Urban region and building detection using gabor features and probability

Version 1.0.0.0 (1.28 MB) by Beril Sirmacek
object detection methods for remote sensing images based on local features
3.0
(2)
680 Downloads
Updated 23 Mar 2018
View License on GitHub

Use main.m
There are few parameters (non-linear filter parameters, vote weight, region threshold) which need to be adjusted for your image resolution.
Do not forget to cite:
B. Sirmacek and C. Unsalan, "A probabilistic framework to detect buildings in aerial and satellite images", IEEE Transactions on Geoscience and Remote Sensing, Vol. 49 (1), pp. 211-221, January 2011.

Cite As

Beril Sirmacek (2025). Urban region and building detection using gabor features and probability (https://github.com/bsirmacek/gaborbuilding), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2016a
Compatible with any release
Platform Compatibility
Windows macOS Linux
Categories
Find more on Recognition, Object Detection, and Semantic Segmentation in Help Center and MATLAB Answers

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Versions that use the GitHub default branch cannot be downloaded

Version Published Release Notes
1.0.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.