HOG descriptor for Matlab

Image descriptor based on Histogram of Oriented Gradients for gray-level images

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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://se.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab), MATLAB Central File Exchange. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.1.0.0

A problem in the calculation of gradient norm was corrected

1.0.0.0