A fast reconstruction method of the dense point-cloud model for cultural heritage artifacts based on compressed sensing and sparse auto-encoder

Author:

Chen Xiaoxue,Zhou Mingquan,Zou Linbo,Fan Li,Hu Jiabei,Geng Guohua,Zhang Haibo

Funder

the Natural Science Basic Research Program in Shaanxi Province of China

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics,Electronic, Optical and Magnetic Materials

Reference36 articles.

1. An, X., Yu, X., Zhang, Y.: Research on the self-similarity of point cloud outline for accurate compression. In: 2015 International Conference on Smart and Sustainable City and Big Data (ICSSC), Shanghai, pp. 170–174 (2015)

2. Cao, L.J., Chua, K.S., Chong, W.K., et al.: A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine. Neurocomputing 55(1–2), 321–336 (2003)

3. Chai, T., Draxler, R.R.: Root mean square error (RMSE) or mean absolute error (MAE)?—Arguments against avoiding RMSE in the literature, Geosci. Model Dev. 7, 1247–1250 (2014)

4. Chen, S., Zhao, H., Kong, M., et al.: 2D-LPP: a two-dimensional extension of locality preserving projections. Neurocomputing 70(4–6), 912–921 (2007)

5. Cohen, R.A., Tian, D., Vetro, A.: Point Cloud Attribute Compression Using 3-D Intra Prediction and Shape-Adaptive Transforms. Data Compression Conference (DCC), Snowbird, UT, pp. 141–150 (2016a)

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