Depth image super-resolution reconstruction based on filter fusion

Ying He; Bin Liang; Jun Yang; Jin He; Mengkai Luan

doi:10.1117/12.2281590

21 July 2017 Depth image super-resolution reconstruction based on filter fusion

Ying He, Bin Liang, Jun Yang, Jin He, Mengkai Luan

Proceedings Volume 10420, Ninth International Conference on Digital Image Processing (ICDIP 2017); 1042039 (2017) https://doi.org/10.1117/12.2281590
Event: Ninth International Conference on Digital Image Processing (ICDIP 2017), 2017, Hong Kong, China

Abstract

In this paper, we proposed a new method to improve the resolution of depth image. This method uses a high-resolution color image as a reference. We also use the bilateral filtered image as the guide image, and obtains the reconstructed image through joint bilateral filter and guidance filter. The experimental results show that this method can enhance the spatial resolution of the depth image and effectively eliminate the ringing effect and artifacts.

Citation Download Citation

Ying He, Bin Liang, Jun Yang, Jin He, and Mengkai Luan "Depth image super-resolution reconstruction based on filter fusion", Proc. SPIE 10420, Ninth International Conference on Digital Image Processing (ICDIP 2017), 1042039 (21 July 2017); https://doi.org/10.1117/12.2281590

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