Block reconstruction of object image based on compressed sensing and orthogonal modulation

Yuanyuan Zhou; Jianping Hu; Sheng Yuan; Luozhi Zhang; Dongming Huo; Jinxi Li; Xin Zhou

doi:10.1117/12.2306364

14 June 2018 Block reconstruction of object image based on compressed sensing and orthogonal modulation

Yuanyuan Zhou, Jianping Hu, Sheng Yuan, Luozhi Zhang, Dongming Huo, Jinxi Li, Xin Zhou

Proceedings Volume 10679, Optics, Photonics, and Digital Technologies for Imaging Applications V; 106791F (2018) https://doi.org/10.1117/12.2306364
Event: SPIE Photonics Europe, 2018, Strasbourg, France

Abstract

In this paper, a block reconstruction method of object image based on compressed sensing(CS) and orthogonal modulation is presented. Using this method, the amount of data processing can be greatly reduced due to the application of CS theory and it brings convenience for post-processing. The method can be utilized especially when we just need to reconstruct partial of a huge image, because the orthogonal basis matrix can extract the measurements of corresponding block, and then the needed partial image can be reconstructed directly instead of reconstructing the whole huge image at first. Therefore, this method can reduce the redundant computation in process of reconstruction. And the total amount of calculation is also greatly reduced. The feasibility is verified by results of an experiment, in which we use a video projector to incorporate the random measurement matrix into the system.

Citation Download Citation

Yuanyuan Zhou, Jianping Hu, Sheng Yuan, Luozhi Zhang, Dongming Huo, Jinxi Li, and Xin Zhou "Block reconstruction of object image based on compressed sensing and orthogonal modulation", Proc. SPIE 10679, Optics, Photonics, and Digital Technologies for Imaging Applications V, 106791F (14 June 2018); https://doi.org/10.1117/12.2306364

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KEYWORDS

Modulation

Matrices

Compressed sensing

Image resolution

Image restoration

Cameras

Data processing

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