight [ 33, 34 ] ; biometric identification applications such as 3D face reconstruction for the development of robust face recognition systems [ 35, 36 ] ; cultural heritage and preservation [ 37, 38, 39 ] etc. 

Grating projection systems [53, 54], spatial light modulators [55], diffractive optical elements [56], superluminiscent diode in conjunction with an acousto-optic tunable filter [57], programmable LCDs [45], multi-core optical fibers [58, 59] etc. are among the other methods that are in practice used to generate and project structured patterns onto the objects. 

The presence of non-sinusoidal waveforms in the recorded fringe patterns is known to cause significant phase measurement errors (when phase-shifting analysis method is employed) and thereby resulting in non-negligible errors in the measurement of 3D shapes of objects. 

Fiber optic interferometer system with the laser diode input enables one to have greater flexibility and compactness of the measurement system [52]. 

In the case of dynamic/real-time 3D shape measurement, a stack of 2D wrapped phase maps obtained at different time instants needs to be unwrapped, for which a threedimensional phase unwrapping algorithm is required. 

The process of determining the unknown integral multiple of 2π to be added at each pixel of the wrapped phase map to make it continuous by removing the artificial 2π discontinuities is referred to as phase unwrapping. 

The last important step in the process of measuring the 3D height distribution using fringe projection technique is system calibration. 

color isolation process is the inevitable precursor to the phase-shifting algorithm to effectively reconstruct the 3D shape in the multichannel approach. 

It facilitates the conversion of image coordinates (pixels) to the real-world coordinates and the mapping of unwrapped phase distribution to the absolute height distribution. 

It is largely due to the nonlinearity of the projector’s gamma [160] and the nonlinearity of the CCD camera that the recorded fringe patterns are observed to have harmonics (non-sinusoidal waveforms). 

Fringe projection techniques that employ phase-stepping method for the fringe analysis are known to provide highresolution 3D reconstruction with minimal computational investment. 

Most of the present day automated 3D measurement sys-tems employ the commercially available digital micromirror device (DMD) and liquid crystal display (LCD) projectors for projecting the computer generated fringe patterns onto the object. 

The use of multiple projectors in fringe projection profilometry has also been reported to solve some of the baffling problems like the accurate 3D estimation in presence of local shadows, invalid regions and surface isolations [155, 156, 157, 158]. 

it has opened up new avenues for in-situ quality testing of industrial components/products by supporting techniques like inverse projected-fringes [159]. 

If the application allows the recording of an additional image of the object without projecting the fringe pattern (see Fig. 4a), then this recorded real-texture information can be mapped onto the estimated 3D shape distribution as shown in Fig. 4d. 

Spatial fringe analysis methods on the other hand allow the technique to be applicable for real-time 3D measurements but at the cost of resolution.