CMIF

版本 1.0.0 (3.9 KB) 作者: Joakim Lindblad
Fast computation of cross-mutual information function (CMIF) in the frequency domain
7.0 次下载
更新时间 2023/11/19

CMIF

Fast computation of cross-mutual information function (CMIF) in the frequency domain


This aims to be a faithful implementation of fast CMIF [1], in brief, well commented and clean MATLAB code. See example in the 'help' text for usage instructions. Code is reasonably fast, if not using too many quantization levels. If you find it useful, please cite [1].

A more optimized python implementation can be found here: https://github.com/MIDA-group/globalign

/ Joakim

References

[1] Johan Öfverstedt, Joakim Lindblad, and Nataša Sladoje. Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment. Pattern Recognition Letters, Vol. 159, pp. 196-203, 2022. doi:10.1016/j.patrec.2022.05.022

引用格式

Joakim Lindblad (2024). CMIF (https://github.com/MIDA-group/CMIF), GitHub. 检索时间: .

Öfverstedt, Johan, et al. “Fast Computation of Mutual Information in the Frequency Domain with Applications to Global Multimodal Image Alignment.” Pattern Recognition Letters, vol. 159, Elsevier BV, July 2022, pp. 196–203, doi:10.1016/j.patrec.2022.05.022.

查看更多格式
MATLAB 版本兼容性
创建方式 R2023b
兼容任何版本
平台兼容性
Windows macOS Linux
标签 添加标签

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

无法下载基于 GitHub 默认分支的版本

版本 已发布 发行说明
1.0.0

要查看或报告此来自 GitHub 的附加功能中的问题,请访问其 GitHub 仓库
要查看或报告此来自 GitHub 的附加功能中的问题,请访问其 GitHub 仓库