Face detection with Active Shape Models (ASMs)

Versione 2.0.1.1 (14,6 MB) da John W. Miller
Use active shape models from Cootes et al. to locate faces (or other objects) in images.
5.0
(4)
1,6K download
Aggiornato 13 mag 2024
Visualizza la licenza su GitHub

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

Cita come

John W. Miller (2025). Face detection with Active Shape Models (ASMs) (https://github.com/johnwmillr/ActiveShapeModels), GitHub. Recuperato .

Compatibilità della release di MATLAB
Creato con R2013b
Compatibile con qualsiasi release
Compatibilità della piattaforma
Windows macOS Linux
Tag Aggiungi tag

Community Treasure Hunt

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

Start Hunting!

Utilities

Visualization

Le versioni che utilizzano il ramo predefinito di GitHub non possono essere scaricate

Versione Pubblicato Note della release
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)."

Per visualizzare o segnalare problemi su questo componente aggiuntivo di GitHub, visita GitHub Repository.
Per visualizzare o segnalare problemi su questo componente aggiuntivo di GitHub, visita GitHub Repository.