Face detection with Active Shape Models (ASMs)

Version 2.0.1.1 (14,6 MB) von John W. Miller
Use active shape models from Cootes et al. to locate faces (or other objects) in images.
5.0
(4)
1,6K Downloads
Aktualisiert 13. Mai 2024
Lizenz auf GitHub anzeigen

Run the Example_FindFace.m script for a walk-through of how to use the code. The repository contains a shape model and a gray-level model trained on images from the data set listed below, as well as a single example face. The repository includes code for manually labeling new images and training new shape and gray-level models, meaning it can be used for more than face detection if trained properly. I'd be happy for any feedback you may have. Enjoy!
Version 2.0 supports the MUCT landmark arrangement:
http://www.milbo.org/muct/

The simple landmark arrangement with I labeled is still supported. The faces I used for manual labeling are available here:
http://robotics.csie.ncku.edu.tw/Databases/FaceDetect_PoseEstimate.htm#Our_Database_

If you have a question or suggestion for the project, please open an Issue on GitHub. I will be much more likely to see your question there.
https://github.com/johnwmillr/ActiveShapeModels/issues

Zitieren als

John W. Miller (2024). Face detection with Active Shape Models (ASMs) (https://github.com/johnwmillr/ActiveShapeModels), GitHub. Abgerufen.

Kompatibilität der MATLAB-Version
Erstellt mit R2013b
Kompatibel mit allen Versionen
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Version Veröffentlicht Versionshinweise
2.0.1.1

Added a note about opening Issues on GitHub.
2.0.1.0

Updated description. MUCT landmarks now supported.
2.0.0.0

Version 2.0 supports the MUCT landmark arrangement.
1.0.0.0

Changed title to "Face detection with Active Shape Models (ASMs)."

Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.
Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.