HOG descriptor for Matlab

Version 1.1.0.0 (1.85 KB) by Oswaldo Ludwig
Image descriptor based on Histogram of Oriented Gradients for gray-level images
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25.4K Downloads
Updated 17 Mar 2011

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This code is simple and commented, what enables the adjust of the HOG parameters. This code was developed for the work: O. Ludwig, D. Delgado, V. Goncalves, and U. Nunes, 'Trainable Classifier-Fusion Schemes: An Application To Pedestrian Detection,' In: 12th International IEEE Conference On Intelligent Transportation Systems, 2009, St. Louis, 2009. V. 1. P. 432-437. In case of publication with this code, please cite the paper above.

Cite As

Oswaldo Ludwig (2026). HOG descriptor for Matlab (https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R14
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
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Version Published Release Notes
1.1.0.0

A problem in the calculation of gradient norm was corrected
1.0.0.0