Attention Makers

CATEGORY: SOFTWARE

RecSys

MAKERS: Abhishek

This is a senior level project in face biometrics and fingerprint matching that fits in a variety of scenarios for daily use for security purposes. The project has broad learning outcomes, namely, enhanced application of math skills, improved software implementation skills, enhanced communication skills, increased interest in biometrics, and enhanced ability to carry out open-ended design. This project requires the students to apply their abilities to handle image capture hardware and software. Since this is an active area of research, students will need to perform literature survey and discuss (through brainstorm sessions) their performance characteristics. In addition, they will need to design and implement pre-processing and recognition codes leading to face recognition. This project is about a face recognition project focused on open-ended design that is integrated into a senior undergraduate course on biometric systems. In implementing a face recognition system, students go through each step, namely, feature extraction and processing, classification (training and use in rendering a decision) and performance evaluation. The open-ended aspects include researching different robust features, implementing different classifiers and investigating feature and classifier fusion to augment performance. The assessment results are very encouraging with respect to the achievement of the learning outcomes.

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