LPQ++: A Discriminative Blur-insensitive Textural Descriptor with Spatial-channel Interaction
This is the official Matlab implementation for "LPQ++: A Discriminative Blur-insensitive Textural Descriptor with Spatial-channel Interaction".
Citation
If you find our work useful in your research, please consider citing:
@article{zhu2020lpq++,
title={LPQ++: A Discriminative Blur-insensitive Textural Descriptor with Spatial-channel Interaction},
author={Zhu, Zihao and Xiao, Yang and Li, Shuai and Cao, Zhiguo and Fang, Zhiwen and Zhou, Joey Tianyi},
journal={Information Sciences},
year={2020},
publisher={Elsevier}
}
Installation
This code is tested on Windows Server 2012, Matlab R2014b.
- Install Matlab.
- LIBSVM package is required. The package has already been placed in the folder "./code/Libsvm".
- VLFeat package is required. The package has already been placed in the folder "./code/vlfeat-0.9.20". Installation details can be acquired Here.
Run
To excecute LPQ++ for blurred texture recognition on KTH-TIPS dataset:
cd code
run LPQplusplus_classification.m
Contact
For any question, please contact Zihao Zhu zihaozhu@hust.edu.cn