Weber Local Descriptor
This is Python implementation of Weber Local Descriptor described in this paper. Current implementation is simplified version of one described in paper, it only uses Differential Excitation component. It's implemented using convolution operator from Scipy package for better performance.
Requirements
This implementation requires Python version 3.5 or later to run. It also needs Scipy and OpenCV packages. All dependencies are described in requirements.txt
Usage
Example of usage:
$ python3 test.py References:
J. Chen et al., "WLD: A Robust Local Image Descriptor," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 9, pp. 1705-1720, Sept. 2010. (Link)