Label Consistent Fisher Vectors (LCFV)

版本 1.1 (1.6 MB) 作者: Quan Wang
LCFV is a method to add supervised information to Fisher vectors
389.0 次下载
更新时间 2023/6/15

Label Consistent Fisher Vectors (LCFV) View Label Consistent Fisher Vectors (LCFV) on File Exchange

Overview

LCFV is a method to add supervised information to Fisher vectors. With this package, you can compute a transformation matrix to be applied to Fisher vectors. LCFV takes the original Fisher vectors and class labels as input. In this package, we do not provide the code for computing Fisher vectors. You need to compute the Fisher vectors yourself before using our package. For example, you can use the INRIA's Fisher vector implementation: http://lear.inrialpes.fr/src/inria_fisher/

The method is described in our ICPR 2014 paper:

Quan Wang, Xin Shen, Meng Wang, Kim L. Boyer, "Label Consistent Fisher Vectors for Supervised Feature Aggregation", 22nd International Conference on Pattern Recognition (ICPR), 2014.

This library is also available at MathWorks:

pic

引用格式

Quan Wang (2024). Label Consistent Fisher Vectors (LCFV) (https://github.com/wq2012/LCFV/releases/tag/v1.1), GitHub. 检索来源 .

MATLAB 版本兼容性
创建方式 R2013b
兼容任何版本
平台兼容性
Windows macOS Linux
类别
Help CenterMATLAB Answers 中查找有关 Pattern Recognition and Classification 的更多信息

Community Treasure Hunt

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

Start Hunting!
版本 已发布 发行说明
1.1

See release notes for this release on GitHub: https://github.com/wq2012/LCFV/releases/tag/v1.1

1.0.0.0

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