Canny Edge Detector
We have experimented with using automatic programming to improve the performance of the popular Canny edge detector. This page contains information about the project and provides relevant resources.
Resources
- canny_mask.spec The ADATE specification file for the filter mask experiments.
- canny_nonmax.spec The ADATE specification file for the nonmax experiments.
- canny_nonmax.spec The ADATE specification file for the nonmax experiments.
- MLLib-0.1 The SML library used for all Canny experiments.
- BSDS_PNM A PNM version of the BSDS500 image dataset.
Publications
- Improving the Canny Edge Detector Using Automatic Programming: Improving the Filter Published and presented at ICIVC 2016.
- Improving the Canny Edge Detector Using Automatic Programming: Improving Non-Max Suppression Published and presented at GECCO 2016.
- Improving the Canny Edge Detector Using Automatic Programming: Improving Hysteresis Thresholding Published and presented at NIK 2016.