Attendance Marking System Using Matlab Code-Image Processing Projects
In this project we design an Automated Attendance marking system with the help of facial recognition owing to the difficulty in the manual as well as other traditional means of attendance system. This system uses viola jones algorithm to detect faces and LBP and PCA feature extraction techniques.CNN is used for classification.
How it works
- Camera captures the image of a classroom
- The faces are detected and cropped
- Cropped images are processed using Eigen face recognition and LBP algorithm.
- CNN is used for classifcation
- The students whose faces are recognized are marked as present and the results are transferred to an excel sheet automatically
Matlab Toolbox Used
- Image processing toolbox
- Image acquisition toolbox
- Computer vision toolbox
- Spreadsheet Link Ex
- Deep Learning toolbox
- Easy integration
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