Energy minimization for image focus volume in shape from focus
作者：
Highlights：
• Most of the shape from focus techniques optimize focus volume without considering any additional structural prior, and it leads to poor results.
• It has been proposed to use structural similarity between image sequence and focus volume as a structural prior for the enhancement of focus volume.
• An energy function has been proposed that consists of data fidelity, smoothness and structural similarity terms.
• Solution of 3D energy minimization problem has been approximated through a series of simple 1D subproblems.
摘要
•Most of the shape from focus techniques optimize focus volume without considering any additional structural prior, and it leads to poor results.•It has been proposed to use structural similarity between image sequence and focus volume as a structural prior for the enhancement of focus volume.•An energy function has been proposed that consists of data fidelity, smoothness and structural similarity terms.•Solution of 3D energy minimization problem has been approximated through a series of simple 1D subproblems.
论文关键词：Shape from focus,Energy minimization,Focus volume optimization
论文评审过程：Received 29 March 2021, Revised 17 December 2021, Accepted 25 January 2022, Available online 2 February 2022, Version of Record 6 February 2022.
论文官网地址：https://doi.org/10.1016/j.patcog.2022.108559
