https://github.com/gtolias/mkd
MATLAB implementation of the multiple-kernel local-patch descriptor (BMVC 2017 paper)
https://github.com/gtolias/mkd
Last synced: 2 months ago
JSON representation
MATLAB implementation of the multiple-kernel local-patch descriptor (BMVC 2017 paper)
- Host: GitHub
- URL: https://github.com/gtolias/mkd
- Owner: gtolias
- License: gpl-3.0
- Created: 2017-10-04T16:38:36.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-01-31T17:30:29.000Z (over 7 years ago)
- Last Synced: 2025-03-24T09:47:01.957Z (3 months ago)
- Language: Matlab
- Size: 3.12 MB
- Stars: 15
- Watchers: 4
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# MKD - Multiple-Kernel local-patch Descriptor
This is a Matlab package that implements the kernel local descriptor presented in "Multiple-Kernel Local-Patch Descriptor" at BMVC 2017 .
## What is it?
This code implements:
1. Extraction of our local descriptor
2. Learning of the whitening with supervision
3. Learning and evaluation on the Photo Tourism patch dataset
## Execution
Run the following script to extract patch descriptor with a pre-computed configuration:
```
>> test_simple
```
Run the following script to extract descriptors, learn, and evaluate on the Photo Tourism dataset
```
>> test_phototourism
```
## Citation
If you use this work please cite our publication "Multiple-Kernel Local-Patch Descriptor" at BMVC 2017 .
```
@inproceedings{Mukundan17,
title = {Multiple-Kernel Local-Patch Descriptor},
author = {Mukundan, Arun and Tolias, Giorgos and Chum, Ondrej},
booktitle = {British Machine Vision Conference},
year = {2017},
url = {https://arxiv.org/pdf/1707.07825.pdf}
}
```
## License
MKD is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
You should have received a copy of the GNU General Public License along with this program. If not, see .