3D object reconstruction algorithm based on dynamic threshold dithering technique

Jia-long Lai; Peng Zhou; Heng-yu Wang; Bin Lin

doi:10.1117/12.2614014

15 February 2022 3D object reconstruction algorithm based on dynamic threshold dithering technique

Jia-long Lai, Peng Zhou, Heng-yu Wang, Bin Lin

Proceedings Volume 12166, Seventh Asia Pacific Conference on Optics Manufacture and 2021 International Forum of Young Scientists on Advanced Optical Manufacturing (APCOM and YSAOM 2021); 1216622 (2022) https://doi.org/10.1117/12.2614014
Event: Seventh Asia Pacific Conference on Optics Manufacture and 2021 International Forum of Young Scientists on Advanced Optical Manufacturing (APCOM and YSAOM 2021), 2021, Hong Kong, Hong Kong

Abstract

Aiming at the problem of insufficient similarity between the binary defocus fringe generated by the traditional dithering algorithm in the binary surface structured light coding technology and the standard sinusoidal fringe, a dynamic threshold dithering algorithm based on the traditional Floyd-Steinberg dithering algorithm is proposed, which can generate the binary fringe pattern with high sinusoidal similarity, improving the accuracy of structured light three-dimensional reconstruction. Considering the influence of the pixel gray value in the vicinity of the pixel point on the threshold of the dithering algorithm, the parameters α and edge sensitivity coefficient 𝓂 are introduced to dynamically adjust the dithering threshold to improve the sinusoidal similarity of the dithering stripes. In addition, a total error calculation and evaluation method that takes into account the effects of gray error and phase error is used to improve the robustness of the algorithm. The simulation shows that when the parameters α and 𝓂 in the algorithm are set to 0.68 and 0.20 respectively, the total error is reduced by 82.97% at the fringe period T = 20 pixel. Corresponding experiments have been established to verify that the dynamic threshold can be displayed more clearly in the small change area of the model, which improves the image quality of the three-dimensional reconstructed object.

Citation Download Citation

Jia-long Lai, Peng Zhou, Heng-yu Wang, and Bin Lin "3D object reconstruction algorithm based on dynamic threshold dithering technique", Proc. SPIE 12166, Seventh Asia Pacific Conference on Optics Manufacture and 2021 International Forum of Young Scientists on Advanced Optical Manufacturing (APCOM and YSAOM 2021), 1216622 (15 February 2022); https://doi.org/10.1117/12.2614014

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KEYWORDS

Binary data

Reconstruction algorithms

Fringe analysis

3D modeling

Image processing

Optimization (mathematics)

Diffusion

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