A Graph-based Iterative Algorithm for Inverse Problems with Local and Non-local Regularizations
Ming Chen, Chuan Xie, Yongchao Wang, Zhijie Lin, Lei Zhao
Available Online March 2017.
- https://doi.org/10.2991/ifmca-16.2017.17How to use a DOI?
- Inverse Problems, Total Variation, Image Prior
- I In this paper, we propose a new form of prior which combines the local total variation regularization with non-local graph-based variation regularization to solve such inverse problems in the field of image processing. The algorithm iteratively updates the image and the weight graph calculated from the present image..
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Ming Chen AU - Chuan Xie AU - Yongchao Wang AU - Zhijie Lin AU - Lei Zhao PY - 2017/03 DA - 2017/03 TI - A Graph-based Iterative Algorithm for Inverse Problems with Local and Non-local Regularizations BT - Proceedings of the 2016 International Forum on Mechanical, Control and Automation (IFMCA 2016) PB - Atlantis Press SP - 114 EP - 117 SN - 2352-5401 UR - https://doi.org/10.2991/ifmca-16.2017.17 DO - https://doi.org/10.2991/ifmca-16.2017.17 ID - Chen2017/03 ER -