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Electronic Door Unlock with Face Recognition
Project Members: Amit Dahal (08-403) Sandeep Shrestha (08-437) Deepak Prasad Sharma (08-477)
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Electronic Door Unlock With Face Recognition
Introduction Computer application based door unlocking system. It is an access granting system based on image matching. Use of new technology of digital image processing. Mainly focuses on face recognition. Secured and reliable system. 12/1/2019
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Electronic Door Unlock With Face Recognition
Statement of problems Inefficiency of traditional methods of lock/ unlock methods. Losing keys. Breaching of codes/ passwords. 12/1/2019
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Electronic Door Unlock With Face Recognition
Objectives To developing a unlocking system based on face recognition. To acquire image from the USB-camera using MATLAB (image acquisition). To implement face detection using skin colour detection using MATLAB (face detection). To design programming on PCA algorithm (face recognition). To design serial communication to control the relay in the magnetic lock (lock control). 12/1/2019
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Electronic Door Unlock With Face Recognition
Application Security Criminal investigations Business Health sector 12/1/2019
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Electronic Door Unlock With Face Recognition
Project description Composite task that involves: 1. acquisition of image 2. detection and location of face in image 3. recognition and verifying of personnel 4. magnetic lock controlled on the basis of above result 12/1/2019
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Electronic Door Unlock With Face Recognition
Project Description Block Diagram 12/1/2019
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Project description Working Principle
Electronic Door Unlock With Face Recognition Electronic Door Unlock With Face Recognition Project description Working Principle Image acquisition Image processing: 1. face detection face recognition Lock control 12/1/2019
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Electronic Door Unlock With Face Recognition
Face Detection Use of skin color: Skin color segmentation Morphological processing Connected component analysis 12/1/2019
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Original image captured
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Image obtained after color segmentation
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Image obtained after morphological processing
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Image detected 12/1/2019
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Cropped face image 12/1/2019
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Face recognition Identifying the facial features of an acquainted facial image Comparing the features with existing image. Principal Component Analysis (PCA) being used. 12/1/2019
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Electronic Door Unlock With Face Recognition
PCA Algorithm Use of PCA algorithm yes no 12/1/2019
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Important components/ software
Electronic Door Unlock With Face Recognition Important components/ software Software: MATLAB Hardware: circuit for serial communication between computer and magnetic lock Magnetic lock 12/1/2019
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Electronic Door Unlock With Face Recognition
Conclusion Algorithms to be used are determined A clear concept being prepared for further operation of project 12/1/2019
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Electronic Door Unlock With Face Recognition
THANK YOU 12/1/2019
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