/Selective-LF-Refocusing

[SPL2019] Selective Light Field Refocusing for Camera Arrays Using Bokeh Rendering and Superresolution

Primary LanguageMATLAB

Selective-LF-Refocusing

Repository of "Selective Light Field Refocusing for Camera Arrays Using Bokeh Rendering and Superresolution". [PDF]


Our method can selectively refocus images with focused region being super-resolved and bokeh being esthetically rendered. Our method also enables post-adjustment of depth of field. Experiments on both public and self-developed datasets demonstrate that our method achieves superior visual performance with acceptable computational cost as compared to other state-of-the-art methods.

Overview


Comparison to SOTAs on Public Datasets



Comparison to SOTAs on Self-Developed Datasets


Post-Adjustable Depth-of-Field


Influence of Inaccurate Disparity


Execution Time


Influence of K and Number of Iterations (NoI) on Execution Time


Citiation

If you find our work helpful, please cite:

@article{wang2019selective,
title={Selective Light Field Refocusing for Camera Arrays Using Bokeh Rendering and Superresolution},
author={Wang, Yingqian and Yang, Jungang and Guo, Yulan and Xiao, Chao and An, Wei},
journal={IEEE Signal Processing Letters},
volume={26},
pages={204--208},
year={2019}
}

Contact

You can contact us at wangyingqian16@nudt.edu.cn for any question about this work.