A dictionary learning package for classification
Project description
DICTOL - A Discriminative dictionary Learning Toolbox for Classification (Python 2.7 version).
This repo is a part of our `LRSDL project <http://signal.ee.psu.edu/lrsdl.html>`__.
Related publications:
Tiep H. Vu, Vishal Monga. “Learning a low-rank shared dictionary for object classification.” International Conference on Image Processing (ICIP) 2016. [paper].
Tiep H. Vu, Vishal Monga. “Fast Low-rank Shared Dictionary Learning for Image Classification.” IEEE Transactions on Image Processing 26.11(2017):5160-5175 [paper].
Author: `Tiep Vu <http://www.personal.psu.edu/thv102/>`__
This repository contains the following methods: SRC, ODL, DLSI, FDDL, COPAR, LRSDL
If you experience any bugs, please let me know via the **Issues** tab. I’d really appreciate and fix the error ASAP. Thank you.
For more information, please see its corresponding **MATLAB version**.
Packages required
numpy
scipy
Installation
pip install dictol
Demo
import dictol dictol.demo()
Contact information
Tiep Vu:
+ vuhuutiep@gmail.com
+ http://www.personal.psu.edu/thv102/
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