## 4 Dataset Development
### Depth Map Standardization
* [PERSON], [PERSON], [PERSON], [PERSON], [PERSON], [PERSON], and [PERSON] (2022)An optical-based sensor for automotive exhaust gas temperature measurement. IEEE Trans. Instrum. Meas.2022 (7), pp. 1-11. External Links: Document Cited by: SS1. * [PERSON], [PERSON], [PERSON], [PERSON], [PERSON], and [PERSON] review on methods for measurement of free water surface. Sensors2023 (2), pp. 23. External Links: Document Cited by: SS1. * [PERSON], [PERSON], [PERSON], [PERSON], [PERSON], [PERSON], and [PERSON] (2023)Low coherence measurement methods for industrial parts with large surface reflectance variations. IEEE Trans. Instrum. Meas.2023 (7), pp. 72006514. External Links: Document Cited by: SS1. * [PERSON], [PERSON], [PERSON], [PERSON], [PERSON], and [PERSON] (2023)Deflectometry for specular surfaces: an overview. Adv. Opt. Technol.2023 (12), pp. 1237687. External Links: Document Cited by: SS1. * [PERSON], [PERSON], [PERSON], and [PERSON] (2018)Review of phase measuring deflectometry. Opt. Lasers Eng.2018 (10), pp. 107. External Links: Document Cited by: SS1. * [PERSON], [PERSON], [PERSON], and [PERSON] (2013)Deflectometry vs. interferometry. In Proceedings of the Optical Measurement Systems for Industrial Inspection VIII, Munich, Germany, pp. 13-17 May 2013, External Links: Document Cited by: SS1. * [PERSON], [PERSON], [PERSON], and [PERSON] (2022)Defect detection method for specular surfaces based on deflectometry and deep learning. Opt. Eng.2022 (6), pp. 61. External Links: Document Cited by: SS1. * [PERSON]. [PERSON], [PERSON], and [PERSON] (2017)Assessment of free-form surfaces' reconstruction accuracy. Metrol. Meas. Syst.2017 (2), pp. 2403-312. External Links: Document Cited by: SS1. * _[PERSON] et al. (2019)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Unsupervised Deep Shape from Template. In Proceedings of the Image Analysis and Recognition: 16 th International Conference, ICIAR 2019, Waterloo, ON, Canada, 27-29 August 2019; Proceedings, Part I 16; Springer: Berlin/Heidelberg, Germany, 2019; pp. 440-451. * _[PERSON] and [PERSON] (2020)_ [PERSON] [PERSON]; [PERSON] Advanced Metrology: Freeform Surfaces; Academic Press: Cambridge, MA, USA, 2020. * _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] A single-shot phase retrieval method for phase measuring deflectometry based on deep learning. _Opt. Commun._**2020**, _476_, 126303. [CrossRef]
* _[PERSON] et al. (2023)_ [PERSON]; [PERSON]; [PERSON] [PERSON] DYnet++: A deep learning based single-shot phase-measuring deflectometry for the 3D measurement of complex free-form surfaces. _IEEE Trans. Ind. Electron._**2023**, _71_, 2112-2121. [CrossRef]
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* _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Single-shot absolute 3D shape measurement with deep-learning-based color fringe projection profilometry. _Opt. Lett._**2020**, _45_, 1842-1845. [CrossRef]
* _[PERSON] et al. (2021)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Separation of two-dimensional mixed circular fringe patterns based on spectral projection property in fractional Fourier transform domain. _Appl. Sci._**2021**, _11_, 859. [CrossRef]
* _[PERSON] et al. (2023)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] High-precision dynamic three-dimensional shape measurement of specular surfaces based on deep learning. _Opt. Express_**2023**, _31_, 17437-17449. [CrossRef]
* _[PERSON] et al.