Python+Matlab Implementation of Joint Depth Estimation and Camera Shake Removal from Single Blurry Image

Python and Matlab implementation of the paper https://eng.ucmerced.edu/people/zhu/CVPR14_deblurdepth.pdf.

Requirements

• matlab >= 0.1
• numpy >= 1.14.5
• scikit-image >= 0.14.1
• scikit-learn >= 0.19.2
• scipy >= 1.1.0

Input

• Blurry image: name.jpg
• Masks: name_mask1.jpg, name_mask2.jpg, name_mask3.jpg

Run

python Deblur_Depth_Encode.py name.jpg

References

[1] Joint Depth Estimation and Camera Shake Removal from Single Blurry Image Link
[2] Fast Image Deconvolution using Hyper-Laplacian Priors Link